Atamert Rahma; Chinmay Datar; Felix Dietrich
Training Hamiltonian neural networks without backpropagation
NeurIPS 2024 Workshop on Machine Learning and the Physical Sciences
2024

Kislaya Ravi; Vladyslav Fediukov; Felix Dietrich; Tobias Neckel; Fabian Buse; Michael Bergmann; Hans-Joachim Bungartz
Multi-fidelity Gaussian process surrogate modeling for regression problems in physics
Machine Learning: Science and Technology
2024
5
4
Oct
045015

Vladyslav Fediukov; Felix Dietrich; Fabian Buse; Jana Huhne
Uncertainty Quantification For Wheeled Locomotion Machine Learning Predictions On Soft Soil
Proceedings of the 21st International and 12th Asia-Pacific Regional Conference of the ISTVS
International Society for Terrain-Vehicle Systems
2024

Tom Bertalan; Felix Dietrich; Ioannis G. Kevrekidis
Transformations establishing equivalence across neural networks: When have two networks learned the same task?
Chaos: An Interdisciplinary Journal of Nonlinear Science
2024
34
7
Jun

David W Sroczynski; Felix Dietrich; Eleni D. Koronaki; Ronen Talmon; Ronald R. Coifman; Erik Bollt; Ioannis G. Kevrekidis
On learning what to learn: Heterogeneous observations of dynamics and establishing possibly causal relations among them
PNAS Nexus
2024
3
12
Nov

Seitz, Philipp;Geiger, Manuel;Ufrecht, Christian;Plinge, Axel;Mutschler, Christopher;Scherer, Daniel D.;Mendl, Christian B.
SCIM MILQ: An HPC Quantum Scheduler
292-298
2024 IEEE International Conference on Quantum Computing and Engineering (QCE)
IEEE
2024

Nibbi, Martina;Mendl, Christian B.
Block encoding of matrix product operators
Physical Review A
2024
110
4

Richard M. Milbradt, Hazar Çakır, Qunsheng Huang, Christian B. Mendl
Using state diagrams to generate tree tensor networks of a quantum system
7th International Conference for Young Quantum Information Scientists
Paris, France
2024

Benjamin Rodenberg
How to use time interpolation in the preCICE tutorials
preCICE Workshop 2024
2024

Benjamin Rodenberg
Verification and debugging of partitioned multiphysics simulation with preCICE and open-source solvers
ICCE 2024
2024