CN

Mingming Song

助理教授(长聘体系)

Supervisor of Master's Candidates

E-Mail: 

Administrative Position: Assistant Professor

Education Level: Doctor′s Degree graduated

Degree: Doctor of Philosophy

Professional Title: 助理教授(长聘体系)

Academic Titles: 特聘研究员、助理教授、硕导

Alma Mater: Tufts University

Discipline: Civil and Hydraulic Engineering
Bridge and Tunnel Engineering

Research Focus

Current Location: Home > Research Focus

Physics and Data-driven hybrid modeling

Integrating physics-based modeling techniques (finite element models, ordinary/partial differential equations, state-space models, etc.) and data-driven modeling methods (supervised learning, unsupervised learning, reinforcement learning, and adversarial learning, etc.) to build hybrid models and improve prediction accuracy, generalizability and interpretability.