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physics.app-ph2026
A Constrained Kuramoto Gradient-Flow System Can Perform High-Accuracy Finite-Time Inference
Yi Cheng, Zongli Lin
A central question in physical inference is whether strongly constrained dynamical systems can realize accurate input--output maps through their own finite-time evolution. We study…
physics.app-ph2026
Delayed Coupling Restores Ising Phase Dynamics in Physical Oscillator Networks
Yi Cheng, Liangtao Dai, Mircea R Stan +1
Oscillator-based Ising machines, in which the phases of coupled self-sustaining oscillators evolve toward decreasing an Ising Hamiltonian, are commonly interpreted as physical real…