Publications

Frank Cichos, Santiago Mui�os Landin, and Ravi Pradip. Chapter 5 - Artificial intelligence (AI) enhanced nanomotors and active matter. In Yuebing Zheng, and Zilong Wu (Eds.), Intelligent Nanotechnology, 113--144, Elsevier, 2023. [PUMA: topic_physchemistry Active Feedback Machine Multi Optical Reinforcement agent control control, learning, particles, reinforcement] URL

Suryanarayana Maddu, Dominik Sturm, Christian L. Mueller, and Ivo F. Sbalzarini. Inverse Dirichlet weighting enables reliable training of physics informed neural networks. Machine learning: science and technology, (3)1IOP Publishing Ltd., Feb 15, 2022. [PUMA: topic_lifescience ALGORITHM FIS_scads active catastrophic flow forgetting, gradient modeling, multi-objective multi-scale networks, neural physics-informed regularization, training, turbulence,]

Xiangzun Wang, and Frank Cichos. Harnessing synthetic active particles for physical reservoir computing. Nat. Commun., (15)1:774, January 2024. [PUMA: Harnessing Xack Yaff active computing particles physical reservoir synthetic]