Shing-Tung Yau

Statistical learning of stochastic complex systems via the Yau-Yau nonlinear filter

2026 · The Innovation

Complex systems are characterized by nonlinearity, uncertainty, and noise interference, making it challenging to unravel their internal operation mechanisms. Here, we overcome this issue by implementing the Yau-Yau nonlinear filter theory to reconstruct stochastic networks …