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DY: Fachverband Dynamik und Statistische Physik
DY 51: Machine Learning in Dynamics and Statistical Physics (joint session DY/SOE)
Friday, September 9, 2022, 10:00–11:15, H19
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10:00 | DY 51.1 | Reinforcement learning of optimal active particle navigation — •Mahdi Nasiri and Benno Liebchen |
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10:15 | DY 51.2 | Deep reinforcement learning for chemotactic active particles — •Edwin Loran, Mahdi Nasiri, and Benno Liebchen |
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10:30 | DY 51.3 | Machine Learning the 2D percolation transition — •Djénabou Bayo, Andreas Honecker, and Rudolf A. Römer |
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10:45 | DY 51.4 | Exploring structure-property maps with kernel principal covariates regression — •Guillaume Fraux, Benjamin Helfrecht, Rose Cersonsky, and Michele Ceriotti |
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11:00 | DY 51.5 | Investigation of plasticity in off-resonant delay-coupled reservoir computing — •Jonas Naujoks, Felix Köster, and Kathy Lüdge |