9 citations · 10 across the 2 of their papers we have counts for
2 papers
math.NA2024★ 1 cited
Optimal Low-dimensional Approximation of Transfer Operators via Flow Matching: Computation and Error Analysis
Zhicheng Zhang, Ling Guo, Hao Wu
Reaction coordinates (RCs) are low-dimensional representations of complex dynamical systems that capture their long-term dynamics. In this work, we focus on the criteria of lumpabi…
cs.LG2024★ 9 cited
Flow Matching for Optimal Reaction Coordinates of Biomolecular System
Mingyuan Zhang, Zhicheng Zhang, Hao Wu +1
We present flow matching for reaction coordinates (FMRC), a novel deep learning algorithm designed to identify optimal reaction coordinates (RC) in biomolecular reversible dynamics…