3 citations · 3 across the 4 of their papers we have counts for
8 papers
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…
Beyond Local Detailed Balance: Microscopic Rates Reshape Nonequilibrium Phase Behavior
Takahiro Kanazawa, Kyogo Kawaguchi, Kyosuke Adachi
Local detailed balance (LDB) is a central guiding principle for modeling nonequilibrium stochastic dynamics, yet it only constrains the ratio of forward and backward transition rat…
Hydrodynamic origins of symmetric swimming strategies
Takahiro Kanazawa, Kenta Ishimoto, Kyogo Kawaguchi
Efficient locomotion is important for the evolution of complex life, yet the physical principles selecting specific swimming strokes often remain entangled with biological constrai…
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…
Unifying Theories in High-Dimensional Biology: Approaches, Challenges and Opportunities
Marianne Bauer, Akshit Goyal, Sidhartha Goyal +19
Across biological subdisciplines, the last decade has seen an explosion of high-dimensional datasets, including datasets for cells, species, immune systems, neurons and behaviour.…
Dynamical phase transitions in single particle Brownian motion without drift
Takahiro Kanazawa, Kyogo Kawaguchi, Kyosuke Adachi
Dynamical phase transitions (DPTs) arise from qualitative changes in the long-time behavior of stochastic trajectories, often observed in systems with kinetic constraints or driven…