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cond-mat.soft2026
Controlling Defects and Probing Dynamics in Active Nematics with Deep Reinforcement Learning
Russ Islam, Kyogo Kawaguchi, Yuto Ashida
Topological defects govern much of the flow behavior and orientational order in active nematics, making their control relevant for active matter physics, smart materials, and micro…
cond-mat.soft2024★ 3 cited
Hermitian and non-Hermitian topology in active matter
Kazuki Sone, Kazuki Yokomizo, Kyogo Kawaguchi +1
Self-propulsion is a quintessential aspect of biological systems, which can induce nonequilibrium phenomena that have no counterparts in passive systems. Motivated by biophysical i…