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Main project

PINN-Swell: Physics-informed neural networks for modelling coupled hydro-mechanical-chemical swelling processes in clay-sulphate rocks

Curriculum vitae

Employment history

Time periodActivity
since 01/2024Group leader at the TU Bergakademie Freiberg
Chair of Engineering Geology and Environmental Geotechnics
09/2020 - 12/2023Scientific assistant at the TU Bergakademie Freiberg
Chair of Engineering Geology and Environmental Geotechnics
12/2023 - 05/2024Guest scientist at the EPFL (École polytechnique fédérale de Lausanne)
Lausanne, Vaud, Switzerland
10/2023Guest researcher at the Universite de Lorraine
Nancy, Grand Est, France
11/2021 - 12/2021Guest researcher at the Ecole des Ponts ParisTech
Marne-la-Vallée, Île-de-France, France
04/2016 - 08/2020Scientific employee at the Geosciences Centre of the University of Göttingen
Department of Applied Geology

Education

Time periodActivity
2016 - 2020Dr. rer. nat. in Geosciences at the University of Göttingen
Topic: Numerical modelling of single- and multi-phase flow and transport processes 
in porous media for assessing hydraulic fracturing impacts on groundwater resources
2012 - 2014M. Sc. in Petroleum Engineering, Islamic Azad University, Iran
2005 - 2010B. Sc. in Petroleum Reservoir Engineering, Islamic Azad University, Iran