Publications

Gaimann, M. U., & Klopotek, M. (2025). Optimal information injection and transfer mechanisms for active matter reservoir computing. arXiv. https://doi.org/10.48550/ARXIV.2509.01799

Gaimann, M. U., & Klopotek, M. (2025). Robustly optimal dynamics for active matter reservoir computing. arXiv. https://doi.org/10.48550/ARXIV.2505.05420

Egenlauf, P., & Klopotek, M. (2024, March). Coarse-graining non-equilibrium systems with machine learning. DPG Spring Meetings 2024.

Egenlauf, P., & Klopotek, M. (2024, March). Coarse-graining non-equilibrium systems with machine learning: from conceptual challenges to new approaches. The EPS Forum.