[SS06] Data-based dynamical modeling of complex biological systems

[SS06-06] Machine learning methods for nonequilibrium landscape and spatiotemporal dynamics reconstruction

*Tiejun Li¹ (1. Peking University (China))

Keywords:

nonequilibrium landscape construction,time-series snapshots transcriptomics

Machine learning has already had a tremendous impact across various fields of science. I will draw from our group's recent studies and present two case examples—constructing the energy landscape of high-dimensional non-equilibrium dynamical systems and spatiotemporal dynamics analysis of single-cell transcriptome data—to illustrate the important applications of machine learning in computational biology.