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cond-mat.soft2026
Data Driven Equation Discovery for Phase-Ordering Dynamics : From Allen Cahn to the Ising Model
Partha Sarathi Mondal, Manav Kumar Jalan, Anish Kumar +1
Data-driven discovery of governing equations from spatiotemporal data offers a promising route to obtaining coarse-grained descriptions of complex dynamical systems. Here, we inves…
cond-mat.soft2026
Density-Induced Reentrant Coarsening in a Two-Temperature System
Partha Sarathi Mondal, Anish Kumar, Nayana Venkatareddy +2
Understanding how nonequilibrium driving modifies phase-separation kinetics remains a fundamental challenge. Here we show that phase separation in a two-temperature system exhibits…
cond-mat.soft2026
Homing through Reinforcement Learning
Riya Singh, Pratikshya Jena, Anish Kumar +1
Homing and navigation are fundamental behaviors in biological systems that enable agents to reliably reach a target under uncertainty. We present a Reinforcement Learning (RL) fram…