- Associate Professor of Mathematics
- Associate Professor of Chemistry (Secondary)
- Associate Professor of Physics (Secondary)
Research Areas and Keywords
PDE & Dynamical Systems
Signals, Images & Data
Jianfeng Lu is an applied mathematician interested in mathematical analysis and algorithm development for problems from computational physics, theoretical chemistry, materials science and other related fields.
More specifically, his current research focuses include:
Electronic structure and many body problems; quantum molecular dynamics; multiscale modeling and analysis; rare events and sampling techniques.
Gao, Y, Liu, J-G, Lu, J, and Marzuola, JL. "Analysis of a continuum theory for broken bond crystal surface models with evaporation and deposition effects.".
Chen, K, Li, Q, Lu, J, and Wright, SJ. "Randomized sampling for basis functions construction in generalized finite element methods.". Open Access Copy
Lu, J, Sogge, CD, and Steinerberger, S. "Approximating Pointwise Products of Laplacian Eigenfunctions.".
Khoo, Y, Lu, J, and Ying, L. "Solving for high dimensional committor functions using artificial neural networks."
Cai, Z, Lu, J, and Yang, S. "Inchworm Monte Carlo method for open quantum systems.".
Li, Y, Cheng, X, and Lu, J. "Butterfly-Net: Optimal Function Representation Based on Convolutional Neural Networks.". Open Access Copy
Lu, J, and Otto, F. "Optimal artificial boundary condition for random elliptic media."