Homogenization method: distribution of material densities. - Irmgard Lochner-Aldinger; Axel Schumacher (Shell Structures for Architecture, 2014)

Partitioned Deep Learning of Fluid-Structure Interaction. - Amin Totounferoush; Axel Schumacher; Miriam Schulte (CoRR, 2021)

Characterization of a PCB Based Pressure Sensor and Its Joining Methods for the Metal Membrane. - Adrian Schwenck; Tobias Grözinger; Thomas Günther; Axel Schumacher; Dietmar Schuhmacher; Kai Werum; André Zimmermann (Sensors, 2021)

Graph Extraction for Assisting Crash Simulation Data Analysis. - Anahita Pakiman; Jochen Garcke; Axel Schumacher (ICCS, 2023)

Knowledge discovery assistants for crash simulations with graph algorithms and energy absorption features. - Anahita Pakiman; Jochen Garcke; Axel Schumacher (Appl. Intell., 2023)

Reinforcement learning based agents for improving layouts of automotive crash structures. - Jens Trilling; Axel Schumacher; Ming Zhou (Appl. Intell., 2024)

A modified SimRank++ approach for searching crash simulation data. - Anahita Pakiman; Jochen Garcke; Axel Schumacher (Appl. Intell., 2025)