2 papers
cs.AI2023
Graph Extraction for Assisting Crash Simulation Data Analysis
Anahita Pakiman, Jochen Garcke, Axel Schumacher
In this work, we establish a method for abstracting information from Computer Aided Engineering (CAE) into graphs. Such graph representations of CAE data can improve design guideli…
cs.CE2021
Partitioned Deep Learning of Fluid-Structure Interaction
Amin Totounferoush, Axel Schumacher, Miriam Schulte
We present a partitioned neural network-based framework for learning of fluid-structure interaction (FSI) problems. We decompose the simulation domain into two smaller sub-domains,…