Associate Professor Director of Data Science Lab Director of Steklov Mathematical Institute & HUST Mathematical Exploration Center Center for Mathematical Sciences Huazhong University of Science and Technology 805, Enming Building Huazhong University of Science and Technology, Wuhan Email: tgao0716 (at) hust (dot) edu (dot) cn Google Scholar     Github     ORCID

About me

I am an Associate Professor at the Center for Mathematical Sciences, Huazhong University of Science and Technology, where I direct the Data Science Lab and the Steklov Mathematical Institute & HUST Mathematical Exploration Center.

My research lies at the interface of stochastic dynamical systems and machine learning, with a focus on systems driven by non-Gaussian Lévy noise.

Research interests:

• Stochastic dynamical systems with non-Gaussian Lévy noise

• Transition pathways, rare events, and early warning indicators for tipping

• Schrödinger bridges, optimal transport, and Wasserstein geometry

• Data-driven discovery of stochastic dynamics; deep learning and reinforcement learning for scientific computing

• Applications in brain science, mathematical finance, and biophysics