Concepedia

Brian Kolb

BK

13

Publications

759

Citations

13

H-Index

2006

Active since

Affiliations

Massachusetts Institute of Technology(Current)

University of New Mexico

University of Science and Technology of China

Wake Forest University

Brian Kolb is an author at Massachusetts Institute of Technology specializing in engineering, physics, and computational chemistry.

Top concepts

Publications per year

2006–2017

13

Publications

13

Discovering charge density functionals and structure-property relationships with PROPhet: A general framework for coupling machine learning and first-principles methods

Brian Kolb, Levi C. Lentz, Alexie M. Kolpak · Scientific Reports · 2017 · 117 citations · Full text

High-Dimensional Atomistic Neural Network Potentials for Molecule–Surface Interactions: HCl Scattering from Au(111)

Brian Kolb, Xuan Luo, Xueyao Zhou et al. · The Journal of Physical Chemistry Letters · 2017 · 106 citations

Structural evolution of amino acid crystals under stress from a non-empirical density functional

Riccardo Sabatini, Emine Küçükbenli, Brian Kolb et al. · Journal of Physics Condensed Matter · 2012 · 102 citations · Full text

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Representing Global Reactive Potential Energy Surfaces Using Gaussian Processes

Brian Kolb, Paul Marshall, Bin Zhao et al. · The Journal of Physical Chemistry A · 2017 · 92 citations · Full text

Permutation invariant potential energy surfaces for polyatomic reactions using atomistic neural networks

Brian Kolb, Bin Zhao, Jun Li et al. · The Journal of Chemical Physics · 2016 · 63 citations

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