Moritz Flaschel

1. A review on data-driven constitutive laws for solids
   2024/05/06 by Jan N. Fuhg, Govinda Anantha Padmanabha, Fuhg, Jan Niklas +15 · 19 citations
   Engineering · #74-02 (Primary) #Advanced machining processes and optimization #Applied Physics (physics.app-ph) #Computational Engineering #Elasticity and Material Modeling #FOS: Computer and information sciences #FOS: Physical sciences #Finance #Machine Learning (cs.LG) #Metallurgy and Material Forming #and Science (cs.CE)
2. Reduced and All-at-Once Approaches for Model Calibration and Discovery in Computational Solid Mechanics
   2024/04/25 by Ulrich Römer, Römer, Ulrich, Stefan Hartmann +11 · 5 citations
   Physics and Astronomy · Engineering · #Model Reduction and Neural Networks #Advanced Numerical Methods in Computational Mathematics #Structural Health Monitoring Techniques
3. A topology optimisation framework to design test specimens for one-shot identification or discovery of material models
   2025/01/22 by Saeid Ghouli, Moritz Flaschel, Ghouli, Saeid +5 · 5 citations
   Engineering · Computer Science · #Topology Optimization in Engineering #Advanced Measurement and Metrology Techniques #Optical measurement and interference techniques
4. Neural operators solve inverse problems for constitutive model discovery
   2026/07/16 by Moritz Flaschel, Burigede Liu, Ellen Kuhl
   #cs.CE #cond-mat.mtrl-sci