Dieses Bild zeigtRan Wei

Ran Wei

Herr Dr. rer. nat.

Wissenschaftlicher Mitarbeiter
Institut für Wasser- und Umweltsystemmodellierung
Lehrstuhl für Stochastische Simulation und Sicherheitsforschung für Hydrosysteme, SimTech

Kontakt

+49 711 685 60908

Pfaffenwaldring 5a
70569 Stuttgart
Raum: 2.01

  1. 2026 (submitted)

    1. Wei R, Heredia A, Nowak W, Schwindt S, Oladyshkin S. Bayesian Surrogate-Assisted Diagnostics of River Hydrodynamic Models via Local Model Evidence from Field Observations. Water Resources Research.

  2. 2026

    1. Wei R, Le AV, Liu B, Azari M, Oladyshkin S, Kappler A, et al. Household Sand Filters for Heavy Metal Removal Exhibit Limited Nitrification and Risk of Nitrate Contamination. Frontiers in Water. 2026 Jun;8.

  3. 2025

    1. Wei R, Le AV, Liu B, Azari M, Nowak W, Kappler A, et al. Modeling the Ammonium Removal Processes in Household Sand Filters. In: Geophys. Res. Abstr. Vienna: EGU General Assembly 2025; 2025.
    2. Becker S, Dang TT, Wei R, Kappler A. Evaluation of Thiobacillus denitrificans’ sustainability in nitrate-reducing Fe(II) oxidation and the potential significance of Fe(II) as a growth-supporting reductant. FEMS Microbiol. Ecol. [Internet]. 2025 Apr;101. Available from: https://doi.org/10.1093/femsec/fiaf024

  4. 2023

    1. Bayer T, Wei R, Kappler A, Byrne JM. Cu(II) and Cd(II) Removal Efficiency of Microbially Redox-Activated Magnetite Nanoparticles. ACS Earth Sp. Chem. 2023 Oct;7:1837–47.

  5. 2022

    1. Wei R, Escher BI, Glaser C, König M, Schlichting R, Schmitt M, et al. Modeling the Dynamics of Mixture Toxicity and Effects of Organic Micropollutants in a Small River under Unsteady Flow Conditions. Environ. Sci. Technol. 2022 Sep;56:14397–408.

  6. 2021

    1. Wei R. Modeling combined with fieldwork on surface water quality: the sources and fate of mixture effects under unsteady flow. In: Integrated Hydrosystem Modeling Conference. Tübingen, Germany: Integrated Hydrosystem Modeling Group; 2021.
    2. Schmitt M, Wack K, Glaser C, Wei R, Zwiener C. Separation of photochemical and non-photochemical diurnal in-stream attenuation of micropollutants. Environ. Sci. Technol. 2021 Jun;55:8908–17.

07/2011 B.Sc. Environmental Engineering, Hunan Agricultural University, China
03/2012 Austausch Environmental Engineering, Wrocław University of Environmental and Life Sciences, Polen
05/2018 M.Sc. Environmental Engineering, University of Colorado Boulder, USA
Seit 09/2018 Doktorand, Geowissenschaften / Research Training Group ‘Integrated Hydrosystem Modeling’, Universität Tübingen
Seit 03/2024 Postdoktorand, Institut für Wasser- und Umweltsystemmodellierung, Universität Stuttgart

Modellierung von Surrogaten
Bayes'sche Inferenz und Kalibrierung
Active Learning
Reaktive Transportmodelle
Machine Learning für wissenschaftliches Rechnen

Projekt: Surrogate Modeling in Verbindung mit Bayesschem Active Learning, bewertet anhand von Metriken der Informationstheorie für rechenintensive Sedimenttransportmodelle

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