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Jörg Fehr

Data-driven identification of latent port-Hamiltonian systems

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Aug 15, 2024
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VENI, VINDy, VICI: a variational reduced-order modeling framework with uncertainty quantification

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May 31, 2024
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On using Machine Learning Algorithms for Motorcycle Collision Detection

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Mar 14, 2024
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Multi-Hierarchical Surrogate Learning for Structural Dynamical Crash Simulations Using Graph Convolutional Neural Networks

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Feb 15, 2024
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Low-dimensional Data-based Surrogate Model of a Continuum-mechanical Musculoskeletal System Based on Non-intrusive Model Order Reduction

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Feb 13, 2023
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Real-time Human Response Prediction Using a Non-intrusive Data-driven Model Reduction Scheme

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Oct 26, 2021
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Physics-informed Neural Networks-based Model Predictive Control for Multi-link Manipulators

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Sep 22, 2021
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