This image shows Mostafa Riazi

Mostafa Riazi

M.Sc.

PhD Student
Institute for Modelling Hydraulic and Environmental Systems
Dept. of Stochastic Simulation and Safety Research for Hydrosystems, SimTech

Contact

Pfaffenwaldring 5a
70569 Stuttgart
Room: 1.15

  1. 2025

    1. Riazi M, Bateni SM, Jun C, Farooque AA, Khosravi K, Abolfathi S. Enhancing rainfall-runoff simulation in data-poor watersheds: integrating remote sensing and hybrid decomposition for hydrologic modelling. Water Resources Management. 2025;1–26.
  2. 2024

    1. Riazi M, Khosravi K, Samani MR, Han S, Eslamian S. Assessing groundwater drought vulnerability through baseflow separation and index-based analysis under climate change projections. Groundwater for Sustainable Development. 2024;25:101179.
  3. 2023

    1. Riazi M, Khosravi K, Shahedi K, Ahmad S, Jun C, Bateni SM, et al. Enhancing flood susceptibility modeling using multi-temporal SAR images, CHIRPS data, and hybrid machine learning algorithms. Science of The Total Environment. 2023;871:162066.
    2. Riazi M, Karimi M, Eslamian S, Riahi Samani M. Comparative assessment of advanced machine learning techniques for simulation of lake water level fluctuations based on different dimensionality reduction methods. Earth Science Informatics. 2023;16:37–55.

09/2016 B.Sc. Agricultural Engineering-Water, IKIU, Qazvin, Iran
01/2023 M.Sc. Civil Engineering-Water Resources Management, IAU, Isfahan, Iran
Since 10/2025 PhD Student, Institute for Modelling Hydraulic and Environmental Systems, University of Stuttgart

Hybrid Physics-Informed Machine/Deep Learning for Dynamic Systems
Uncertainty Quantification in Dynamic Systems
Neural Networks for Dynamic System Modeling

Project: Deep Chaos ODE for Advanced Hydrological Modelling: Integrating Deep Learning and Polynomial Chaos into Data-Driven Hydrology

Google Scholar: https://scholar.google.com/citations?user=ohf7xysAAAAJ&hl=en
ResearchGate: https://www.researchgate.net/profile/Mostafa-Riazi
Github: https://mostafariazi.github.io/

 
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