2 papers
cs.LG2022
Wavelet-based Loss for High-frequency Interface Dynamics
Lukas Prantl, Jan Bender, Tassilo Kugelstadt +1
Generating highly detailed, complex data is a long-standing and frequently considered problem in the machine learning field. However, developing detail-aware generators remains an…
physics.comp-ph2020
Accurately Solving Physical Systems with Graph Learning
Han Shao, Tassilo Kugelstadt, Torsten Hädrich +4
Iterative solvers are widely used to accurately simulate physical systems. These solvers require initial guesses to generate a sequence of improving approximate solutions. In this…