Proceedings

Department of Stochastic Simulation and Safety Research for Hydrosystems

2021
1. Haas J, Hagen D, Moreno-Leiva S, Nowak W, Kern J, Olivares MA. Updated Perspective on Using Batteries for Mitigating Hydropeaking. In: Conference on Sustainable Development of Energy, Water and Environment Systems (SDEWES). 2021.
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  @inproceedings{haas2021updated, author = {Haas, Jannik and Hagen, Darynne and Moreno-Leiva, Sim{\'{o}}n and Nowak, Wolfgang and Kern, Jordan and Olivares, Marcelo Alberto}, booktitle = {Conference on Sustainable Development of Energy, Water and Environment Systems (SDEWES)}, title = {Updated Perspective on Using Batteries for Mitigating Hydropeaking}, volume = 16, year = 2021 }
2. Imagiire LOKM, Mester B, Haun S, Seidel J. Open-Access Precipitation Networks and Machine Learning Algorithms as Tools for Flood Severity Prediction. In: Lecture Notes in Civil Engineering [Internet]. Springer Singapore; 2021. pp. 131–42. Available from: https://doi.org/10.1007%2F978-981-16-5501-2_11
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  @incollection{imagiire2021openaccess, author = {Imagiire, Luis O. K. M. and Mester, Benedikt and Haun, Stefan and Seidel, Jochen}, booktitle = {Lecture Notes in Civil Engineering}, doi = {10.1007/978-981-16-5501-2_11}, month = {11}, pages = {131--142}, publisher = {Springer Singapore}, title = {Open-Access Precipitation Networks and Machine Learning Algorithms as Tools for Flood Severity Prediction}, url = {https://doi.org/10.1007%2F978-981-16-5501-2_11}, year = 2021 }
  Link
  https://doi.org/10.1007%2F978-981-16-5501-2_11
2020
1. Moreno-Leiva S, Haas J, Nowak W, Junne T. Flexible energy systems for planning the world’s main copper mines considering geographical conditions. Vienna, Austria: European Geophysical Union (EGU), General Assembly 2020; 2020.
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  @inproceedings{morenoleiva2020submittedflexible, address = {Vienna, Austria}, author = {Moreno-Leiva, S and Haas, J and Nowak, W and Junne, T}, month = {05}, organization = {European Geophysical Union (EGU), General Assembly 2020}, title = {Flexible energy systems for planning the world’s main copper mines considering geographical conditions}, year = 2020 }
2. Guthke A, Bakhshipour AE, de Barros F, Class H, Daniell JE, Dittmer U, et al. A unified framework for quantitative interdisciplinary flood risk assessment. online: AGU Fall Meeting 2020; 2020.
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  @conference{Anneli_AGU_2020, address = {online}, author = {Guthke, Anneli and Bakhshipour, Amin E. and de Barros, Felipe and Class, Holger and Daniell, James E. and Dittmer, Ulrich and Haas, Jannik and Friedrich, Markus and Kropp, Cordula and Merz, Bruno and Oladyshkin, Sergey and Sch{\"a}fer, Andreas M. and Sinsbeck, Michael and Straub, Daniel and Terheiden, Kristina and Wieprecht, Silke and Nowak, Wolfgang}, month = {12}, organization = {AGU Fall Meeting 2020}, title = {A unified framework for quantitative interdisciplinary flood risk assessment}, year = 2020 }
3. Banerjee I, Guthke A, Ven CJCVD, Mumford K, Nowak W. Overcoming the Model-to-Experimental Data Fit Problem in Porous Media: a New Quantitative Method to Evaluate and Compare Models. online: AGU Fall Meeting 2020; 2020.
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  @conference{Ishani_AGU_2020, address = {online}, author = {Banerjee, Ishani and Guthke, Anneli and Ven, Cole J.C. Van De and Mumford, Kevin and Nowak, Wolfgang}, month = {12}, organization = {AGU Fall Meeting 2020}, title = {Overcoming the Model-to-Experimental Data Fit Problem in Porous Media: a New Quantitative Method to Evaluate and Compare Models}, year = 2020 }
4. Jackisch C, Schibalski A, Schröder B, Nowak W, Guthke A. Providing relevant uncertainty information to decision makers: Subjective post-processing of rigorous Bayesian uncertainty assessment of model projections. online: AGU Fall Meeting 2020; 2020.
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  @conference{Jackisch_AGU_2020, address = {online}, author = {Jackisch, Conrad and Schibalski, Anett and Schr{\"o}der, Boris and Nowak, Wolfgang and Guthke, Anneli}, month = {12}, organization = {AGU Fall Meeting 2020}, title = {Providing relevant uncertainty information to decision makers: Subjective post-processing of rigorous Bayesian uncertainty assessment of model projections}, year = 2020 }
5. Hsueh H-F, Guthke A, Wöhling T, Nowak W. Diagnosing Model-structural Errors with a Sliding Time-window Bayesian Analysis. online: AGU Fall Meeting 2020; 2020.
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  @conference{Julia_AGU_2020, address = {online}, author = {Hsueh, Han-Fang and Guthke, Anneli and W\{"o}hling, Thomas and Nowak, Wolfgang}, month = {12}, organization = {AGU Fall Meeting 2020}, title = {Diagnosing Model-structural Errors with a Sliding Time-window Bayesian Analysis}, year = 2020 }
2019
1. Guthke A. Justifiability is key - Bayesian analysis of system and model complexity. Esch-sur-Alzette, Luxembourg: 10th EGU Leonardo Conference on Earth’s hydrological cycle: Global change, landscape ageing and the pulse of catchments; 2019.
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  @conference{Anneli_2019, address = {Esch-sur-Alzette, Luxembourg}, author = {Guthke, A.}, month = {10}, organization = {10th EGU Leonardo Conference on Earth's hydrological cycle: Global change, landscape ageing and the pulse of catchments}, title = {Justifiability is key - {Bayesian} analysis of system and model complexity}, year = 2019 }
2. Praditia T, Walser T, Oladyshkin S, Nowak W. Using physics-based regularization in Artificial Neural Networks to predict thermochemical energy storage systems. In: Fall Meeting 2019, Abstract: IN32B-15. San Francisco, CA, USA: American Geophysical Union (AGU); 2019.
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  @inproceedings{Timothy_AGU2019, address = {San Francisco, CA, USA}, author = {Praditia, T. and Walser, T. and Oladyshkin, S. and Nowak, W.}, booktitle = {Fall Meeting 2019, Abstract: IN32B-15}, month = {12}, organization = {American Geophysical Union (AGU)}, title = {Using physics-based regularization in Artificial Neural Networks to predict thermochemical energy storage systems}, year = 2019 }
2018
1. Most S, Bijeljic B, Bolster D, Nowak W. Simulating three-dimensional non-Fickian transport across arbitrary Péclet regimes using training trajectories. Saint-Malo, France: XXII. International Conference on Computational Methods in Water Resources (CMWR); 2018.
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  @inproceedings{Sebastian, address = {Saint-Malo, France}, author = {Most, S. and Bijeljic, B. and Bolster, D. and Nowak, W.}, month = {06}, organization = {XXII. International Conference on Computational Methods in Water Resources (CMWR)}, title = {Simulating three-dimensional non-Fickian transport across arbitrary P{\'e}clet regimes using training trajectories}, year = 2018 }
2. Haas J, Nowak W, Hagen D. Energy Storage Systems for a 100\% Renewable Power Supply: a Closer Look on Hydropower. In: 13th SDEWES Conference on Sustainable Development of Energy, Water and Environment Systems. Palermo, Italy: SDEWES; 2018.
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  @inproceedings{haas2018submittedenergy, address = {Palermo, Italy}, author = {Haas, Jannik and Nowak, Wolfgang and Hagen, Darynne}, booktitle = {13th SDEWES Conference on Sustainable Development of Energy, Water and Environment Systems}, month = {09}, organization = {SDEWES}, title = {Energy Storage Systems for a 100\% Renewable Power Supply: a Closer Look on Hydropower}, year = 2018 }
3. Schäfer-Rodrigues-Silva A, Nowak W. Diagnosing redundancies, gaps and data match in multi-model ensembles. Saint-Malo, France: XXII. International Conference on Computational Methods in Water Resources (CMWR); 2018.
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  @inproceedings{Schaefer, address = {Saint-Malo, France}, author = {Sch{\"a}fer-Rodrigues-Silva, A. and Nowak, W.}, month = {06}, organization = {XXII. International Conference on Computational Methods in Water Resources (CMWR)}, title = {Diagnosing redundancies, gaps and data match in multi-model ensembles}, year = 2018 }
4. Oladyshkin S, Guthke A, Mohamadi F, Kopmann R, Nowak W. Model selection under computational time constraints: application to river engineering. Saint-Malo, France: XXII. International Conference on Computational Methods in Water Resources (CMWR); 2018.
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  @inproceedings{olad_cmwr2018, address = {Saint-Malo, France}, author = {Oladyshkin, S. and Guthke, Anneli and Mohamadi, F. and Kopmann, R. and Nowak, W.}, month = {06}, organization = {XXII. International Conference on Computational Methods in Water Resources (CMWR)}, title = {Model selection under computational time constraints: application to river engineering}, year = 2018 }
5. Guthke Anneli. Model selection on solid ground: rigorous comparison of nine ways to evaluate Bayesian evidence. Adelaide, Australia: STAHY 2018 Best Paper Award Session; 2018.
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  @inproceedings{Schoeniger_STAHY_2018, address = {Adelaide, Australia}, author = {Guthke, Anneli.}, eventdate = {24-26 September 2018}, month = {09}, organization = {STAHY 2018 Best Paper Award Session}, title = {Model selection on solid ground: rigorous comparison of nine ways to evaluate {B}ayesian evidence}, year = 2018 }
6. Höge M, Wöhling T, Nowak W. The Decisive Role of Model Complexity in Model Selection. In: General Assembly 2018, Geophysical Research Abstracts 20: EGU2018-6499, 2018. Vienna, Austria: European Geosciences Union (EGU); 2018.
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  @inproceedings{Hoege_et_al_2018_EGU, address = {Vienna, Austria}, author = {H{\"o}ge, M. and W{\"o}hling, T. and Nowak, W.}, booktitle = {General Assembly 2018, Geophysical Research Abstracts 20: EGU2018-6499, 2018}, comment = {Session HS2.1.6 – Process understanding in models - Improving hydrologic realism for impact studies}, month = {9 April - 13 April}, organization = {European Geosciences Union (EGU)}, title = {The Decisive Role of Model Complexity in Model Selection}, year = 2018 }
7. Guthke A, Höge M, Nowak W. How model selection and averaging strategies help us improve hydrological models. In: General Assembly 2018, Geophysical Research Abstracts 20: EGU2018-12797, 2018. Vienna, Austria: European Geosciences Union (EGU); 2018.
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  @inproceedings{Guthke_al_2018_EGU_model_selection, address = {Vienna, Austria}, author = {Guthke, Anneli and H{\"o}ge, M. and Nowak, W.}, booktitle = {General Assembly 2018, Geophysical Research Abstracts 20: EGU2018-12797, 2018}, comment = {EGU}, month = {04}, organization = {European Geosciences Union (EGU)}, title = {How model selection and averaging strategies help us improve hydrological models}, year = 2018 }
8. Chow R, Wu H, Bennett J, Dugge J, Wöhling T, Nowak W. Sensitivity of simulated hyporheic exchange residence times to river bathymetry. In: General Assembly 2018, Geophysical Research Abstracts 20: EGU2018-10900, 2018. Vienna, Austria: European Geosciences Union (EGU); 2018.
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  @inproceedings{chow_al_2018_EGU_hyporheic_exchange_bathymetry, address = {Vienna, Austria}, author = {Chow, R. and Wu, H. and Bennett, J. and Dugge, J. and W{\"o}hling, T. and Nowak, W.}, booktitle = {General Assembly 2018, Geophysical Research Abstracts 20: EGU2018-10900, 2018}, comment = {EGU}, month = {04}, organization = {European Geosciences Union (EGU)}, title = {Sensitivity of simulated hyporheic exchange residence times to river bathymetry}, year = 2018 }
9. Khan U, Snieder E, R.Shakir, Höge M, Nowak W. Using model complexity to select the optimum architecture for artificial neural networks. In: General Assembly 2018, Geophysical Research Abstracts 20: EGU2018-17908. Vienna, Austria: European Geosciences Union (EGU); 2018.
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  @inproceedings{Khan_et_al_2018_EGU, address = {Vienna, Austria}, author = {Khan, U. and Snieder, E. and R.Shakir and H{\"o}ge, M. and Nowak, W.}, booktitle = {General Assembly 2018, Geophysical Research Abstracts 20: EGU2018-17908}, comment = {Session HS3.1 – Hydroinformatics: computational intelligence, systems analysis, optimisation, data science}, month = {9 April - 13 April}, organization = {European Geosciences Union (EGU)}, title = {Using model complexity to select the optimum architecture for artificial neural networks}, year = 2018 }
10. Rodriguez-Pretelin A, Nowak W. A framework for transient behavior restriction in WHPA delineation: A dynamic multiobjective approach. Saint-Malo, France: XXII. International Conference on Computational Methods in Water Resources (CMWR); 2018.
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  @inproceedings{Abelardo, address = {Saint-Malo, France}, author = {Rodriguez-Pretelin, A. and Nowak, W.}, month = {06}, organization = {XXII. International Conference on Computational Methods in Water Resources (CMWR)}, title = {A framework for transient behavior restriction in WHPA delineation: A dynamic multiobjective approach}, year = 2018 }
11. Rodriguez-Pretelin A, Nowak W. Unsupervised learning for probabilistic WHPA analysis: A novel approach to identify hydraulic conductivity fields that best approximate geological uncertainties. In: Fall Meeting 2018. Washington, D.C., USA: American Geophysical Union (AGU); 2018.
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  @inproceedings{Abelardo_AGU_2, address = {Washington, D.C., USA}, author = {Rodriguez-Pretelin, A. and Nowak, W.}, booktitle = {Fall Meeting 2018}, comment = {AGU}, month = {12}, organization = {American Geophysical Union (AGU)}, title = {Unsupervised learning for probabilistic WHPA analysis: A novel approach to identify hydraulic conductivity fields that best approximate geological uncertainties}, year = 2018 }
12. Haas J, Khalighi J, Chen P-J, de la Fuente A, Nowak W. Save the Lake! Floating Solar Photovoltaic to Avoid Algae Blooms? In: Fall Meeting 2018. Washington, DC, USA: American Geophysical Union (AGU); 2018.
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  @inproceedings{haas2018floating, address = {Washington, DC, USA}, author = {Haas, Jannik and Khalighi, Jila and Chen, Po-Jung and de la Fuente, Alberto and Nowak, Wolfgang}, booktitle = {Fall Meeting 2018}, month = {12}, organization = {American Geophysical Union (AGU)}, title = {Save the Lake! Floating Solar Photovoltaic to Avoid Algae Blooms?}, year = 2018 }
13. Guthke A, Nowak W. Entropy-based experimental design for optimal model discrimination in the Geosciences. Santander, Spain: Second Workshop on Information Theory and the Earth Sciences; 2018.
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  @inproceedings{Anneli_2018_5, address = {Santander, Spain}, author = {Guthke, Anneli and Nowak, W.}, month = {05}, organization = {Second Workshop on Information Theory and the Earth Sciences}, title = {{Entropy-based experimental design for optimal model discrimination in the Geosciences}}, year = 2018 }
14. Guthke A, Oladyshkin S, Mohammadi F, Kopmann R, Nowak W. Bayesian model selection under computational time constraints: application to river modeling. In: Fall Meeting 2018. Washington, D.C., USA: American Geophysical Union (AGU); 2018.
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  @inproceedings{Anneli_AGU_2018, address = {Washington, D.C., USA}, author = {Guthke, Anneli and Oladyshkin, S. and Mohammadi, F. and Kopmann, R. and Nowak, W.}, booktitle = {Fall Meeting 2018}, comment = {AGU}, month = {12}, organization = {American Geophysical Union (AGU)}, title = {Bayesian model selection under computational time constraints: application to river modeling}, year = 2018 }
15. Rodriguez-Pretelin A, Nowak W. Optimal sampling design for well catchment investigation towards transient analysis of wellhead protection areas. In: Fall Meeting 2018. Washington, D.C., USA: American Geophysical Union (AGU); 2018.
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  @inproceedings{Anneli_AGU_2018, address = {Washington, D.C., USA}, author = {Rodriguez-Pretelin, A. and Nowak, W.}, booktitle = {Fall Meeting 2018}, comment = {AGU}, month = {12}, organization = {American Geophysical Union (AGU)}, title = {Optimal sampling design for well catchment investigation towards transient analysis of wellhead protection areas}, year = 2018 }
16. Rodriguez-Pretelin A, Nowak W. A Multi-Objective Optimization formulation for transient flow restriction in Wellhead Protection. In: JpGU 2018. Chiba, Japan: Japan Geoscience Union (JpGU); 2018.
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  @inproceedings{Abelardo_JpGU, address = {Chiba, Japan}, author = {Rodriguez-Pretelin, A. and Nowak, W.}, booktitle = {JpGU 2018}, month = {05}, organization = {Japan Geoscience Union (JpGU)}, title = {A Multi-Objective Optimization formulation for transient flow restriction in Wellhead Protection}, year = 2018 }
17. Motyka E, Haas J, de la Fuente A. Long-term impact of hydropeaking: Studying the water quality of Rapel Reservoir, and the thermal pollution and hydrological alteration of its downstream river. In: 12th International Symposium on Ecohydraulics (ISE). Tokyo Japan; 2018.
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  @inproceedings{motyka2018longterm, address = {Tokyo Japan}, author = {Motyka, E and Haas, J and de la Fuente, A}, booktitle = {12th International Symposium on Ecohydraulics (ISE)}, title = {Long-term impact of hydropeaking: Studying the water quality of Rapel Reservoir, and the thermal pollution and hydrological alteration of its downstream river}, year = 2018 }
2017
1. Moreno-Leiva S, Valencia F, Haas J, Chudinzow D, Eltrop L. Solar energy alternatives for copper production. In: 23rd SolarPaces International Conference. Santiago, Chile: AIP Proceedings; 2017.
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  @inproceedings{morenoleiva2017solar, address = {Santiago, Chile}, author = {Moreno-Leiva, S and Valencia, F and Haas, J and Chudinzow, D and Eltrop, L}, booktitle = {23rd SolarPaces International Conference}, publisher = {AIP Proceedings}, title = {Solar energy alternatives for copper production}, year = 2017 }
2. Chow R, Bennett J, J. Dugge TW, Nowak W. Evaluating Uncertainty in Estimating Groundwater Residence Time through a River Bend –An Integrated Hydrogeologic Modelling Study. In: General Assembly 2017, Geophysical Research Abstracts 19: EGU2017-1881, 2017. Vienna, Austria: European Geosciences Union (EGU); 2017.
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  @inproceedings{Chow_2017_1_EGU, address = {Vienna, Austria}, author = {Chow, R. and Bennett, J. and J. Dugge, T. W{\"o}hling and Nowak, W.}, booktitle = {General Assembly 2017, Geophysical Research Abstracts 19: EGU2017-1881, 2017}, comment = {EGU}, month = {04}, organization = {European Geosciences Union (EGU)}, title = {Evaluating Uncertainty in Estimating Groundwater Residence Time through a River Bend –An Integrated Hydrogeologic Modelling Study}, year = 2017 }
3. Rodriguez-Pretelin A, Nowak W. Transient flow conditions change how we should think about WHPA delineation: a joint frequency and probability analysis. In: General Assembly 2017, Geophysical Research Abstracts 19: EGU2017-2660, 2017. Vienna, Austria: European Geosciences Union (EGU); 2017.
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  @inproceedings{Rodriguez_2017_1_EGU, address = {Vienna, Austria}, author = {Rodriguez-Pretelin, A. and Nowak, W.}, booktitle = {General Assembly 2017, Geophysical Research Abstracts 19: EGU2017-2660, 2017}, comment = {EGU}, month = {04}, organization = {European Geosciences Union (EGU)}, title = {Transient flow conditions change how we should think about WHPA delineation: a joint frequency and probability analysis}, year = 2017 }
4. Chow R, Bennet J, Dugge J, Wöhling T, Nowak W. Evaluating Predictive Uncertainty of Hyporheic Exchange Modelling. In: Fall Meeting 2017, Abstract: H22D-06. New Orleans, LA, USA: American Geophysical Union (AGU); 2017.
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  @inproceedings{Reynold, address = {New Orleans, LA, USA}, author = {Chow, R. and Bennet, J. and Dugge, J. and W{\"o}hling, T. and Nowak, W.}, booktitle = {Fall Meeting 2017, Abstract: H22D-06}, comment = {AGU}, month = {12}, organization = {American Geophysical Union (AGU)}, title = {Evaluating Predictive Uncertainty of Hyporheic Exchange Modelling}, year = 2017 }
5. Nowak W, Anindito Y, Haas J, Olivares M. Can re-regulation reservoirs and batteries cost-effectively mitigate sub-daily hydropeaking? In: Fall Meeting 2017, Abstract: PA23A-0363. New Orleans, LA, USA: American Geophysical Union (AGU); 2017.
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  @inproceedings{Nowak2017, address = {New Orleans, LA, USA}, author = {Nowak, Wolfgang and Anindito, Yoga and Haas, Jannik and Olivares, Marcelo}, booktitle = {Fall Meeting 2017, Abstract: PA23A-0363}, month = {12}, organization = {American Geophysical Union (AGU)}, title = {{Can re-regulation reservoirs and batteries cost-effectively mitigate sub-daily hydropeaking?}}, year = 2017 }
6. Haas J, Pamparana G, Kracht W, Nowak W, Chudinzow D, Ortiz J. Powering a Semi-Autogenous Grinding mill with photovoltaic energy including mineral management: the optimal energy storage mix. Antofagasta, Chile: 3rd Solar Forum; 2017.
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  @inproceedings{haas2017powering, address = {Antofagasta, Chile}, author = {Haas, Jannik and Pamparana, Giovanni and Kracht, Willy and Nowak, Wolfgang and Chudinzow, Dimitrij and Ortiz, Julián}, organization = {3rd Solar Forum}, title = {Powering a Semi-Autogenous Grinding mill with photovoltaic energy including mineral management: the optimal energy storage mix}, year = 2017 }
7. Guthke A, Höge M, Nowak W. Bayesian model evidence as a model evaluation metric. In: General Assembly 2017, Geophysical Research Abstracts 19: EGU2017-13390-1, 2017. Vienna, Austria: European Geosciences Union (EGU); 2017.
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  @inproceedings{Guthke_2017_1_EGU, address = {Vienna, Austria}, author = {Guthke, Anneli and H{\"o}ge, M. and Nowak, W.}, booktitle = {General Assembly 2017, Geophysical Research Abstracts 19: EGU2017-13390-1, 2017}, comment = {EGU}, month = {04}, organization = {European Geosciences Union (EGU)}, title = {Bayesian model evidence as a model evaluation metric}, year = 2017 }
8. Haas J, Zuniga D, Nowak W, Olivares M, Castelletti A, Tilmant A. The future of hydropower planning modeling. In: Fall Meeting 2017, Abstract: H23J-1805. New Orleans, LA, USA: American Geophysical Union (AGU); 2017.
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  @inproceedings{Haas2017, address = {New Orleans, LA, USA}, author = {Haas, Jannik and Zuniga, Delia and Nowak, Wolfgang and Olivares, Marcelo and Castelletti, Andrea and Tilmant, Amaury}, booktitle = {Fall Meeting 2017, Abstract: H23J-1805}, month = {12}, organization = {American Geophysical Union (AGU)}, title = {{The future of hydropower planning modeling}}, year = 2017 }
9. Most S, Bijeljic B, Bolster D, Dentz M, Nowak W. Simulating Non-Fickian Transport across Péclet Regimes by doing Lévy Flights in the Rank Space of Velocity. In: Fall Meeting 2017, Abstract: H31D-1545. New Orleans, LA, USA: American Geophysical Union (AGU); 2017.
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  @inproceedings{SebastianAGU, address = {New Orleans, LA, USA}, author = {Most, S. and Bijeljic, B. and Bolster, D. and Dentz, M. and Nowak, W.}, booktitle = {Fall Meeting 2017, Abstract: H31D-1545}, comment = {AGU}, month = {12}, organization = {American Geophysical Union (AGU)}, title = {Simulating Non-Fickian Transport across P{\'e}clet Regimes by doing L{\'e}vy Flights in the Rank Space of Velocity}, year = 2017 }
10. Fernandez B, Kopmann R, Oladyshkin S. Automated Calibration For Numerical Models Of Riverflow. In: General Assembly 2017, Geophysical Research Abstracts 19: EGU2017-1026-3, 2017. Vienna, Austria: European Geosciences Union (EGU); 2017.
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  @inproceedings{Oladyshkin_2017_1_EGU, address = {Vienna, Austria}, author = {Fernandez, B. and Kopmann, R. and Oladyshkin, S.}, booktitle = {General Assembly 2017, Geophysical Research Abstracts 19: EGU2017-1026-3, 2017}, comment = {EGU}, month = {04}, organization = {European Geosciences Union (EGU)}, title = {Automated Calibration For Numerical Models Of Riverflow}, year = 2017 }
11. Ortiz J, Kracht W, Pamparana G, Haas J. Integrating sustainable energy sources into a Semi-Autogenous Grinding mill: a simulated case study accounting for spatial variability of ore grindability. Kingston, Canada: Annual meeting of the GAC/MAC; 2017.
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  @inproceedings{noauthororeditor2017integrating, address = {Kingston, Canada}, author = {Ortiz, J. and Kracht, W. and Pamparana, G. and Haas, J.}, organization = {Annual meeting of the GAC/MAC}, title = {Integrating sustainable energy sources into a Semi-Autogenous Grinding mill: a simulated case study accounting for spatial variability of ore grindability}, year = 2017 }
12. Höge M, Illman W, Nowak W. Bayesian Model Selection under Time Constraints. In: Fall Meeting 2017, Abstract: H23C-1661. New Orleans, LA, USA: American Geophysical Union (AGU); 2017.
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  @inproceedings{Marvin_AGU, address = {New Orleans, LA, USA}, author = {H{\"o}ge, M. and Illman, W. and Nowak, W.}, booktitle = {Fall Meeting 2017, Abstract: H23C-1661}, comment = {AGU}, month = {12}, organization = {American Geophysical Union (AGU)}, title = {Bayesian Model Selection under Time Constraints}, year = 2017 }
13. Rodriguez-Pretelin A, Nowak W. And yet it moves! Involving transient flow conditions is the logical next step for WHPA analysis. In: Fall Meeting 2017, Abstract: H31D-1529. New Orleans, LA, USA: American Geophysical Union (AGU); 2017.
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  @inproceedings{Abelardo, address = {New Orleans, LA, USA}, author = {Rodriguez-Pretelin, A. and Nowak, W.}, booktitle = {Fall Meeting 2017, Abstract: H31D-1529}, comment = {AGU}, month = {12}, organization = {American Geophysical Union (AGU)}, title = {And yet it moves! Involving transient flow conditions is the logical next step for WHPA analysis}, year = 2017 }
14. Rodriguez-Pretelin A, Nowak W. Minimizing transient influence in WHPA delineation: An optimization approach for optimal pumping rate schemes. In: Fall Meeting 2017, Abstract: PA53B-0274. New Orleans, LA, USA: American Geophysical Union (AGU); 2017.
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  @inproceedings{Abelardo, address = {New Orleans, LA, USA}, author = {Rodriguez-Pretelin, A. and Nowak, W.}, booktitle = {Fall Meeting 2017, Abstract: PA53B-0274}, comment = {AGU}, month = {12}, organization = {American Geophysical Union (AGU)}, title = {Minimizing transient influence in WHPA delineation: An optimization approach for optimal pumping rate schemes}, year = 2017 }
2016
1. Haas J, Schradi J, Nowak W. Performance of Optimization Heuristics for the Operational Planning of Multienergy Storage Systems. In: Fall Meeting 2016, Abstract: GC51C-1162. San Francisco, CA, USA: American Geophysical Union (AGU); 2016.
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  @inproceedings{Haas_2016_1, address = {San Francisco, CA, USA}, author = {Haas, J. and Schradi, J. and Nowak, W.}, booktitle = {Fall Meeting 2016, Abstract: GC51C-1162}, comment = {AGU}, month = {12}, organization = {American Geophysical Union {(AGU)}}, title = {Performance of Optimization Heuristics for the Operational Planning of Multienergy Storage Systems}, year = 2016 }
2. Most S, Bolster D, Bijeljic B, Nowak W. Coarse Graining of Non-Fickian Solute Transport – PTRW on Smoothed Velocity Fields. In: Fall Meeting 2016, Abstract: H51D-1501. San Francisco, CA, USA: American Geophysical Union (AGU); 2016.
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  BibTeX
  @inproceedings{Most_2016_1, address = {San Francisco, CA, USA}, author = {Most, S. and Bolster, D. and Bijeljic, B. and Nowak, W.}, booktitle = {Fall Meeting 2016, Abstract: H51D-1501}, comment = {AGU}, month = {12}, organization = {American Geophysical Union {(AGU)}}, title = {Coarse Graining of Non-Fickian Solute Transport – PTRW on Smoothed Velocity Fields}, year = 2016 }
3. T. H. Mai, W. Nowak RK, Oladyshkin S. Uncertainty quantification for a hydro-morphodynamic model of river Rhine. In: General Assembly 2016, Geophysical Research Abstracts 18: EGU2016-5701-3, 2016. Vienna, Austria: European Geosciences Union (EGU); 2016.
  - BibTeX
  BibTeX
  @inproceedings{Oladyshkin_2016_2_EGU, address = {Vienna, Austria}, author = {{T. H. Mai, W. Nowak}, R. Kopmann and Oladyshkin, S.}, booktitle = {General Assembly 2016, Geophysical Research Abstracts 18: EGU2016-5701-3, 2016}, comment = {EGU}, month = {04}, organization = {European Geosciences Union (EGU)}, title = {Uncertainty quantification for a hydro-morphodynamic model of river Rhine}, year = 2016 }
4. Cihan A, Birkholzer JT, Trevisan L, González-Nicolás A, Illangasekare T. Importance of considering hysteresis in macroscopic models of two-phase flow in porous media. In: Fall Meeting 2016, Abstract: H51B-1446. San Francisco, CA, USA: American Geophysical Union (AGU); 2016.
  - BibTeX
  BibTeX
  @inproceedings{Ana_2016_1, address = {San Francisco, CA, USA}, author = {Cihan, A. and Birkholzer, J. T. and Trevisan, L. and Gonz{\'a}lez-Nicol{\'a}s, A. and Illangasekare, T.}, booktitle = {Fall Meeting 2016, Abstract: H51B-1446}, comment = {AGU}, month = {12}, organization = {American Geophysical Union (AGU)}, title = {Importance of considering hysteresis in macroscopic models of two-phase flow in porous media}, year = 2016 }
5. González-Nicolás A, Cihan A, Birkholzer JT, Petrusak R, Zhou Q, Riestenberg DE, et al. Adaptive management for subsurface pressure and plume control in application to geological CO2 storage. In: Fall Meeting 2016, Abstract: H41B-1306. San Francisco, CA, USA: American Geophysical Union (AGU); 2016.
  - BibTeX
  BibTeX
  @inproceedings{Ana_2016_1, address = {San Francisco, CA, USA}, author = {Gonz{\'a}lez-Nicol{\'a}s, A. and Cihan, A. and Birkholzer, J. T. and Petrusak, R. and Zhou, Q. and Riestenberg, D. E. and Trautz, R. C. and Godec, M.}, booktitle = {Fall Meeting 2016, Abstract: H41B-1306}, comment = {AGU}, month = {12}, organization = {American Geophysical Union (AGU)}, title = {Adaptive management for subsurface pressure and plume control in application to geological CO2 storage}, year = 2016 }
6. Höge M, Wöhling T, Nowak W. On the Way to Appropriate Model Complexity. In: Fall Meeting 2016, Abstract: NG13A-1683. San Francisco, CA, USA: American Geophysical Union (AGU); 2016.
  - BibTeX
  BibTeX
  @inproceedings{Hoege_et_al_2016_AGU, address = {San Francisco, CA, USA}, author = {H{\"o}ge, M. and W{\"o}hling, T. and Nowak, W.}, booktitle = {Fall Meeting 2016, Abstract: NG13A-1683}, comment = {Session NG13A: Models, Data, and Symmetries}, month = {12}, organization = {American Geophysical Union (AGU)}, title = {On the Way to Appropriate Model Complexity}, year = 2016 }
7. Most S, Jia N, Bijeljic B, Nowak W. Simulating Pre-Asymptotic, Non-Fickian Transport Although Doing Simple Random Walks - Supported By Empirical Pore-Scale Velocity Distributions and Memory Effects. In: Fall Meeting 2016, Abstract: H51D-1502. San Francisco, CA, USA: American Geophysical Union (AGU); 2016.
  - BibTeX
  BibTeX
  @inproceedings{Most_2016_2, address = {San Francisco, CA, USA}, author = {Most, S. and Jia, N. and Bijeljic, B. and Nowak, W.}, booktitle = {Fall Meeting 2016, Abstract: H51D-1502}, comment = {AGU}, month = {12}, organization = {American Geophysical Union {(AGU)}}, title = {Simulating Pre-Asymptotic, Non-Fickian Transport Although Doing Simple Random Walks - Supported By Empirical Pore-Scale Velocity Distributions and Memory Effects}, year = 2016 }
8. Most S, Bijeljic B, Nowak W. Let’s move to spheres! Why a spherical coordinate system is rewarding when analyzing particle increment statistics. In: General Assembly 2016, Geophysical Research Abstracts, Volume 18. Vienna, Austria: European Geosciences Union (EGU); 2016.
  - BibTeX
  BibTeX
  @inproceedings{most_2016_01, address = {Vienna, Austria}, author = {Most, S. and Bijeljic, B. and Nowak, W.}, booktitle = {General Assembly 2016, Geophysical Research Abstracts, Volume 18}, comment = {EGU}, month = {04}, organization = {European Geosciences Union (EGU)}, title = {Let’s move to spheres{!} {W}hy a spherical coordinate system is rewarding when analyzing particle increment statistics}, year = 2016 }
9. Schöniger A, Illman WA, Wöhling T, Nowak W. Which level of model complexity is justified by your data? A Bayesian answer. In: General Assembly 2016, Geophysical Research Abstracts 20: EGU2016-12413, 2016. Vienna, Austria: European Geosciences Union (EGU); 2016.
  - BibTeX
  BibTeX
  @inproceedings{Schoniger_al_2016_EGU, address = {Vienna, Austria}, author = {Sch{\"o}niger, Anneli and Illman, W. A. and W{\"o}hling, T. and Nowak, W.}, booktitle = {General Assembly 2016, Geophysical Research Abstracts 20: EGU2016-12413, 2016}, comment = {EGU}, month = {04}, organization = {European Geosciences Union (EGU)}, title = {Which level of model complexity is justified by your data? A Bayesian answer}, year = 2016 }
10. Schulte D, Rühaak W, Welsch B, Oladyshkin S, Sass I. Optimization of borehole heat exchanger arrays. Energy Storages. In: General Assembly 2016, Geophysical Research Abstracts 18: EGU2016-8405-1, 2016. Vienna, Austria: European Geosciences Union (EGU); 2016.
  - BibTeX
  BibTeX
  @inproceedings{Oladyshkin_2016_EGU, address = {Vienna, Austria}, author = {Schulte, D. and R{\"u}haak, W. and Welsch, B. and Oladyshkin, S. and Sass, I.}, booktitle = {General Assembly 2016, Geophysical Research Abstracts 18: EGU2016-8405-1, 2016}, comment = {EGU}, month = {04}, organization = {European Geosciences Union (EGU)}, title = {Optimization of borehole heat exchanger arrays. Energy Storages}, year = 2016 }
11. Cabrera E, Schneider A, Wefringhaus E, Rabanal J, Ferrada P, Thaller D, et al. Advancements in the development of “AtaMo”: A solar module adapted for the climate conditions of the Atacama Desert in Chile – The impact of soiling and abrasion. In: 32nd European Photovoltaic Solar Energy Conference and Exhibition. Munich, Germany; 2016.
  - BibTeX
  BibTeX
  @inproceedings{cabrera2016advancements, address = {Munich, Germany}, author = {Cabrera, E and Schneider, A and Wefringhaus, E and Rabanal, J and Ferrada, P and Thaller, D and Araya, F and Marzo, A and Trigo, M and Olivares, D and Haas, J and Fuentealba, E and Kopecek, R}, booktitle = {32nd European Photovoltaic Solar Energy Conference and Exhibition}, title = {Advancements in the development of “AtaMo”: A solar module adapted for the climate conditions of the Atacama Desert in Chile – The impact of soiling and abrasion}, year = 2016 }
12. Telsnig T, Potz C, Haas J, Eltrop L, Palma-Behnke R. Opportunities to Integrate Solar Technologies into the Chilean Lithium Mining Industry – Reducing Process Related GHG Emissions of a Strategic Storage Resource. In: 22nd SolarPACES International Conference. Abu Dhabi, UAE: AIP Proceedings; 2016.
  - BibTeX
  BibTeX
  @inproceedings{telsnig2016opportunities, address = {Abu Dhabi, UAE}, author = {Telsnig, T and Potz, C and Haas, J and Eltrop, L and Palma-Behnke, R}, booktitle = {22nd SolarPACES International Conference}, publisher = {AIP Proceedings}, title = {Opportunities to Integrate Solar Technologies into the Chilean Lithium Mining Industry – Reducing Process Related GHG Emissions of a Strategic Storage Resource}, year = 2016 }
13. Bode F, Nowak W, Reed PM, Reuschen S. Putting Man in the Machine: Exploiting Expertise to Enhance Multiobjective Design of Water Supply Monitoring Network. In: Fall Meeting 2016, Abstract: H51A-1413. San Francisco, CA, USA: American Geophysical Union (AGU); 2016.
  - BibTeX
  BibTeX
  @inproceedings{Bode_2016_1, address = {San Francisco, CA, USA}, author = {Bode, F. and Nowak, W. and Reed, P. M. and Reuschen, S.}, booktitle = {Fall Meeting 2016, Abstract: H51A-1413}, comment = {AGU}, month = {12}, organization = {American Geophysical Union {(AGU)}}, title = {Putting Man in the Machine: Exploiting Expertise to Enhance Multiobjective Design of Water Supply Monitoring Network}, year = 2016 }
2015
1. Bode F, Reuschen S, Nowak W. Never Use the Complete Search Space: A Concept to Enhance the Optimization Procedure for Monitoring Networks. In: Fall Meeting 2015, Abstract: IN11B-1774. San Francisco, CA, USA: American Geophysical Union (AGU); 2015.
  - BibTeX
  BibTeX
  @inproceedings{bode2015AGU, address = {San Francisco, CA, USA}, author = {Bode, Felix and Reuschen, Sebastian and Nowak, Wolfgang}, booktitle = {Fall Meeting 2015, Abstract: IN11B-1774}, comment = {AGU}, month = {12}, organization = {American Geophysical Union {(AGU)}}, title = {Never Use the Complete Search Space: A Concept to Enhance the Optimization Procedure for Monitoring Networks}, year = 2015 }
2. Schöniger A, Wöhling T, Samaniego L, Nowak W. On the various (good and bad) ways to evaluate Bayesian model weights. In: General Assembly 2015, Geophysical Research Abstracts 17: EGU2015-2084-2, 2015. Vienna, Austria: European Geosciences Union (EGU); 2015.
  - BibTeX
  BibTeX
  @inproceedings{Schoniger_al_2015_EGU, address = {Vienna, Austria}, author = {Sch{\"o}niger, Anneli and W{\"o}hling, T. and Samaniego, L. and Nowak, W.}, booktitle = {General Assembly 2015, Geophysical Research Abstracts 17: EGU2015-2084-2, 2015}, comment = {EGU}, month = {04}, organization = {European Geosciences Union (EGU)}, title = {On the various (good and bad) ways to evaluate Bayesian model weights}, year = 2015 }
3. Hlawatsch M, Oladyshkin S, Weiskopf D. Employing Model Reduction for Uncertainty Visualization in the Context of CO$_2$ Storage Simulation. Visualization for Decision Making Under Uncertainty. In: SPE Reservoir Simulation Symposium. Chicago, IL, USA: IEEE VIS 2015 Conference; 2015.
  - BibTeX
  BibTeX
  @inproceedings{Hlawatsch_2015_01, address = {Chicago, IL, USA}, author = {Hlawatsch, M. and Oladyshkin, S. and Weiskopf, D.}, booktitle = {SPE Reservoir Simulation Symposium}, organization = {IEEE VIS 2015 Conference}, title = {Employing {M}odel {R}eduction for {U}ncertainty {V}isualization in the {C}ontext of {C}{O}$_2$ {S}torage {S}imulation. {V}isualization for {D}ecision {M}aking {U}nder {U}ncertainty}, year = 2015 }
4. Agada S, Geiger S, Elsheikh AH, Mackay E, Oladyshkin S. Reduced Order Models for Rapid EOR Simulation in Fractured Carbonate Reservoirs. In: SPE Reservoir Simulation Symposium. Society of Petroleum Engineers; 2015. pp. SPE–173205.
  - BibTeX
  BibTeX
  @inproceedings{agada2015reduced, author = {Agada, S. and Geiger, S. and Elsheikh, A. H. and Mackay, E. and Oladyshkin, S.}, booktitle = {SPE Reservoir Simulation Symposium}, doi = {10.2118/173205-MS}, organization = {Society of Petroleum Engineers}, pages = {SPE-173205}, title = {Reduced {O}rder {M}odels for {R}apid {E}{O}{R} {S}imulation in {F}ractured {C}arbonate {R}eservoirs}, year = 2015 }
5. Most S, Bijeljic B, Nowak W. One Hundred Ways to be Non-Fickian - A Rigorous Multi-Variate Statistical Analysis of Pore-Scale Transport. In: General Assembly 2015, Geophysical Research Abstracts 17: EGU2015-11212, 2015. Vienna, Austria: European Geosciences Union (EGU); 2015.
  - BibTeX
  BibTeX
  @inproceedings{most_2015_01, address = {Vienna, Austria}, author = {Most, S. and Bijeljic, B. and Nowak, W.}, booktitle = {General Assembly 2015, Geophysical Research Abstracts 17: EGU2015-11212, 2015}, comment = {EGU}, month = {04}, organization = {European Geosciences Union (EGU)}, title = {One {H}undred {W}ays to be {N}on-{F}ickian - {A} {R}igorous {M}ulti-{V}ariate {S}tatistical {A}nalysis of {P}ore-{S}cale {T}ransport}, year = 2015 }
6. G’omez-Hernández JJ, Xu T. Inverse Sequential Simulation-inversion by Conditioning. In: Petroleum Geostatistics 2015. 2015.
  - BibTeX
  BibTeX
  @inproceedings{gomez2015inverse, author = {G{'o}mez-Hern{\'a}ndez, J Jaime and Xu, Teng}, booktitle = {Petroleum Geostatistics 2015}, title = {Inverse Sequential Simulation-inversion by Conditioning}, year = 2015 }
7. Bode F, Loschko M, Nowak W. How to Decide? Multi-Objective Early-Warning Monitoring Networks for Water Suppliers. In: General Assembly 2015, Geophysical Research Abstracts 17: EGU2015-9270, 2015. Vienna, Austria: European Geosciences Union (EGU); 2015.
  - BibTeX
  BibTeX
  @inproceedings{bode_2015_01, address = {Vienna, Austria}, author = {Bode, F. and Loschko, M. and Nowak, W.}, booktitle = {General Assembly 2015, Geophysical Research Abstracts 17: EGU2015-9270, 2015}, comment = {EGU}, month = {04}, organization = {European Geosciences Union (EGU)}, title = {How to {D}ecide? {M}ulti-{O}bjective {E}arly-{W}arning {M}onitoring {N}etworks for {W}ater {S}uppliers}, year = 2015 }
8. Namhata A, Dilmore R, Oladyshkin S, Zhang L, Nakles DV. Modeling, Uncertainty Quantification and Sensitivity Analysis of Subsurface Fluid Migration in the Above Zone Monitoring Interval of a Geologic Carbon Storage Site. In: Fall Meeting 2015, Abstract: H51U-05. San Francisco, CA, USA: American Geophysical Union (AGU); 2015.
  - BibTeX
  BibTeX
  @inproceedings{Namhata_2015_1, address = {San Francisco, CA, USA}, author = {Namhata, A. and Dilmore, R. and Oladyshkin, S. and Zhang, L. and Nakles, D. V.}, booktitle = {Fall Meeting 2015, Abstract: H51U-05}, comment = {AGU}, month = {12}, organization = {American Geophysical Union {(AGU)}}, title = {Modeling, {U}ncertainty {Q}uantification and {S}ensitivity {A}nalysis of {S}ubsurface {F}luid {M}igration in the {A}bove {Z}one {M}onitoring {I}nterval of a {G}eologic {C}arbon {S}torage {S}ite}, year = 2015 }
9. Most S, Bijeljic B, Nowak W. A Full Empirical Description of Mixing and Dilution - The Fingerprint of Non-Fickian Mixing. In: Fall Meeting 2015, Abstract: H51F-1429. San Francisco, CA, USA: American Geophysical Union (AGU); 2015.
  - BibTeX
  BibTeX
  @inproceedings{most_agu_15, address = {San Francisco, CA, USA}, author = {Most, S. and Bijeljic, B. and Nowak, W.}, booktitle = {Fall Meeting 2015, Abstract: H51F-1429}, comment = {AGU}, month = {12}, organization = {American Geophysical Union {(AGU)}}, title = {A {F}ull {E}mpirical {D}escription of {M}ixing and {D}ilution - {T}he {F}ingerprint of {N}on-{F}ickian {M}ixing}, year = 2015 }
10. Sinsbeck M, Tartakovsky D. Impact of Data Assimilation on Cost-Accuracy Tradeoff in Multi-Fidelity Models at the Example of an Infiltration Problem. In: General Assembly 2015, Geophysical Research Abstracts 17: EGU2015-11902, 2015. Vienna, Austria: European Geosciences Union (EGU); 2015.
  - BibTeX
  BibTeX
  @inproceedings{Sinsbeck_Tartakovsky_2015, address = {Vienna, Austria}, author = {Sinsbeck, M. and Tartakovsky, D.}, booktitle = {General Assembly 2015, Geophysical Research Abstracts 17: EGU2015-11902, 2015}, comment = {EGU}, month = {12 April - 17 April}, organization = {European Geosciences Union (EGU)}, title = {Impact of Data Assimilation on Cost-Accuracy Tradeoff in Multi-Fidelity Models at the Example of an Infiltration Problem}, year = 2015 }
11. Nowak W, Wöhling T, Schöniger A. Lessons learned from a past series of Bayesian model averaging studies for soil/plant models. In: General Assembly 2015, Geophysical Research Abstracts 17: EGU2015-10293-1, 2015. Vienna, Austria: European Geosciences Union (EGU); 2015.
  - BibTeX
  BibTeX
  @inproceedings{Schoniger_al_2015_2_EGU, address = {Vienna, Austria}, author = {Nowak, W. and W{\"o}hling, T. and Sch{\"o}niger, Anneli}, booktitle = {General Assembly 2015, Geophysical Research Abstracts 17: EGU2015-10293-1, 2015}, comment = {EGU}, month = {04}, organization = {European Geosciences Union (EGU)}, title = {Lessons learned from a past series of Bayesian model averaging studies for soil/plant models}, year = 2015 }
2014
1. Most S, Bijeljic B, Nowak W. Is There a Critical Distance for Fickian Transport? - a Statistical Approach to Sub-Fickian Transport Modelling in Porous Media. In: Fall Meeting 2014, Abstract: H23B-0868. San Francisco, CA, USA: American Geophysical Union (AGU); 2014.
  - BibTeX
  BibTeX
  @inproceedings{most_agu_14, address = {San Francisco, CA, USA}, author = {Most, S. and Bijeljic, B. and Nowak, W.}, booktitle = {Fall Meeting 2014, Abstract: H23B-0868}, comment = {AGU}, month = {12}, organization = {American Geophysical Union {(AGU)}}, title = {Is {T}here a {C}ritical {D}istance for {F}ickian {T}ransport{?} - a {S}tatistical {A}pproach to {S}ub-{F}ickian {T}ransport {M}odelling in {P}orous {M}edia}, year = 2014 }
2. Elsheikh AH, Oladyshkin S, Nowak W, Christie M. Estimating the probability of CO_2 leakage using rare event simulation. In: ECMOR XIV-14th European conference on the mathematics of oil recovery. 2014. p. We B25.
  - BibTeX
  BibTeX
  @inproceedings{Elsheikh2014, author = {Elsheikh, A. H. and Oladyshkin, S. and Nowak, W. and Christie, M.}, booktitle = {ECMOR XIV-14th European conference on the mathematics of oil recovery}, doi = {10.3997/2214-4609.20141876}, pages = {We B25}, title = {Estimating the probability of {C}{O}_2 leakage using rare event simulation}, year = 2014 }
3. González-Nicolás A, Baú D. Detection of leaky caprock areas in carbon geological storage by pressure data assimilation. Stuttgart, Germany: XX. International Conference on Computational Methods in Water Resources (CMWR); 2014.
  - BibTeX
  BibTeX
  @inproceedings{Ana_cmwr2014, address = {Stuttgart, Germany}, author = {Gonz{\'a}lez-Nicol{\'a}s, A. and Ba{\'u}, D.}, month = {06}, organization = {XX. International Conference on Computational Methods in Water Resources (CMWR)}, title = {Detection of leaky caprock areas in carbon geological storage by pressure data assimilation}, year = 2014 }
4. Schöniger A, Wöhling T, Nowak W. How reliable is Bayesian model averaging under noisy data? Statistical assessment and implications for robust model selection. In: General Assembly 2014, Geophysical Research Abstracts 16: EGU2014-2211, 2014. Vienna, Austria: European Geosciences Union (EGU); 2014.
  - BibTeX
  BibTeX
  @inproceedings{Schoniger_al_2014_EGU, address = {Vienna, Austria}, author = {Sch{\"o}niger, Anneli and W{\"o}hling, T. and Nowak, W.}, booktitle = {General Assembly 2014, Geophysical Research Abstracts 16: EGU2014-2211, 2014}, comment = {EGU}, month = {27 April - 02 May}, organization = {European Geosciences Union (EGU)}, title = {How reliable is Bayesian model averaging under noisy data? Statistical assessment and implications for robust model selection}, year = 2014 }
5. Zhang Y, Oladyshkin S, Y YL, Pau GSH. Comparison of Applying four Reduced Order Models to a Global Sensitivity Analysis. In: Fall Meeting 2014, Abstract: H31J-0761. San Francisco, CA, USA: American Geophysical Union (AGU); 2014.
  - BibTeX
  BibTeX
  @inproceedings{Zhang_2014_1, address = {San Francisco, CA, USA}, author = {Zhang, Y. and Oladyshkin, S. and Y, Y. Liu and Pau, G. S. H.}, booktitle = {Fall Meeting 2014, Abstract: H31J-0761}, comment = {AGU}, month = {12}, organization = {American Geophysical Union {(AGU)}}, title = {Comparison of {A}pplying four {R}educed {O}rder {M}odels to a {G}lobal {S}ensitivity {A}nalysis}, year = 2014 }
6. Schöniger A, Wöhling T, Nowak W. How to address measurement noise in Bayesian model averaging. In: Fall Meeting 2014, Abstract: H23K-1017. San Francisco, CA, USA: American Geophysical Union (AGU); 2014.
  - BibTeX
  BibTeX
  @inproceedings{Anneli_AGU, address = {San Francisco, CA, USA}, author = {Sch{\"o}niger, Anneli and W{\"o}hling, T. and Nowak, W.}, booktitle = {Fall Meeting 2014, Abstract: H23K-1017}, comment = {AGU}, month = {12}, organization = {American Geophysical Union (AGU)}, title = {How to address measurement noise in Bayesian model averaging}, year = 2014 }
7. Bode F, Loschko M, Nowak W. A Risk-Based Multi-Objective Optimization Concept for Early-Warning Monitoring Networks. In: Fall Meeting 2014, Abstract: H23K-1023. San Francisco, CA, USA: American Geophysical Union (AGU); 2014.
  - BibTeX
  BibTeX
  @inproceedings{bode2014AGU, address = {San Francisco, CA, USA}, author = {Bode, F. and Loschko, M. and Nowak, W.}, booktitle = {Fall Meeting 2014, Abstract: H23K-1023}, comment = {AGU}, month = {12}, organization = {American Geophysical Union {(AGU)}}, title = {A {R}isk-{B}ased {M}ulti-{O}bjective {O}ptimization {C}oncept for {E}arly-{W}arning {M}onitoring {N}etworks}, year = 2014 }
8. Schröder P, Class H, Nowak W. On combination of strict Bayesian principles with model reduction technique or how stochastic model calibration can become feasible for large-scale applications. In: Fall Meeting 2013, Abstract: H24F-02. San Francisco, CA, USA: American Geophysical Union (AGU); 2014.
  - BibTeX
  BibTeX
  @inproceedings{Schroeder_2014_01, address = {San Francisco, CA, USA}, author = {Schr{\"o}der, P. and Class, H. and Nowak, W.}, booktitle = {Fall Meeting 2013, Abstract: H24F-02}, comment = {AGU}, month = {12}, organization = {American Geophysical Union {(AGU)}}, title = {On combination of strict {B}ayesian principles with model reduction technique or how stochastic model calibration can become feasible for large-scale applications}, year = 2014 }
2013
1. Geiges A, Nowak W, Rubin Y. Challenges for the sequential interaction between optimal design of field campaign and model calibration for non-linear systems. In: Fall Meeting 2013, Abstract: H24F-03. San Francisco, CA, USA: American Geophysical Union (AGU); 2013.
  - BibTeX
  BibTeX
  @inproceedings{Geiges_2013_1, address = {San Francisco, CA, USA}, author = {Geiges, A. and Nowak, W. and Rubin, Y.}, booktitle = {Fall Meeting 2013, Abstract: H24F-03}, comment = {AGU}, month = {12}, organization = {American Geophysical Union {(AGU)}}, title = {Challenges for the sequential interaction between optimal design of field campaign and model calibration for non-linear systems}, year = 2013 }
2. Bode F, Binning P, Nowak W. What Factors Coordinate the Optimal Position of a Single Monitoring Well Down Gradient of a Hazardous Site. In: Fall Meeting 2013, Abstract: H21I-1175. San Francisco, CA, USA: American Geophysical Union (AGU); 2013.
  - BibTeX
  BibTeX
  @inproceedings{bode2013AGU, address = {San Francisco, CA, USA}, author = {Bode, F. and Binning, P. and Nowak, W.}, booktitle = {Fall Meeting 2013, Abstract: H21I-1175}, comment = {AGU}, month = {12}, organization = {American Geophysical Union {(AGU)}}, title = {{What Factors Coordinate the Optimal Position of a Single Monitoring Well Down Gradient of a Hazardous Site}}, year = 2013 }
3. Wöhling T, Geiges A, Nowak W, Gayler S. Evaluating experimental design for soil-plant model selection using a Bootstrap Filter and Bayesian model averaging. In: Fall Meeting 2013, Abstract: H33J-03. San Francisco, CA, USA: American Geophysical Union (AGU); 2013.
  - BibTeX
  BibTeX
  @inproceedings{Anneli_AGU, address = {San Francisco, CA, USA}, author = {W{\"o}hling, T. and Geiges, A. and Nowak, W. and Gayler, S.}, booktitle = {Fall Meeting 2013, Abstract: H33J-03}, comment = {AGU}, month = {12}, organization = {American Geophysical Union (AGU)}, title = {Evaluating experimental design for soil-plant model selection using a Bootstrap Filter and Bayesian model averaging}, year = 2013 }
4. Oladyshkin S, Schröder P, Class H, Nowak W. Chaos Expansion Based Bootstrap Filter To Calibrate CO2 Injection Models. In: General Assembly 2013, Geophysical Research Abstracts 15: EGU2013-3214, 2013. Vienna, Austria: European Geosciences Union (EGU); 2013.
  - BibTeX
  BibTeX
  @inproceedings{Oladyshkin_2013_01, address = {Vienna, Austria}, author = {Oladyshkin, S. and Schr{\"o}der, P. and Class, H. and Nowak, W.}, booktitle = {General Assembly 2013, Geophysical Research Abstracts 15: EGU2013-3214, 2013}, comment = {EGU}, month = {04}, organization = {European Geosciences Union (EGU)}, title = {Chaos {E}xpansion {B}ased {B}ootstrap {F}ilter {T}o {C}alibrate CO2 {I}njection {M}odels}, year = 2013 }
5. Schöniger A, Wöhling WNT. Do Bayesian model weights tell the whole story? New analysis and optimal design tools for maximum-confidence model selection. In: Fall Meeting 2013, Abstract: H33J-02. San Francisco, CA, USA: American Geophysical Union (AGU); 2013.
  - BibTeX
  BibTeX
  @inproceedings{Anneli_AGU, address = {San Francisco, CA, USA}, author = {Sch{\"o}niger, Anneli and W{\"o}hling, W. Nowak T.}, booktitle = {Fall Meeting 2013, Abstract: H33J-02}, comment = {AGU}, month = {12}, organization = {American Geophysical Union (AGU)}, title = {Do Bayesian model weights tell the whole story? New analysis and optimal design tools for maximum-confidence model selection}, year = 2013 }
2012
1. Geiges A, Nowak W. A reverse analysis framework for the assessment of data worth in optimal design. In: Fall Meeting 2012, Abstract: H11K-05. San Francisco, CA, USA: American Geophysical Union (AGU); 2012.
  - BibTeX
  BibTeX
  @inproceedings{Geiges_2012_2, address = {San Francisco, CA, USA}, author = {Geiges, A. and Nowak, W.}, booktitle = {Fall Meeting 2012, Abstract: H11K-05}, comment = {AGU}, month = {12}, organization = {American Geophysical Union {(AGU)}}, title = {A reverse analysis framework for the assessment of data worth in optimal design}, year = 2012 }
2. Enzenhöfer R, Rodriguez-Pretelin A, Nowak W. Transient flow conditions in probabilistic wellhead protection: importance and ways to manage spatial and temporal uncertainty in capture zone delineation. In: Fall Meeting 2012, Abstract: H33I-1443. San Francisco, CA, USA: American Geophysical Union (AGU); 2012.
  - BibTeX
  BibTeX
  @inproceedings{enzenhoefer_2012_01, address = {San Francisco, CA, USA}, author = {Enzenh{\"o}fer, R. and Rodriguez-Pretelin, A. and Nowak, W.}, booktitle = {Fall Meeting 2012, Abstract: H33I-1443}, comment = {AGU}, month = {12}, organization = {American Geophysical Union {(AGU)}}, title = {Transient flow conditions in probabilistic wellhead protection: importance and ways to manage spatial and temporal uncertainty in capture zone delineation}, year = 2012 }
3. Ashraf M, Oladyshkin S, Nowak W. Geological storage of CO$_2$: sensitivity analysis and risk assessment using arbitrary polynomial chaos expansion. In: General Assembly 2012, Geophysical Research Abstracts 14: EGU2012-9243, 2012. Vienna, Austria: European Geosciences Union (EGU); 2012.
  - BibTeX
  BibTeX
  @inproceedings{Ashraf_2012_01, address = {Vienna, Austria}, author = {Ashraf, M. and Oladyshkin, S. and Nowak, W.}, booktitle = {General Assembly 2012, Geophysical Research Abstracts 14: EGU2012-9243, 2012}, comment = {EGU}, month = {04}, organization = {European Geosciences Union (EGU)}, title = {Geological storage of {C}{O}$_2$: sensitivity analysis and risk assessment using arbitrary polynomial chaos expansion}, year = 2012 }
4. Nowak W. Recent Advances in Optimizing Field Campaigns. In: General Assembly 2012, Geophysical Research Abstracts 14: EGU2012-9365, 2012. Vienna, Austria: European Geosciences Union (EGU); 2012.
  - BibTeX
  BibTeX
  @inproceedings{nowak_2012_01, address = {Vienna, Austria}, author = {Nowak, W.}, booktitle = {General Assembly 2012, Geophysical Research Abstracts 14: EGU2012-9365, 2012}, comment = {EGU}, month = {04}, organization = {European Geosciences Union (EGU)}, title = {Recent {A}dvances in {O}ptimizing {F}ield {C}ampaigns}, year = 2012 }
5. Koch J, Nowak W, de Barros FPJ, Dentz M. Three-dimensional Scalar Mixing in Porous Media - Flow Heterogeneity and Mixing Enhancement. In: General Assembly 2012, Geophysical Research Abstracts 14: EGU2012-12189, 2012. Vienna, Austria: European Geosciences Union (EGU); 2012.
  - BibTeX
  BibTeX
  @inproceedings{Koch_2012_1, address = {Vienna, Austria}, author = {Koch, J. and Nowak, W. and de Barros, F. P. J. and Dentz, M.}, booktitle = {General Assembly 2012, Geophysical Research Abstracts 14: EGU2012-12189, 2012}, comment = {EGU}, month = {04}, organization = {European Geosciences Union (EGU)}, title = {Three-dimensional {S}calar {M}ixing in {P}orous {M}edia - {F}low {H}eterogeneity and {M}ixing {E}nhancement}, year = 2012 }
2011
1. Oladyshkin S, Class H, Helmig R, Nowak W. Efficient Bayesian updating with PCE-based particle filters based on polynomial chaos expansion and CO$_2$ storage. In: Fall Meeting 2011, Abstract: GC51A-0928. San Francisco, CA, USA: American Geophysical Union (AGU); 2011.
  - BibTeX
  BibTeX
  @inproceedings{oladyshkin_2011_01, address = {San Francisco, CA, USA}, author = {Oladyshkin, S. and Class, H. and Helmig, R. and Nowak, W.}, booktitle = {Fall Meeting 2011, Abstract: GC51A-0928}, comment = {AGU}, month = {12}, organization = {American Geophysical Union {(AGU)}}, title = {Efficient {B}ayesian updating with {P}{C}{E}-based particle filters based on polynomial chaos expansion and {C}{O}$_2$ storage}, year = 2011 }
2. Mehne J, Nowak W. Optimization of Pilot Point Locations for Conditional Simulation of Heterogeneous Aquifers. In: Fall Meeting 2011, Abstract: H23D-1298. San Francisco, CA, USA: American Geophysical Union (AGU); 2011.
  - BibTeX
  BibTeX
  @inproceedings{mehne_2011_01, address = {San Francisco, CA, USA}, author = {Mehne, J. and Nowak, W.}, booktitle = {Fall Meeting 2011, Abstract: H23D-1298}, comment = {AGU}, month = {12}, organization = {American Geophysical Union {(AGU)}}, title = {Optimization of {P}ilot {P}oint {L}ocations for {C}onditional {S}imulation of {H}eterogeneous {A}quifers}, year = 2011 }
3. González-Nicolás A, Cody B, Baú D. Influence of Uncertain Parameters on the Leakage of CO2 to Overlying Formations. In: Fall Meeting 2011, Abstract: H51G-1278. San Francisco, CA, USA: American Geophysical Union (AGU); 2011.
  - BibTeX
  BibTeX
  @inproceedings{Ana_2011_02, address = {San Francisco, CA, USA}, author = {Gonz{\'a}lez-Nicol{\'a}s, A. and Cody, B. and Ba{\'u}, D.}, booktitle = {Fall Meeting 2011, Abstract: H51G-1278}, comment = {AGU}, month = {12}, organization = {American Geophysical Union (AGU)}, title = {Influence of Uncertain Parameters on the Leakage of CO2 to Overlying Formations}, year = 2011 }
4. Geiges A, Nowak W. Optimal Design of site investigation: Entropy based Utility functions and efficient implementations. In: Fall Meeting 2011, Abstract: H21H-04. San Francisco, CA, USA: American Geophysical Union (AGU); 2011.
  - BibTeX
  BibTeX
  @inproceedings{Geiges_2011_2, address = {San Francisco, CA, USA}, author = {Geiges, A. and Nowak, W.}, booktitle = {Fall Meeting 2011, Abstract: H21H-04}, comment = {AGU}, month = {12}, organization = {American Geophysical Union {(AGU)}}, title = {Optimal {D}esign of site investigation: {E}ntropy based Utility functions and efficient implementations}, year = 2011 }
5. de Barros FPJ, Oladyshkin S, Nowak W. An integrative data-adaptive approach for global sensitivity analysis: application to subsurface flow and transport. In: General Assembly 2011, Geophysical Research Abstracts 13: EGU2011-11206, 2011. Vienna, Austria: European Geosciences Union (EGU); 2011.
  - BibTeX
  BibTeX
  @inproceedings{deBarros_2011_2, address = {Vienna, Austria}, author = {de Barros, F. P. J. and Oladyshkin, S. and Nowak, W.}, booktitle = {General Assembly 2011, Geophysical Research Abstracts 13: EGU2011-11206, 2011}, comment = {EGU}, month = {04}, organization = {European Geosciences Union (EGU)}, title = {An integrative data-adaptive approach for global sensitivity analysis: application to subsurface flow and transport}, year = 2011 }
6. de Barros FPJ, Dentz M, Koch J, Nowak W. Vortex Induced-Mixing in Heterogeneous Porous Media. In: Fall Meeting 2011, Abstract: H31E-1212. San Francisco, CA, USA: American Geophysical Union (AGU); 2011.
  - BibTeX
  BibTeX
  @inproceedings{deBarros_2011_1, address = {San Francisco, CA, USA}, author = {de Barros, F. P. J. and Dentz, M. and Koch, J. and Nowak, W.}, booktitle = {Fall Meeting 2011, Abstract: H31E-1212}, comment = {AGU}, month = {12}, organization = {American Geophysical Union {(AGU)}}, title = {Vortex {I}nduced-{M}ixing in {H}eterogeneous {P}orous {M}edia}, year = 2011 }
7. Oladyshkin S, Class H, Helmig R, Nowak W. Data-driven framework for history matching: application to carbon dioxide storage in geological formations. In: General Assembly 2011, Geophysical Research Abstracts 13: EGU2011-11137, 2011. Vienna, Austria: European Geosciences Union (EGU); 2011.
  - BibTeX
  BibTeX
  @inproceedings{Oladyshkin_2011_01, address = {Vienna, Austria}, author = {Oladyshkin, S. and Class, H. and Helmig, R. and Nowak, W.}, booktitle = {General Assembly 2011, Geophysical Research Abstracts 13: EGU2011-11137, 2011}, comment = {EGU}, month = {04}, organization = {European Geosciences Union (EGU)}, title = {Data-driven framework for history matching: application to carbon dioxide storage in geological formations}, year = 2011 }
8. Koch J, Nowak W, Bardossy A. Identification and simulation of contaminant source architecture. In: General Assembly 2011, Geophysical Research Abstracts 13: EGU2011-7522, 2011. Vienna, Austria: European Geosciences Union (EGU); 2011.
  - BibTeX
  BibTeX
  @inproceedings{koch_2011_01, address = {Vienna, Austria}, author = {Koch, J. and Nowak, W. and Bardossy, A.}, booktitle = {General Assembly 2011, Geophysical Research Abstracts 13: EGU2011-7522, 2011}, comment = {EGU}, month = {04}, organization = {European Geosciences Union (EGU)}, title = {Identification and simulation of contaminant source architecture}, year = 2011 }
9. Cody B, González-Nicolás A, Baú D. CCS Site Optimization by Applying a Multi-objective Evolutionary Algorithm to Semi-Analytical Leakage Models. In: Fall Meeting 2011, Abstract: H21H-02. San Francisco, CA, USA: American Geophysical Union (AGU); 2011.
  - BibTeX
  BibTeX
  @inproceedings{Ana_AGU, address = {San Francisco, CA, USA}, author = {Cody, B. and Gonz{\'a}lez-Nicol{\'a}s, A. and Ba{\'u}, D.}, booktitle = {Fall Meeting 2011, Abstract: H21H-02}, comment = {AGU}, month = {12}, organization = {American Geophysical Union (AGU)}, title = {CCS Site Optimization by Applying a Multi-objective Evolutionary Algorithm to Semi-Analytical Leakage Models}, year = 2011 }
10. Leube P, Nowak W, Schneider G. Temporal Moments revisited: Why there is there no better way for physically-based model reduction in time. In: Fall Meeting 2011, Abstract: H23D-1314. San Francisco, CA, USA: American Geophysical Union (AGU); 2011.
  - BibTeX
  BibTeX
  @inproceedings{Leube_2011_01, address = {San Francisco, CA, USA}, author = {Leube, P. and Nowak, W. and Schneider, G.}, booktitle = {Fall Meeting 2011, Abstract: H23D-1314}, comment = {AGU}, month = {12}, organization = {American Geophysical Union {(AGU)}}, title = {Temporal {M}oments revisited: {W}hy there is there no better way for physically-based model reduction in time}, year = 2011 }
11. Enzenhöfer R, Nowak W, Helmig R. Risk management with probabilistic advective-dispersive well vulnerability criteria. In: General Assembly 2011, Geophysical Research Abstracts 13: EGU2011-7822, 2011. Vienna, Austria: European Geosciences Union (EGU); 2011.
  - BibTeX
  BibTeX
  @inproceedings{enzenhofer_2011_2, address = {Vienna, Austria}, author = {Enzenh{\"o}fer, R. and Nowak, W. and Helmig, R.}, booktitle = {General Assembly 2011, Geophysical Research Abstracts 13: EGU2011-7822, 2011}, comment = {EGU}, month = {04}, organization = {European Geosciences Union (EGU)}, title = {Risk management with probabilistic advective-dispersive well vulnerability criteria}, year = 2011 }
12. Enzenhöfer R, Nowak W. Rational risk-based decision support for drinking water well managers by optimized monitoring designs. In: Fall Meeting 2011, Abstract: H13B-1191. San Francisco, CA, USA: American Geophysical Union (AGU); 2011.
  - BibTeX
  BibTeX
  @inproceedings{enzenhofer_2011_01, address = {San Francisco, CA, USA}, author = {Enzenh{\"o}fer, R. and Nowak, W.}, booktitle = {Fall Meeting 2011, Abstract: H13B-1191}, comment = {AGU}, month = {12}, organization = {American Geophysical Union {(AGU)}}, title = {Rational risk-based decision support for drinking water well managers by optimized monitoring designs}, year = 2011 }
13. Leube P, Nowak W. Temporal Moments revised, or is there a better way for physically-based model reduction in time? In: General Assembly 2011, Geophysical Research Abstracts 13: EGU2011-6756, 2011. Vienna, Austria: European Geosciences Union (EGU); 2011.
  - BibTeX
  BibTeX
  @inproceedings{Leube_2011_1, address = {Vienna, Austria}, author = {Leube, P. and Nowak, W.}, booktitle = {General Assembly 2011, Geophysical Research Abstracts 13: EGU2011-6756, 2011}, comment = {EGU}, month = {04}, organization = {European Geosciences Union (EGU)}, title = {Temporal {M}oments revised, or is there a better way for physically-based model reduction in time?}, year = 2011 }
14. Enzenhöfer R, Nowak W. Risikomanagement im Grundwasserschutzgebiet - Ein präventives probabilistisches Trinkwasserschutzkonzept. In: Steinmetz H, editor. Herausforderungen und Lösungen für die Wasserversorgung - Wettbewerb, Versorgungssicherheit, Innovation, Effizienzsteigerung. Oldenbourg Industrieverlag, München; 2011. pp. 41–63. (Steinmetz H, editor. Stuttgarter Berichte zur Siedlungswasserwirtschaft; vol. 206).
  - BibTeX
  BibTeX
  @inproceedings{WolfgangNowak2011, author = {Enzenh{\"o}fer, R. and Nowak, W.}, booktitle = {Herausforderungen und L{\"o}sungen f{\"u}r die Wasserversorgung - Wettbewerb, Versorgungssicherheit, Innovation, Effizienzsteigerung}, editor = {Steinmetz, H.}, month = {02}, note = {ISBN 978-3-8356-3239}, pages = {41-63}, publisher = {Oldenbourg Industrieverlag, M{\"u}nchen}, series = {Stuttgarter Berichte zur Siedlungswasserwirtschaft}, title = {Risikomanagement im {G}rundwasserschutzgebiet - {E}in pr{\"a}ventives probabilistisches {T}rinkwasserschutzkonzept}, volume = 206, year = 2011 }
15. Geiges A, Nowak W. A reverse engineering approach to optimal design of site investigation schemes and monitoring networks. In: General Assembly 2011, Geophysical Research Abstracts 13: EGU2011-7612, 2011. Vienna, Austria: European Geosciences Union (EGU); 2011.
  - BibTeX
  BibTeX
  @inproceedings{Geiges_2011_1, address = {Vienna, Austria}, author = {Geiges, A. and Nowak, W.}, booktitle = {General Assembly 2011, Geophysical Research Abstracts 13: EGU2011-7612, 2011}, comment = {EGU}, month = {04}, organization = {European Geosciences Union (EGU)}, title = {A reverse engineering approach to optimal design of site investigation schemes and monitoring networks}, year = 2011 }
16. Koch J, Nowak W, Bardossy A. Contaminant source architecture (CSA) identification and simulation. In: Fall Meeting 2011, Abstract: H33J-08. San Francisco, CA, USA: American Geophysical Union (AGU); 2011.
  - BibTeX
  BibTeX
  @inproceedings{Koch_2011_1, address = {San Francisco, CA, USA}, author = {Koch, J. and Nowak, W. and Bardossy, A.}, booktitle = {Fall Meeting 2011, Abstract: H33J-08}, comment = {AGU}, month = {12}, organization = {American Geophysical Union {(AGU)}}, title = {Contaminant source architecture ({C}{S}{A}) identification and simulation}, year = 2011 }
17. Nowak W, Rubin Y, de Barros FPJ. Optimizing field investigation strategies to answer research hypotheses. In: General Assembly 2011, Geophysical Research Abstracts 13: EGU2011-7582, 2011. Vienna, Austria: European Geosciences Union (EGU); 2011.
  - BibTeX
  BibTeX
  @inproceedings{Nowak_2011_01, address = {Vienna, Austria}, author = {Nowak, W. and Rubin, Y. and de Barros, F. P. J.}, booktitle = {General Assembly 2011, Geophysical Research Abstracts 13: EGU2011-7582, 2011}, comment = {EGU}, month = {04}, organization = {European Geosciences Union (EGU)}, title = {Optimizing field investigation strategies to answer research hypotheses}, year = 2011 }
18. Cody B, González-Nicolás A, Baú D. Optimization by Applying a Multi-objective Evolutionary Algorithm to Semi-Analytical Leakage ModelsOptimization by Applying a Multi-objective Evolutionary Algorithm to Semi-Analytical Leakage Models. In: Fall Meeting 2011, Abstract: H21H-02. San Francisco, CA, USA: American Geophysical Union (AGU); 2011.
  - BibTeX
  BibTeX
  @inproceedings{Ana_2011_01, address = {San Francisco, CA, USA}, author = {Cody, B. and Gonz{\'a}lez-Nicol{\'a}s, A. and Ba{\'u}, D.}, booktitle = {Fall Meeting 2011, Abstract: H21H-02}, comment = {AGU}, month = {12}, organization = {American Geophysical Union (AGU)}, title = {Optimization by Applying a Multi-objective Evolutionary Algorithm to Semi-Analytical Leakage ModelsOptimization by Applying a Multi-objective Evolutionary Algorithm to Semi-Analytical Leakage Models}, year = 2011 }
19. Enzenhöefer R, Nowak W. Strategic Asset Management of Water and Wastewater Infrastructure. Mühlheim an der Ruhr, Germany: nternational Water Association (IWA); 2011.
  - BibTeX
  BibTeX
  @inproceedings{enzenhoefer2011optimal, address = {M{\"u}hlheim an der Ruhr, Germany}, author = {Enzenh{\"o}efer, R. and Nowak, W.}, month = {09}, organization = {nternational Water Association (IWA)}, title = {Strategic {A}sset {M}anagement of {W}ater and {W}astewater {I}nfrastructure}, year = 2011 }
2010
1. Kokkinaki A, Sleep BE, Chambers JE, Cirpka OA, Nowak W. On the value of incorporating spatial statistics in large-scale geophysical inversions: the QSABRe case. In: Fall Meeting 2010, Abstract: H11E-0858. San Francisco, CA, USA: American Geophysical Union (AGU); 2010.
  - BibTeX
  BibTeX
  @inproceedings{kokkinaki_2010_01, address = {San Francisco, CA, USA}, author = {Kokkinaki, A. and Sleep, B. E. and Chambers, J. E. and Cirpka, O. A. and Nowak, W.}, booktitle = {Fall Meeting 2010, Abstract: H11E-0858}, comment = {AGU}, month = {12}, organization = {American Geophysical Union {(AGU)}}, title = {On the value of incorporating spatial statistics in large-scale geophysical inversions: the {Q}{S}{A}{B}{R}e case}, year = 2010 }
2. Oladyshkin S, Class H, Helmig R, Nowak W. Probabilistic risk assessment for $CO_2$ storage in geological formations: robust design and support for decision making under uncertainty. In: General Assembly 2010, Geophysical Research Abstracts 12: EGU2010-3559, 2010. Vienna, Austria: European Geosciences Union (EGU); 2010.
  - BibTeX
  BibTeX
  @inproceedings{oladyshkin_2010_01, address = {Vienna, Austria}, author = {Oladyshkin, S. and Class, H. and Helmig, R. and Nowak, W.}, booktitle = {General Assembly 2010, Geophysical Research Abstracts 12: EGU2010-3559, 2010}, comment = {EGU}, month = {05}, organization = {European Geosciences Union (EGU)}, title = {Probabilistic risk assessment for $CO_2$ storage in geological formations: robust design and support for decision making under uncertainty}, year = 2010 }
3. Sanchez-Vila X, de Barros FPJ, Bolster D, Nowak W. Divide and Conquer: A Valid Approach for Risk Assessment and Decision Making under Uncertainty for Groundwater-Related Diseases. In: Fall Meeting 2010, Abstract: H41L-05. San Francisco, CA, USA: American Geophysical Union (AGU); 2010.
  - BibTeX
  BibTeX
  @inproceedings{sanchez_2010_01, address = {San Francisco, CA, USA}, author = {Sanchez-Vila, X. and de Barros, F. P. J. and Bolster, D. and Nowak, W.}, booktitle = {Fall Meeting 2010, Abstract: H41L-05}, comment = {AGU}, month = {12}, organization = {American Geophysical Union {(AGU)}}, title = {Divide and {C}onquer: {A} {V}alid {A}pproach for {R}isk {A}ssessment and {D}ecision {M}aking under {U}ncertainty for {G}roundwater-{R}elated {D}iseases}, year = 2010 }
4. de Barros FPJ, Nowak W. Identifying Contaminant Release Conditions to Reduce Uncertainty in Plume Spreading and Dilution in Heterogeneous Aquifers. In: Computational Methods in Water Resources (CMWR). XVIII International Conference on Water Resources; 2010.
  - BibTeX
  BibTeX
  @inproceedings{de2010identifying, adress = {Barcelona, Spain}, author = {de Barros, F. P. J. and Nowak, W.}, booktitle = {Computational Methods in Water Resources (CMWR)}, organization = {XVIII International Conference on Water Resources}, title = {Identifying {C}ontaminant {R}elease {C}onditions to {R}educe {U}ncertainty in {P}lume {S}preading and {D}ilution in {H}eterogeneous {A}quifers}, year = 2010 }
5. Nowak W, de Barros FPJ, Cirpka OA. Enhanced dilution and transverse mixing due to flow focusing: a stochastic-analytical approach. In: Fall Meeting 2010, Abstract: H54C-06. San Francisco, CA, USA: American Geophysical Union (AGU); 2010.
  - BibTeX
  BibTeX
  @inproceedings{nowak_2010_01, address = {San Francisco, CA, USA}, author = {Nowak, W. and de Barros, F. P. J. and Cirpka, O. A.}, booktitle = {Fall Meeting 2010, Abstract: H54C-06}, comment = {AGU}, month = {12}, organization = {American Geophysical Union {(AGU)}}, title = {Enhanced dilution and transverse mixing due to flow focusing: a stochastic-analytical approach}, year = 2010 }
6. Enzenhöfer R, Helmig R, Nowak W, Binning PJ. Uncertainty in Model parameter Estimates and Impacts on Risk and Decision Making in the Subsurface. In: Fall Meeting 2010, Abstract: H42D-05. San Francisco, CA, USA: American Geophysical Union (AGU); 2010.
  - BibTeX
  BibTeX
  @inproceedings{enzenhofer_2010_01, address = {San Francisco, CA, USA}, author = {Enzenh{\"o}fer, R. and Helmig, R. and Nowak, W. and Binning, P. J.}, booktitle = {Fall Meeting 2010, Abstract: H42D-05}, comment = {AGU}, month = {12}, organization = {American Geophysical Union {(AGU)}}, title = {Uncertainty in {M}odel parameter {E}stimates and {I}mpacts on {R}isk and {D}ecision {M}aking in the {S}ubsurface}, year = 2010 }
7. Troldborg M, Nowak W, Binning PJ, Løgstrup PB, Helmig R. Uncertainty estimation of the mass discharge from a contaminated site using a fully Bayesian framework. In: Schirmer M, Hoehn E, Vogt T, editors. Seventh International Groundwater Quality Conference: Groundwater Quality Management in a Rapidly Changing World (GQ10). Zurich, Switzerland: IAHS Press; 2010. p. ––. (Schirmer M, Hoehn E, Vogt T, editors. Redbook; vol. 342).
  - BibTeX
  BibTeX
  @inproceedings{troldborguncertainty, address = {Zurich, Switzerland}, author = {Troldborg, M. and Nowak, W. and Binning, P. J. and L{\o}gstrup, P. Bjerg and Helmig, R.}, booktitle = {Seventh International Groundwater Quality Conference: Groundwater Quality Management in a Rapidly Changing World (GQ10)}, editor = {Schirmer, M. and Hoehn, E. and Vogt, T.}, month = {06}, note = {ISBN: 978-1-907161-16-2}, organization = {Seventh International Groundwater Quality Conference: Groundwater Quality Management in a Rapidly Changing World (GQ10)}, pages = {--}, publisher = {IAHS Press}, series = {Redbook}, title = {Uncertainty estimation of the mass discharge from a contaminated site using a fully Bayesian framework}, volume = 342, year = 2010 }
8. Rubin Y, Nowak W, de Barros FPJ. A Task-oriented Approach for Hydrogeological Site Characterization. In: Fall Meeting 2010, Abstract: H41L-06. San Francisco, CA, USA: American Geophysical Union (AGU); 2010.
  - BibTeX
  BibTeX
  @inproceedings{rubin_2010_01, address = {San Francisco, CA, USA}, author = {Rubin, Y. and Nowak, W. and de Barros, F. P. J.}, booktitle = {Fall Meeting 2010, Abstract: H41L-06}, comment = {AGU}, month = {12}, organization = {American Geophysical Union {(AGU)}}, title = {A {T}ask-oriented {A}pproach for {H}ydrogeological {S}ite {C}haracterization}, year = 2010 }
9. Oladyshkin S, Class H, Helmig R, Nowak W. Data-driven robust design and probabilistic risk assessment: application to underground carbon dioxide storage. In: Fall Meeting 2010, Abstract: H41L-03. San Francisco, CA, USA: American Geophysical Union (AGU); 2010.
  - BibTeX
  BibTeX
  @inproceedings{Oladyshkin2010, address = {San Francisco, CA, USA}, author = {Oladyshkin, S. and Class, H. and Helmig, R. and Nowak, W.}, booktitle = {Fall Meeting 2010, Abstract: H41L-03}, comment = {AGU}, month = {12}, organization = {American Geophysical Union {(AGU)}}, title = {Data-driven robust design and probabilistic risk assessment: application to underground carbon dioxide storage}, year = 2010 }
10. Leube P, Geiges A, Nowak W. A flexible Bayesian assessment for the expected impact of data on prediction confidence for optimal sampling designs. In: General Assembly 2010, Geophysical Research Abstracts 12: EGU2010-12375, 2010. Vienna, Austria: European Geosciences Union (EGU); 2010.
  - BibTeX
  BibTeX
  @inproceedings{leube_2010_01, address = {Vienna, Austria}, author = {Leube, P. and Geiges, A. and Nowak, W.}, booktitle = {General Assembly 2010, Geophysical Research Abstracts 12: EGU2010-12375, 2010}, comment = {EGU}, month = {05}, organization = {European Geosciences Union (EGU)}, title = {A flexible {B}ayesian assessment for the expected impact of data on prediction confidence for optimal sampling designs}, year = 2010 }
11. Enzenhöfer R, Nowak W, Helmig R. Using probabilistic well vulnerability criteria for a risk-based preventive drinking water safety concept. In: Schirmer M, Hoehn E, Vogt T, editors. Conceptual and Modelling Studies of Integrated Groundwater, Surface Water, and Ecological Systems. Zurich, Switzerland: IAHS Press; 2010. p. ––. (Schirmer M, Hoehn E, Vogt T, editors. Redbook; vol. 342).
  - BibTeX
  BibTeX
  @inproceedings{Enzenhoefer2010a, address = {Zurich, Switzerland}, author = {Enzenh{\"o}fer, R. and Nowak, W. and Helmig, R.}, booktitle = {Conceptual and Modelling Studies of Integrated Groundwater, Surface Water, and Ecological Systems}, editor = {Schirmer, M. and Hoehn, E. and Vogt, T.}, month = {06}, note = {ISBN: 978-1-907161-16-2}, organization = {Seventh International Groundwater Quality Conference: Groundwater Quality Management in a Rapidly Changing World (GQ10)}, pages = {--}, publisher = {IAHS Press}, series = {Redbook}, title = {Using probabilistic well vulnerability criteria for a risk-based preventive drinking water safety concept}, volume = 342, year = 2010 }
2009
1. Enzenhöfer R, Helmig R, Nowak W, Binning PJ. Risk assessment in fractured porous media with particular reference to water catchments. In: General Assembly 2009, Geophysical Research Abstracts 11: EGU2009-10661-1, 2009. Vienna, Austria: European Geosciences Union (EGU); 2009.
  - BibTeX
  BibTeX
  @inproceedings{Enzenhoefer_2009_1, address = {Vienna, Austria}, author = {Enzenh{\"o}fer, R. and Helmig, R. and Nowak, W. and Binning, P. J.}, booktitle = {General Assembly 2009, Geophysical Research Abstracts 11: EGU2009-10661-1, 2009}, comment = {EGU}, month = {04}, organization = {European Geosciences Union (EGU)}, title = {Risk assessment in fractured porous media with particular reference to water catchments}, year = 2009 }
2. Nowak W, de Barros FPJ, Rubin Y. Bayesian Geostatistical Design: Optimal Site Investigation When the Geostatistical Model is Uncertain. In: General Assembly 2009, Geophysical Research Abstracts 11: EGU2009-45565, 2009. Vienna, Austria: European Geosciences Union (EGU); 2009.
  - BibTeX
  BibTeX
  @inproceedings{nowak_2009_01, address = {Vienna, Austria}, author = {Nowak, W. and de Barros, F. P. J. and Rubin, Y.}, booktitle = {General Assembly 2009, Geophysical Research Abstracts 11: EGU2009-45565, 2009}, comment = {EGU}, month = {04}, organization = {European Geosciences Union (EGU)}, title = {Bayesian {G}eostatistical {D}esign: {O}ptimal {S}ite {I}nvestigation {W}hen the {G}eostatistical {M}odel is {U}ncertain}, year = 2009 }
3. de Barros FPJ, Nowak W, Rubin Y. Uncertainty of human health risk predictions under different site exploration strategies. In: Fall Meeting 2009, Abstract: H13B-0934. San Francisco, CA, USA: American Geophysical Union (AGU); 2009.
  - BibTeX
  BibTeX
  @inproceedings{deBarros_2009_01, address = {San Francisco, CA, USA}, author = {de Barros, F. P. J. and Nowak, W. and Rubin, Y.}, booktitle = {Fall Meeting 2009, Abstract: H13B-0934}, comment = {AGU}, month = {12}, organization = {American Geophysical Union {(AGU)}}, title = {Uncertainty of human health risk predictions under different site exploration strategies}, year = 2009 }
4. Nowak W. Using Ensemble Kalman Filters for Bayesian Geostatistical Inversion. In: Fall Meeting 2009, Abstract: H53N-02. San Francisco, CA, USA: American Geophysical Union (AGU); 2009.
  - BibTeX
  BibTeX
  @inproceedings{Nowak2009, address = {San Francisco, CA, USA}, author = {Nowak, W.}, booktitle = {Fall Meeting 2009, Abstract: H53N-02}, comment = {AGU}, month = {12}, organization = {American Geophysical Union {(AGU)}}, title = {Using {E}nsemble {K}alman {F}ilters for {B}ayesian {G}eostatistical {I}nversion}, year = 2009 }
2008
1. Nowak W. A hypothesis-driven approach to site investigation. In: Fall Meeting 2008, Abstract: H53F-1485. San Francisco, CA, USA: American Geophysical Union (AGU); 2008.
  - BibTeX
  BibTeX
  @inproceedings{nowak_2008_01, address = {San Francisco, CA, USA}, author = {Nowak, W.}, booktitle = {Fall Meeting 2008, Abstract: H53F-1485}, comment = {AGU}, month = {12}, organization = {American Geophysical Union {(AGU)}}, title = {A hypothesis-driven approach to site investigation}, year = 2008 }
2007
1. Neuweiler I, Nowak W. Relation Between Connected Patterns in Heterogeneous Soil Parameter Fields and Solute Transport Models in the Unsaturated Zone. In: Fall Meeting 2007, Abstract: H34E-02. San Francisco, CA, USA: American Geophysical Union (AGU); 2007.
  - BibTeX
  BibTeX
  @inproceedings{neuweiler_2007_01, address = {San Francisco, CA, USA}, author = {Neuweiler, I. and Nowak, W.}, booktitle = {Fall Meeting 2007, Abstract: H34E-02}, comment = {AGU}, month = {12}, organization = {American Geophysical Union {(AGU)}}, title = {Relation {B}etween {C}onnected {P}atterns in {H}eterogeneous {S}oil {P}arameter {F}ields and {S}olute {T}ransport {M}odels in the {U}nsaturated {Z}one}, year = 2007 }
2. Schwede RL, Nowak W, Cirpka OA. Impact of Sampling Volume on the Probability Density Function of Steady-State Concentration. In: Fall Meeting 2007, Abstract: H14C-02. San Francisco, CA, USA: American Geophysical Union (AGU); 2007.
  - BibTeX
  BibTeX
  @inproceedings{schwede_2007_01, address = {San Francisco, CA, USA}, author = {Schwede, R. L. and Nowak, W. and Cirpka, O. A.}, booktitle = {Fall Meeting 2007, Abstract: H14C-02}, comment = {AGU}, month = {12}, organization = {American Geophysical Union {(AGU)}}, title = {Impact of {S}ampling {V}olume on the {P}robability {D}ensity {F}unction of {S}teady-{S}tate {C}oncentration}, year = 2007 }
3. Nowak W, Schwede RL, Cirpka OA, Neuweiler I. Probability Density Functions of Hydraulic Head and Velocity in Three-Dimensional Heterogeneous Porous Media. In: Fall Meeting 2007, Abstract: H23G-1691. San Francisco, CA, USA: American Geophysical Union (AGU); 2007.
  - BibTeX
  BibTeX
  @inproceedings{nowak_2007_01, address = {San Francisco, CA, USA}, author = {Nowak, W. and Schwede, R. L. and Cirpka, O. A. and Neuweiler, I.}, booktitle = {Fall Meeting 2007, Abstract: H23G-1691}, comment = {AGU}, month = {12}, organization = {American Geophysical Union {(AGU)}}, title = {Probability {D}ensity {F}unctions of {H}ydraulic {H}ead and {V}elocity in {T}hree-{D}imensional {H}eterogeneous {P}orous {M}edia}, year = 2007 }
2005
1. Li W, Nowak W, Cirpka OA. Geostatistical inversing of transient pumping tests using temporal moments of drawdown. In: General Assembly 2005, Geophysical Research Abstracts 7: 02215, 2005. Vienna, Austria: European Geosciences Union (EGU); 2005.
  - BibTeX
  BibTeX
  @inproceedings{li_2005_01, address = {Vienna, Austria}, author = {Li, W. and Nowak, W. and Cirpka, O. A.}, booktitle = {General Assembly 2005, Geophysical Research Abstracts 7: 02215, 2005}, comment = {EGU}, month = {04}, organization = {European Geosciences Union (EGU)}, title = {Geostatistical inversing of transient pumping tests using temporal moments of drawdown}, year = 2005 }
2. Cirpka OA, Nowak W, Bürger CM. Linearized uncertainty propagation, geostatistical inversing, and data-worth analysis in heterogeneous aquifers. In: General Assembly 2005, Geophysical Research Abstracts 7: 01539, 2005. Vienna, Austria: European Geosciences Union (EGU); 2005.
  - BibTeX
  BibTeX
  @inproceedings{Cirpka_2005_01, address = {Vienna, Austria}, author = {Cirpka, O. A. and Nowak, W. and B{\"u}rger, C. M.}, booktitle = {General Assembly 2005, Geophysical Research Abstracts 7: 01539, 2005}, comment = {EGU}, month = {04}, organization = {European Geosciences Union (EGU)}, title = {Linearized uncertainty propagation, geostatistical inversing, and data-worth analysis in heterogeneous aquifers}, year = 2005 }
3. Nowak W, Cirpka OA. Geostatistical Inversion of Conductivity and Dispersivities for Hydraulic Heads and Tracer Data from a Sandbox Experiment. In: Fall Meeting 2005, Abstract: H21G-03. San Francisco, CA, USA: American Geophysical Union (AGU); 2005.
  - BibTeX
  BibTeX
  @inproceedings{nowak_2005_01, address = {San Francisco, CA, USA}, author = {Nowak, W. and Cirpka, O. A.}, booktitle = {Fall Meeting 2005, Abstract: H21G-03}, comment = {AGU}, month = {12}, organization = {American Geophysical Union {(AGU)}}, title = {Geostatistical {I}nversion of {C}onductivity and {D}ispersivities for {H}ydraulic {H}eads and {T}racer {D}ata from a {S}andbox {E}xperiment}, year = 2005 }
4. Oladyshkin S, Panfilov M. Two-phase flow with phase transitions in porous media: instability of stationary solutions and a semi-stationary model. In: Third Biot Conference on Poromechanics. Norman, OK, USA; 2005. pp. 529–35.
  - BibTeX
  BibTeX
  @inproceedings{Biot-III, address = {Norman, OK, USA}, author = {Oladyshkin, S. and Panfilov, M.}, booktitle = {Third Biot Conference on Poromechanics}, doi = {10.1201/NOE0415380416.ch80}, pages = {529-535}, title = {Two-phase flow with phase transitions in porous media: instability of stationary solutions and a semi-stationary model}, volume = {Procs POROMECHANICS-3, ISBN: 0415380413}, year = 2005 }
2004
1. Cirpka OA, Nowak W, Jose SC. Effective Dispersion in Heterogeneous Media: Comparison between Experiments, Inverse Modeling, and First-Order Theory. In: Fall Meeting 2004, Abstract: H13H-06. San Francisco, CA, USA: American Geophysical Union (AGU); 2004.
  - BibTeX
  BibTeX
  @inproceedings{cirpka_2004_01, address = {San Francisco, CA, USA}, author = {Cirpka, O. A. and Nowak, W. and Jose, S. C.}, booktitle = {Fall Meeting 2004, Abstract: H13H-06}, comment = {AGU}, month = {12}, organization = {American Geophysical Union {(AGU)}}, title = {Effective {D}ispersion in {H}eterogeneous {M}edia: {C}omparison between {E}xperiments, {I}nverse {M}odeling, and {F}irst-{O}rder {T}heory}, year = 2004 }
2003
1. Cirpka OA, Nowak W. First-order variance of solute travel time in non-stationary media. In: Fall Meeting 2003, Abstract: H11G-0920. San Francisco, CA, USA: American Geophysical Union (AGU); 2003.
  - BibTeX
  BibTeX
  @inproceedings{cirpka_2003_01, address = {San Francisco, CA, USA}, author = {Cirpka, O. A. and Nowak, W.}, booktitle = {Fall Meeting 2003, Abstract: H11G-0920}, comment = {AGU}, month = {12}, note = {Fortschrittsbericht zum DFG-Projekt}, organization = {American Geophysical Union {(AGU)}}, title = {First-order variance of solute travel time in non-stationary media}, year = 2003 }
2. Nowak W, Cirpka OA. Efficient computational methods for iterative cokriging. In: World Water and Environmental Resources Congress (WWER) 2003: Groundwater Quality Modeling an Management Under Uncertainty. Philadelphia, PA, USA: ASCE; 2003. pp. 112–21.
  - BibTeX
  BibTeX
  @inproceedings{nowak2003efficient, address = {Philadelphia, PA, USA}, author = {Nowak, W. and Cirpka, O. A.}, booktitle = {World Water and Environmental Resources Congress (WWER) 2003: Groundwater Quality Modeling an Management Under Uncertainty}, doi = {10.1061/40696(2003)10}, month = {06}, organization = {ASCE}, pages = {112-121}, title = {Efficient computational methods for iterative cokriging}, year = 2003 }
2002
1. Cirpka OA, Nowak W. Influence of Geostatistical Interpolation of Log-Hydraulic Conductivity on Dispersion and Mixing. In: Bridging the Gap between Measurement and Modeling in Heterogeneous Media. Lawrence Berkeley Laboratory, University of California, Berkeley, CA. USA: International Groundwater Symposium; 2002.
  - BibTeX
  BibTeX
  @inproceedings{Cirpka_2002, address = {Lawrence Berkeley Laboratory, University of California, Berkeley, CA. USA}, author = {Cirpka, O. A. and Nowak, W.}, booktitle = {Bridging the Gap between Measurement and Modeling in Heterogeneous Media}, month = {03}, organization = {International Groundwater Symposium}, title = {Influence of {G}eostatistical {I}nterpolation of {L}og-{H}ydraulic {C}onductivity on {D}ispersion and {M}ixing}, year = 2002 }

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