Fei Lu

Assistant Professor, Department of Mathematics, Johns Hopkins University

Nonparametric inference and statistical learning

• 2020/10, JHU Learning interacting kernels of mean-field equations of 1st-order particle systems
• 2019/11, UPenn Nonparametric inference of interaction laws in particles/agent systems
• 2019/2, UMD Nonparametric inference of interaction laws in particles/agent systems

Stochastic model reduction and data assimilation

• 2020/9, 2nd Symposium on Machine Learning and Dynamical Systems Data-driven model reduction for stochastic Burgers equations
• 2019/5, SIAM-DS, Snowbird,Utah SMR: from nonlinear Galerkin to parametric inference
• 2019/5, SIAM Snowbird, Utah Data assimilation with stochastic model reduction
• 2018/4, SIAM UQ, Grove Garden, CA Data assimilation with stochastic reduced models
• 2017/11, Banff, Canada Data assimilation with stochastic model reduction

SPDE in Climate modeling

• 2019/5, SIAM Snowbird, Utah Joint parameter-state estimation for a nonlinear SPDE
• 2019/1, JMM, Baltimore, MD Joint parameter-state estimation for a stochastic energy balance model