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Physics-Informed Neural Networks with hybrid sampling for stationary Fokker–Planck–Kolmogorov Equation

Zhengrong Jin, Wanrong Zan, Shichao Ma, Wantao Jia

2025Physica A Statistical Mechanics and its Applications11 citationsDOI

Topics & Concepts

Fokker–Planck equationStatistical physicsArtificial neural networkPhysicsSampling (signal processing)MathematicsComputer scienceQuantum mechanicsArtificial intelligenceDifferential equationOpticsDetectorModel Reduction and Neural NetworksProbabilistic and Robust Engineering DesignStatistical Mechanics and Entropy
Physics-Informed Neural Networks with hybrid sampling for stationary Fokker–Planck–Kolmogorov Equation | Litcius