Tobias Würth

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 5

Top Topics

Reinforcement Learning

Mesh Refinement

Markov Decision Processes

Top Venues

Publications

Niklas Freymuth, Philipp Dahlinger, Tobias Würth, Philipp Becker, Aleksandar Taranovic, Onno Grönheim, Luise Kärger, Gerhard Neumann
Iterative Sizing Field Prediction for Adaptive Mesh Generation From Expert Demonstrations. CoRR (2024)
Niklas Freymuth, Philipp Dahlinger, Tobias Würth, Simon Reisch, Luise Kärger, Gerhard Neumann
Adaptive Swarm Mesh Refinement using Deep Reinforcement Learning with Local Rewards. CoRR (2024)
Tobias Würth, Niklas Freymuth, Clemens Zimmerling, Gerhard Neumann, Luise Kärger
Physics-informed MeshGraphNets (PI-MGNs): Neural finite element solvers for non-stationary and nonlinear simulations on arbitrary meshes. CoRR (2024)
Niklas Freymuth, Philipp Dahlinger, Tobias Würth, Luise Kärger, Gerhard Neumann
Swarm Reinforcement Learning For Adaptive Mesh Refinement. CoRR (2023)
Niklas Freymuth, Philipp Dahlinger, Tobias Würth, Simon Reisch, Luise Kärger, Gerhard Neumann
Swarm Reinforcement Learning for Adaptive Mesh Refinement. NeurIPS (2023)