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
2025Habilitation (venia legendi) in the field of Applied Geology at the TU Bergakademie Freiberg, Chair of Engineering Geology and Environmental Geotechnics
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