Nicholas E. Charron

Machine Learning of Coarse-Grained Molecular Dynamics Force Fields

Jiang Wang, Simon Olsson, Christoph Wehmeyer et al. · ACS Central Science · 2019 · 525 citations · Full text

Natural Sciences, Chemistry, Physics +17

De-noising of Lidar Point Clouds Corrupted by Snowfall

Nicholas E. Charron, Stephen Phillips, Steven L. Waslander · 2018 · 189 citations

Computing, Autonomous Systems, Computer Science +14

Coarse graining molecular dynamics with graph neural networks

Brooke E. Husic, Nicholas E. Charron, Dominik Lemm et al. · Refubium (Universitätsbibliothek der Freien Universität Berlin) · 2020 · 166 citations · Full text

Natural Sciences, Chemistry, Physics +17

Machine learning coarse-grained potentials of protein thermodynamics

Maciej Majewski, Adrià Pérez, Philipp Thölke et al. · Nature Communications · 2023 · 114 citations · Full text

Natural Sciences, Biochemistry, Biophysics +17

Automated Defect Quantification in Concrete Bridges Using Robotics and Deep Learning

Evan McLaughlin, Nicholas E. Charron, Sriram Narasimhan · Journal of Computing in Civil Engineering · 2020 · 82 citations

Engineering, Civil Engineering, Computer Science +17