9 citations · 9 across the 2 of their papers we have counts for
2 papers
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…
cs.LG2024
Enhancing Transformer-based models for Long Sequence Time Series Forecasting via Structured Matrix
Zhicheng Zhang, Yong Wang, Shaoqi Tan +2
Recently, Transformer-based models for long sequence time series forecasting have demonstrated promising results. The self-attention mechanism as the core component of these Transf…