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physics.app-ph2026
Beyond Gradient Descent: Adam for Analog Ising Machines
Stijn Van Vooren, Guy Van der Sande, Guy Verschaffelt
As Moore's law reaches its limits, Ising machines offer a promising alternative computing approach for difficult optimization problems. However, many analog, time-continuous Ising…
physics.app-ph2025
Predicting the optimal noise strength for solving optimization problems with analog Ising machines
Leen Mys, Guy Verschaffelt, Guy Van der Sande
Analog Ising machines are dedicated hardware solvers designed to solve NP hard optimization problems. However, the global optimum is often not found as the system gets stuck in loc…