Patrick van der Smagt

Volkswagen Group (United States) — United States

Engineering · Physical Sciences

39h-index13.0kcitations241works1.32yr avg
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Research Topics

Muscle activation and electromyography studies(47), Robot Manipulation and Learning(39), Neural Networks and Applications(23), EEG and Brain-Computer Interfaces(23), Motor Control and Adaptation(20)

Publications241 total

Latent Matters: Learning Deep State-Space Models
arXiv (Cornell University)·2026· 8 citedOpen Access
Latent Action World Models for Control with Unlabeled Trajectories
arXiv (Cornell University)·2025Open Access
TechOps: Technical Documentation Templates for the AI Act
Proceedings of the AAAI/ACM Conference on AI Ethics and Society·2025· 1 citedOpen Access
A dataset of primary nasopharyngeal carcinoma MRI with multi-modalities segmentation
Scientific Data·2025· 2 citedOpen Access
TechOps: Technical Documentation Templates for the AI Act
arXiv (Cornell University)·2025Open Access
FlowQ: Energy-Guided Flow Policies for Offline Reinforcement Learning
arXiv (Cornell University)·2025Open Access
LIMT: Language-Informed Multi-Task Visual World Models
2025
Accelerating crash simulations with Finite Element Method Integrated Networks (FEMIN): Comparing two approaches to replace large portions of a FEM simulation
Computer Methods in Applied Mechanics and Engineering·2025Open Access
Fast Preserving Local Distances and Topology in Auto-encoders
Lecture notes in computer science·2025
Guided Decoding for Robot On-line Motion Generation and Adaption
2024
Explaining decision structures and data value for neural networks in crop yield prediction
Environmental Research Letters·2024Open Access
Constrained Latent Action Policies for Model-Based Offline Reinforcement Learning
arXiv (Cornell University)·2024Open Access
Human short-latency reflexes show precise short-term gain adaptation after prior motion
Journal of Neurophysiology·2024· 1 cited
Assistive AI for Augmenting Human Decision-making
arXiv (Cornell University)·2024Open Access
Adapting Deep Variational Bayes Filter for Enhanced Confidence Estimation in Finite Element Method Integrated Networks (FEMIN)
arXiv (Cornell University)·2024Open Access
Sequential model for predicting patient adherence in subcutaneous immunotherapy for allergic rhinitis
Frontiers in Pharmacology·2024· 3 citedOpen Access
LIMT: Language-Informed Multi-Task Visual World Models
arXiv (Cornell University)·2024Open Access
The Shortcomings of Force-from-Motion in Robot Learning
arXiv (Cornell University)·2024Open Access
Introducing Finite Element Method Integrated Networks (FEMIN)
Computer Methods in Applied Mechanics and Engineering·2024· 8 cited
Pragmatic auditing: a pilot-driven approach for auditing Machine Learning systems
arXiv (Cornell University)·2024Open Access
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Frequent Co-authors

Justin Bayer(9), Jörn Vogel(5), Claudio Castellini(5), Maximilian Karl(5), Nutan Chen(5), Sami Haddadin(4), Maximilian Soelch(4), Christian Osendorfer(4), Leigh R. Hochberg(3), Daniel Bacher(3), John D. Simeral(3), John P. Donoghue(3), Georg Stillfried(3), Holger Urbanek(3), Alexey Dosovitskiy(2), Philipp Fischer(2), Eddy Ilg(2), Philip Häusser(2), Caner Hazırbaş(2), Vladimir Golkov(2)