12 citations · 33 across the 8 of their papers we have counts for
8 papers
Arbitrage equilibrium and the emergence of universal microstructure in deep neural networks
Venkat Venkatasubramanian, N Sanjeevrajan, Manasi Khandekar +2
Despite the stunning progress recently in large-scale deep neural network applications, our understanding of their microstructure, 'energy' functions, and optimal design remains in…
Arbitrage equilibria in active matter systems
Venkat Venkatasubramanian, Abhishek Sivaram, N. Sanjeevrajan +1
The motility-induced phase separation (MIPS) phenomenon in active matter has been of great interest for the past decade or so. A central conceptual puzzle is that this behavior, wh…
Density and Affinity Dependent Social Segregation and Arbitrage Equilibrium in a Multi-class Schelling Game
Venkat Venkatasubramanian, Jessica Shi, Leo Goldman +2
Contrary to the widely believed hypothesis that larger, denser cities promote socioeconomic mixing, a recent study (Nilforoshan et al. 2023) reports the opposite behavior, i.e. mor…
Invisible hand and arbitrage equilibrium in the self-organizing dynamics of pattern formation in ecological systems
Venkat Venkatasubramanian, Arun Sankar E M, Abhishek Sivaram
Patterns in ecological systems such as mussel beds have been of considerable interest for a long time. Several physicochemical mechanisms have been proposed for their formation. He…
Arbitrage Equilibrium, Invariance, and the Emergence of Spontaneous Order in the Dynamics of Birds Flocking
Abhishek Sivaram, Venkat Venkatasubramanian
The physics of active biological matter, such as bacterial colonies and bird flocks, exhibiting interesting self-organizing dynamical behavior has gained considerable importance in…
A unified theory of emergent equilibrium phenomena in active and passive matter
Venkat Venkatasubramanian, Abhishek Sivaram, Laya Das
Recent attempts towards a theory of active matter utilize concepts and methods from hydrodynamics, kinetic theory, and non-equilibrium statistical physics. However, such approaches…
Robust and Efficient Swarm Communication Topologies for Hostile Environments
Vipul Mann, Abhishek Sivaram, Laya Das +1
Swarm Intelligence-based optimization techniques combine systematic exploration of the search space with information available from neighbors and rely strongly on communication amo…
Incorporating prior knowledge about structural constraints in model identification
Deepak Maurya, Sivadurgaprasad Chinta, Abhishek Sivaram +1
Model identification is a crucial problem in chemical industries. In recent years, there has been increasing interest in learning data-driven models utilizing partial knowledge abo…