Janis Geise (JanisGeise)

JanisGeise

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Company:Technical University of Dresden

Location:Dresden

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Janis Geise's repositories

sparseSpatialSampling

Data reduction algorithm for CFD

Language:PythonLicense:GPL-3.0Stargazers:7Issues:3Issues:0

learning_of_optimized_multigrid_solver_settings_for_CFD_applications

Master thesis about using DRL for optimizing multigrid solver settings in OpenFoam

Language:C++License:GPL-3.0Stargazers:6Issues:2Issues:0

exercise_9_pinn_cylinder2d

physics-informed neural networks for solving simple differential equations

Language:PythonStargazers:2Issues:2Issues:0

robust_MB_DRL_for_flow_control

Student thesis project about model-based deep reinforcement learning for controlling the flow past a cylinder

Language:Jupyter NotebookLicense:GPL-3.0Stargazers:2Issues:3Issues:0

MB_DRL_for_accelerated_learning_from_CFD

model-based deep reinforcement learning for flow control applications in CFD

Language:Jupyter NotebookLicense:GPL-3.0Stargazers:1Issues:2Issues:0

drlfoam

Deep reinforcement learning with OpenFOAM

Language:PythonLicense:GPL-3.0Stargazers:0Issues:0Issues:0

flowtorch

flowTorch - a Python library for analysis and reduced-order modeling of fluid flows

Language:PythonLicense:GPL-3.0Stargazers:0Issues:0Issues:0

ml-cfd-lecture

Lecture material for machine learning applied to computational fluid mechanics

Language:Jupyter NotebookLicense:GPL-3.0Stargazers:0Issues:0Issues:0

OFMLHackathon

OpenFOAM and Machine Learning Hackathon

Language:C++License:GPL-3.0Stargazers:0Issues:0Issues:0