Ryan S. DeFever

A generalized deep learning approach for local structure identification in molecular simulations

Ryan S. DeFever, Colin Targonski, Steven W. Hall et al. · Chemical Science · 2019 · 93 citations · Full text

Natural Sciences, Chemistry, Computational Chemistry +16

Suppression of sub-surface freezing in free-standing thin films of a coarse-grained model of water

Amir Haji‐Akbari, Ryan S. DeFever, Sapna Sarupria et al. · Physical Chemistry Chemical Physics · 2014 · 77 citations · Full text

Natural Sciences, Physics, Crystal Structure +16

Machine Learning Directed Optimization of Classical Molecular Modeling Force Fields

Bridgette J. Befort, Ryan S. DeFever, Garrett M. Tow et al. · Journal of Chemical Information and Modeling · 2021 · 69 citations · Full text

Natural Sciences, Materials Science, Computational Chemistry +16

Mental Rolodexing: Senior Chemistry Majors’ Understanding of Chemical and Physical Properties

Ryan S. DeFever, Heather E. Bruce, Gautam Bhattacharyya · Journal of Chemical Education · 2015 · 61 citations

Natural Sciences, Chemistry, Science Education +17

Free Energies of Catalytic Species Adsorbed to Pt(111) Surfaces under Liquid Solvent Calculated Using Classical and Quantum Approaches

Xiaohong Zhang, Ryan S. DeFever, Sapna Sarupria et al. · Journal of Chemical Information and Modeling · 2019 · 60 citations

Natural Sciences, Chemistry, Physics +17