TorchPhysics accelerates your simulation workflow!
A collection of methods in an intelligent software structure allows the user to focus on fine-tuning and model selection, while TorchPhysics takes care of the technical details in the background.
TorchPhysics implements approaches such as PINNs, DeepRitz, DeepONets and others, which can be used as surrogate models in various application areas and have been successfully used to model various applications such as temperature distribution in a simulated chemical mixer, a corrosion problem or injection moulding.
TorchPhysics is being developed in cooperation between the Robert Bosch GmbH and the Center for Industrial Mathematics at the University of Bremen.
Tutorial
We provide a detailed tutorial to make you familiar with the structure and features of TorchPhysics.
Applications
Get to know our working examples which show the usage of TorchPhysics in research and industry.