Luke Evans
As of June 2023, I'm a Flatiron Research Fellow in the Center for Computational Mathematics at the Flatiron Institute, working with the Structural and Molecular Biophysics Group led by Pilar Cossio and Sonya Hanson. In Spring 2023 I completed my Ph.D. in applied mathematics at the University of Maryland, College Park, where I was co-advised by Maria Cameron and Pratyush Tiwary. My research involves data-driven methods for the study of rare events in molecular dynamics, with more recent interest in uncertainty quantification and cryo-EM. CV
Research descriptions and related are under construction! Check back soon.
Selected Papers
- D. Wang, Y. Wang, L. Evans, P. Tiwary, From latent dynamics to meaningful representations, Journal of Chemical Theory and Computation, 1549-9168 (2024). arXiv
- S. Sule, L. Evans, M.K. Cameron, Sharp error estimates for target measure diffusion maps with applications to the committor problem, submitted, arXiv preprint arXiv:2312.14418 (2023). arXiv
- L. Evans, M.K. Cameron, P. Tiwary, Computing committors in collective variables via Mahalanobis diffusion maps, Applied and Computational Harmonic Analysis, 64, 62-101 (2023). arXiv
- L. Evans, M.K. Cameron, P. Tiwary, Computing committors via Mahalanobis diffusion maps with enhanced sampling data, Journal of Chemical Physics, 157, 214107 (2022). arXiv
- L. Evans, C.K Lai, Conjugate Phase Retrieval on C^M by real vectors, Linear Algebra and its Applications, 587, 45-69 (2019). arXiv