Masayuki Ohzeki
1 indexed paper
Recent (6 mo)
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126
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Disordered Systems and Neural Networks×1Quantum Physics×1Stats ML×1
Research Timeline
2026
Nonreversible Gauge Fields in Fokker--Planck Dynamics: Supersymmetric Hamiltonians and Learned Finite Forces
The paper reformulates nonreversible perturbations of Fokker--Planck dynamics as gauge fields, providing a unified operator viewpoint to analyze relaxation processes and develop methods for learning optimal non-equilibrium controls.
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