[MS16] Complex Biological Dynamics and SOTA Mathematical Methods

[MS16-01] Data Driven Complex Systems Reconstruction

*Huan-Fei Ma¹ (1. Soochow University, Suzhou, China (China))

Keywords:

Complex Network,System Reconstruction,High order,Transient Dynamics

Inferring complex relationships and interaction strengths among system variables from time series data is a crucial problem in biological system modeling. We will introduce higher-order relationship inference methods based on time series data, as well as recent advances in identifying system parameters solely from transient short-sequence data.