Andreas Rosskopf

According to our database, Andreas Rosskopf authored at least 11 papers between 2016 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Physics-informed fine-tuning of foundation models for partial differential equations.

Vlad Medvedev, Leon Armbruster, Christopher Straub, Georg Kruse, Andreas Rosskopf

CoRR, March, 2026

2025

Hard-constraining Neumann boundary conditions in physics-informed neural networks via Fourier feature embeddings.

Christopher Straub, Philipp Brendel, Vlad Medvedev, Andreas Rosskopf

CoRR, April, 2025

CleanQRL: Lightweight Single-File Implementations of Quantum Reinforcement Learning Algorithms.

Georg Kruse, Rodrigo Coelho, Andreas Rosskopf, Robert Wille, Jeanette Miriam Lorenz

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2025

Benchmarking Quantum Reinforcement Learning.

Georg Kruse, Rodrigo Coelho, Andreas Rosskopf, Robert Wille, Jeanette Miriam Lorenz

Proceedings of the 17th International Conference on Agents and Artificial Intelligence, 2025

Quantum-Efficient Kernel Target Alignment.

Rodrigo Coelho, Georg Kruse, Andreas Rosskopf

Proceedings of the 17th International Conference on Agents and Artificial Intelligence, 2025

2024

Hamiltonian-based Quantum Reinforcement Learning for Neural Combinatorial Optimization.

Georg Kruse, Rodrigo Coehlo, Andreas Rosskopf, Robert Wille, Jeanette Miriam Lorenz

CoRR, 2024

Hamiltonian-Based Quantum Reinforcement Learning for Neural Combinatorial Optimization.

Georg Kruse, Rodrigo Coelho, Andreas Rosskopf, Robert Wille, Jeanette Miriam Lorenz

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2024

2023

Continuously Adapting Random Sampling (CARS) for Power Electronics Parameter Design.

Dominik Happel, Philipp Brendel, Andreas Rosskopf, Stefan Ditze

CoRR, 2023

Parameter Optimization of LLC-Converter with multiple operation points using Reinforcement Learning.

Georg Kruse, Dominik Happel, Stefan Ditze, Stefan Ehrlich, Andreas Rosskopf

CoRR, 2023

2019

State of Charge Estimation using Recurrent Neural Networks with Long Short-Term Memory for Lithium-Ion Batteries.

Steffen Bockrath, Andreas Rosskopf, Stéphane Koffel, Stefan Waldhör, Kushal Srivastava, Vincent R. H. Lorentz

Proceedings of the IECON 2019, 2019

2016

Inductive power transfer system with a rotary transformer for contactless energy transfer on rotating applications.

Stefan Ditze, Achim Endruschat, Thomas Schriefer, Andreas Rosskopf, Thomas Heckel

Proceedings of the IEEE International Symposium on Circuits and Systems, 2016