TorchPhysics - A deep learning library for differential equations
is a Python library based on the deep learning framework PyTorch. Currently, TorchPhysics can be used to: - solve ordinary and partial differential equations - learn parameter dependencies of solutions - [...] TorchPhysics - A deep learning library for differential equations © Tom Freudenberg, Nick Heilenkötter, ZeTeM Researcher: Tom Freudenberg, Nick Heilenkötter, Prof. Dr. Dr. h.c. Peter Maaß, Derick Nganyu [...] due to nonlinearities or their multi-scale character. In recent years, a variety of upcoming deep learning approaches aimed to solve or simplify these issues. Some of these approaches use neural networks