2 papers
math.OC2026
Mean-Field Oscillator Ising Machines: Gradient Flows and Classification of Limit Solutions
Arvind R. Venkatakrishnan, Max Emerick, Bassam Bamieh +1
Oscillator Ising Machines (OIMs) have emerged as promising computational architectures for approximating solutions to combinatorial optimization problems. We derive and analyze the…
physics.comp-ph2026
Mind the Gap: Where Analog Ising Machines Cease to Minimize the Ising Hamiltonian
E. M. Hasantha Ekanayake, Arvind R. Venkatakrishnan, Francesco Bullo +1
The design of nonlinear dynamical systems whose gradient flows minimize the Ising Hamiltonian has emerged as a compelling paradigm for realizing Ising machines, forming the foundat…