2 papers
cs.ET2026
Beyond density snapshots: Dynamical memory in Chern-Simons reservoirs
Jyotiranjan Beuria, Venkatesh H. Chembrolu
How a reservoir encodes input history jointly in density and geometric degrees of freedom remains insufficiently understood. We address this mechanistic gap with a continuous densi…
nlin.AO2025
Topological Flux on a Context Manifold Generates Nonreciprocal Collective Dynamics
Jyotiranjan Beuria, Venkatesh H. Chembrolu
Non-reciprocal interactions, where the influence of agent on differs from that of on , are fundamental in active and living matter. Yet, most models implement such a…