Jonas Kneifl

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 6

Top Topics

Learning Algorithm

Model Predictive Control

Top Venues

Publications

Paolo Conti, Jonas Kneifl, Andrea Manzoni, Attilio Frangi, Jörg Fehr, Steven L. Brunton, J. Nathan Kutz
VENI, VINDy, VICI: a variational reduced-order modeling framework with uncertainty quantification. CoRR (2024)
Jonas Kneifl, Jörg Fehr, Steven L. Brunton, J. Nathan Kutz
Multi-Hierarchical Surrogate Learning for Structural Dynamical Crash Simulations Using Graph Convolutional Neural Networks. CoRR (2024)
Philipp Rodegast, Steffen Maier, Jonas Kneifl, Jörg Fehr
On using Machine Learning Algorithms for Motorcycle Collision Detection. CoRR (2024)
Jonas Kneifl, David Rosin, Oliver Röhrle, Jörg Fehr
Low-dimensional Data-based Surrogate Model of a Continuum-mechanical Musculoskeletal System Based on Non-intrusive Model Order Reduction. CoRR (2023)
Jonas Nicodemus, Jonas Kneifl, Jörg Fehr, Benjamin Unger
Physics-informed Neural Networks-based Model Predictive Control for Multi-link Manipulators. CoRR (2021)
Jonas Kneifl, Julian Hay, Jörg Fehr
Real-time Human Response Prediction Using a Non-intrusive Data-driven Model Reduction Scheme. CoRR (2021)