2 citations · 2 across the 3 of their papers we have counts for
3 papers
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…
math.DS2025
Causal Discovery in Symmetric Dynamic Systems with Convergent Cross Mapping
Yiting Duan, Yi Guo, Jack Yang +1
This paper systematically discusses how the inherent properties of chaotic attractors influence the results of discovering causality from time series using convergent cross mapping…
stat.ML2024★ 2 cited
Machine Learning for Complex Systems with Abnormal Pattern by Exception Maximization Outlier Detection Method
Zhikun Zhang, Yiting Duan, Xiangjun Wang +1
This paper proposes a novel fast online methodology for outlier detection called the exception maximization outlier detection method(EMODM), which employs probabilistic models and…