Time-series modeling with neural flow maps
Bingxian Xu, Zoey E. Ho, Yitong Huang
This work introduces a deep learning framework to reconstruct flow maps from time-series data, demonstrating its effectiveness in capturing circadian transcriptomic dynamics across multiple organs.
bioRxiv · Jun 18, 2025 · PreprintBioinformatics