Jörn Mosler

1. Input convex neural networks: universal approximation theorem and implementation for isotropic polyconvex hyperelastic energies
   2025/02/12 by Gian-Luca Geuken, Patrick Kurzeja, Geuken, Gian-Luca +5 · 7 citations
   Engineering · Physics and Astronomy · #68T07 #74B20 #Aeroelasticity and Vibration Control #Artificial Intelligence (cs.AI) #Computational Engineering #Elasticity and Material Modeling #FOS: Computer and information sciences #Finance #I.2.1 #J.2 #Model Reduction and Neural Networks #and Science (cs.CE)
2. Incorporating sufficient physical information into artificial neural networks: a guaranteed improvement via physics-based Rao-Blackwellization
   2023/11/10 by Gian-Luca Geuken, Jörn Mosler, Geuken, Gian-Luca +3 · 1 citation
   Engineering · Materials Science · #62B05 #68T07 #74-10 (Primary) #74B20 (Secondary) #74R05 #Artificial Intelligence (cs.AI) #Computational Engineering #FOS: Computer and information sciences #FOS: Mathematics #Fault Detection and Control Systems #Finance #I.2.1 #J.2 #Machine Learning in Materials Science #Non-Destructive Testing Techniques #Statistics Theory (math.ST) #and Science (cs.CE)