Brian Lee
Research Associate Materials Science, Electron Microscopy, Center for Functional Nanomaterials

Brookhaven National Laboratory
Center for Functional Nanomaterials
Bldg. 735
P.O. Box 5000
Upton, NY 11973-5000
Expertise | Education | Appointments | Publications
Expertise
- Machine learning (convolution and graph neural network)
- Computer vision and image processing
- Molecular dynamics
- Monte Carlo
Education
- Ph.D. in Mechanical Engineering. Duke University. (2021)
- M.S. in Chemical Engineering. Seoul National University. (2015)
- B.S. in Chemistry. University of Washington. (2012)
Professional Appointments
Postdoctoral research at Purdue University (2021-2024)
Selected Publications
- Lee BH, Arya G (2019) Orientational phase behavior of polymer-grafted nanocubes. Nanoscale 11:15939–15957. https://doi.org/10.1039/c9nr04859f
- Lee BH, Kotov NA, Arya G (2021) Reconfigurable Chirality of DNA-Bridged Nanorod Dimers. ACS Nano 15:13547–13558. https://doi.org/10.1021/acsnano.1c04326
- Lee BH, Arya G (2020) Analytical van der Waals interaction potential for faceted nanoparticles. Nanoscale Horizons 5:1628–1642. https://doi.org/10.1039/d0nh00526f
- Lee BH, Larentzos JP, Brennan JK, Strachan A (2024) Graph neural network coarse-grain force field for the molecular crystal RDX. npj Computational Materials 10:. https://doi.org/10.1038/s41524-024-01407-2

Brookhaven National Laboratory
Center for Functional Nanomaterials
Bldg. 735
P.O. Box 5000
Upton, NY 11973-5000