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20232026
most citedMachine Learning for Complex Systems with Abnormal Pattern by Exception Maximization Outlier Detection Method

2 citations · 3 across the 8 of their papers we have counts for

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stat.CO2026

Wasserstein Geometry of Information Loss in Nonlinear Dynamical Systems

Yiting Duan, Zhikun Zhang, Yi Guo

Time-delay embedding is a powerful technique for reconstructing the dynamics of nonlinear systems. However, the reconstruction map is not always an embedding, a condition rarely ve…

stat.CO2025

Solving Fokker-Planck-Kolmogorov Equation by Distribution Self-adaptation Normalized Physics-informed Neural Networks

Yi Zhang, Yiting Duan, Xiangjun Wang +1

Stochastic dynamical systems provide essential mathematical frameworks for modeling complex real-world phenomena. The Fokker-Planck-Kolmogorov (FPK) equation governs the evolution…