114 citations · 193 across the 15 of their papers we have counts for
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Stability of Oscillator Ising Machines: Not All Solutions Are Created Equal
Mohammad Khairul Bashar, Zongli Lin, Nikhil Shukla
Nonlinear dynamical systems such as coupled oscillators are being actively investigated as Ising machines for solving computationally hard problems in combinatorial optimization. P…
Constructing Dynamical Systems to Model Higher Order Ising Spin Interactions and their Application in Solving Combinatorial Optimization Problems
Mohammad Khairul Bashar, Nikhil Shukla
The Ising model provides a natural mapping for many computationally hard combinatorial optimization problems (COPs). Consequently, dynamical system-inspired computing models and ha…
Formulating Oscillator-Inspired Dynamical Systems to Solve Boolean Satisfiability
Mohammad Khairul Bashar, Zongli Lin, Nikhil Shukla
Dynamical systems can offer a novel non-Boolean approach to computing. Specifically, the natural minimization of energy in the system is a valuable property for minimizing the obje…