Research Interests for Jianfeng Lu
Research Interests:
Mathematical analysis and algorithm development for problems from
computational physics, theoretical chemistry, materials science and others.
More specifically:
Electronic structure and many body problems;
Multiscale modeling and analysis; and
Rare events and sampling techniques.  Areas of Interest:
Applied Mathematics Partial Differential Equations Probability Numerical Analysis Scientific Computing
 Recent Publications
 Han, J; Lu, J; Zhou, M, Solving highdimensional eigenvalue problems using deep neural networks: A diffusion Monte Carlo like approach,
Journal of Computational Physics, vol. 423
(December, 2020) [doi] [abs]
 Lu, J; Lu, Y; Zhou, Z, Continuum limit and preconditioned Langevin sampling of the path integral molecular dynamics,
Journal of Computational Physics, vol. 423
(December, 2020) [doi] [abs]
 Sen, D; Sachs, M; Lu, J; Dunson, DB, Efficient posterior sampling for highdimensional imbalanced logistic regression,
Biometrika, vol. 107 no. 4
(December, 2020),
pp. 10051012, Oxford University Press (OUP) [doi] [abs]
 Cai, Z; Lu, J; Yang, S, Inchworm Monte Carlo Method for Open Quantum Systems,
Communications on Pure and Applied Mathematics, vol. 73 no. 11
(November, 2020),
pp. 24302472 [doi] [abs]
 Yu, VWZ; Campos, C; Dawson, W; García, A; Havu, V; Hourahine, B; Huhn, WP; Jacquelin, M; Jia, W; Keçeli, M; Laasner, R; Li, Y; Lin, L; Lu, J; Moussa, J; Roman, JE; VázquezMayagoitia, Á; Yang, C; Blum, V, ELSI — An open infrastructure for electronic structure solvers,
Computer Physics Communications, vol. 256
(November, 2020),
pp. 107459107459, Elsevier BV [doi] [abs]
