Julian Trommer
Research scientist @ University of Augsburg, chair of mechatronics
Github:
- JulianTrommer
- Chair of Mechatronics
Session
07-10
17:00
30min
MeshGraphNets.jl - Adaptation of MeshGraphNets as NeuralODE
Lars Mikelsons, Julian Trommer
We introduce MeshGraphNets.jl, an open-source library that provides the neural network architecture of MeshGraphNets by Google DeepMind in the context of NeuralODEs. It supports full computation on the GPU for accelerated training and evaluation of the system and provide an interface for customizing MeshGraphNets for your own use case. We show that the network has an improved understanding of the underlying phenomena on a network derived from a real world hydraulic brake system.
SciML
Else (1.3)