Generalization capabilities of MeshGraphNets to unseen geometries for fluid dynamics. - Robin Schmöcker; Alexander Henkes; Julian Roth; Thomas Wick (CoRR, 2024)

A Survey of Non-Learning-Based Abstractions for Sequential Decision-Making. - Robin Schmöcker; Alexander Dockhorn (IEEE Access, 2025)

Time-critical and confidence-based abstraction dropping methods. - Robin Schmöcker; Lennart Kampmann; Alexander Dockhorn (CoRR, 2025)