I am a PhD student affiliated with Institute of Applied Mechanics (MIB) University of Stuttgart.
My research focus on numerical simulations of fluid flow in porous media, including single-phase flow, multiphase flow, and reactive flow. These studies have important applications in CO2 geological sequestration, underground wastwater treatment, and oil & gas extraction.
I primarily use OpenFOAM for fluid flow simulations and am capable of developing custom solvers or modules as needed. In addition, I conduct fluid-structure interaction (FSI) simulations using the toolchain OpenFOAM + preCICE + Calculix.
My research interests also include applying machine learning to extract insights from fluid flow data. For example, we have developed machine learning-based methods to derive explicit predictive formulas for the permeability of porous media.
Key topics
- Fluids Flow in Porous Media
- Continuum Mechanics
- Computational Fluid Mechanics (CFD)
- Fluid Structure Interaction (FSI)
- Machine Learning
Education
- PhD student (12.2021 - Present) - University of Stuttgart
- Master of Science (09.2017 - 07.2020) - Geological Engineering - China University of Geosciences (Beijing)
- Bachelor of Science (09.2013 - 07.2017) - Mining Engineering - Henan Polytechnic University
Skills
- Programming: C++, Python, Matlab
- Simulation Tools: OpenFOAM, Calculix, preCICE
- Supporting Tools: Yade, Gmsh, Salome, Avizo, ImageJ
Further links
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