Klopotek, Miriam

1. Interpretable Machine Learning in Physics: A Review
   2025/03/30 by Sebastian J. Wetzel, Wetzel, Sebastian Johann, Seungwoong Ha +6 · 11 citations
   Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computational Physics (physics.comp-ph) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Scientific Computing and Data Management
2. Robustly optimal dynamics for active matter reservoir computing
   2025/05/08 by Mario U. Gaimann, Miriam Klopotek, Gaimann, Mario U. +1 · 2 citations
   Computer Science · Physics and Astronomy · #Adaptation and Self-Organizing Systems (nlin.AO) #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Mechanical and Optical Resonators #Neural Networks and Reservoir Computing #Quantum many-body systems #Soft Condensed Matter (cond-mat.soft)
3. Optimal information injection and transfer mechanisms for active matter reservoir computing
   2025/09/01 by Gaimann, Mario U., Klopotek, Miriam · 1 citation
   #Adaptation and Self-Organizing Systems (nlin.AO) #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Soft Condensed Matter (cond-mat.soft)