Metrics for 3D Rotations: Comparison and Analysis

• Pseudo-rigid body networks: learning interpretable deformable object dynamics from partial observations

  2024 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) conference-paper Engineering Soft Robotics and Applications Open access

  4

  citations
• Accurate distances measures and machine learning of the texture-property relation for crystallographic textures represented by one-point statistics

  2024 Modelling and Simulation in Materials Science and Engineering article Materials Science Machine Learning in Materials Science Open access

  2

  citations
• Objectivity and accuracy enhancement within ANN‐based multiscale material modeling

  2023 PAMM article Materials Science Machine Learning in Materials Science Open access

  3

  citations
• Grain segmentation in atomistic simulations using orientation-based iterative self-organizing data analysis

  2022 Materialia article Materials Science Microstructure and mechanical properties Open access

  16

  citations
• DNN2: A hyper-parameter reinforcement learning game for self-design of neural network based elasto-plastic constitutive descriptions

  2021 Computers & Structures article Materials Science Machine Learning in Materials Science Open access

  58

  citations
• SO(3)-invariance of informed-graph-based deep neural network for anisotropic elastoplastic materials

  2020 Computer Methods in Applied Mechanics and Engineering article Engineering Elasticity and Material Modeling Open access

  129

  citations

6 results