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physics.comp-ph2026
Leveraging Population Dynamics to Steer Efficient Search in Large-Scale Combinatorial Optimization
Nikhat Khan, Ridge Redding, Nikhil Shukla
Combinatorial optimization problems pose substantial computational challenges because their feasible solution spaces grow exponentially with problem size. This paper presents a GPU…
physics.comp-ph2026
Bridging the Analog and the Probabilistic Computing Divide: Configuring Oscillator Ising Machines as P-bit Engines
E. M. Hasantha Ekanayake, Nikhat Khan, Nikhil Shukla
Oscillator Ising Machines (OIMs) and probabilistic bit (p-bit)-based computing platforms have emerged as promising paradigms for tackling complex combinatorial optimization problem…