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Nicholas J. Browning
Nicholas J. Browning
University of Basel
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Alıntı yapanlar
Alıntı yapanlar
Yıl
Genetic optimization of training sets for improved machine learning models of molecular properties
NJ Browning, R Ramakrishnan, OA Von Lilienfeld, U Roethlisberger
The journal of physical chemistry letters 8 (7), 1351-1359, 2017
782017
Nonadiabatic effects in electronic and nuclear dynamics
MP Bircher, E Liberatore, NJ Browning, S Brickel, C Hofmann, A Patoz, ...
Structural Dynamics 4 (6), 2017
482017
Machine learning of free energies in chemical compound space using ensemble representations: Reaching experimental uncertainty for solvation
J Weinreich, NJ Browning, OA von Lilienfeld
The Journal of Chemical Physics 154 (13), 2021
462021
Genetic algorithm based design and experimental characterization of a highly thermostable metalloprotein
E Bozkurt, MAS Perez, R Hovius, NJ Browning, U Rothlisberger
Journal of the American Chemical Society 140 (13), 4517-4521, 2018
232018
GPU-accelerated approximate kernel method for quantum machine learning
NJ Browning, FA Faber, O Anatole von Lilienfeld
The Journal of Chemical Physics 157 (21), 2022
102022
Mace-off23: Transferable machine learning force fields for organic molecules
DP Kovács, JH Moore, NJ Browning, I Batatia, JT Horton, V Kapil, ...
arXiv preprint arXiv:2312.15211, 2023
82023
Lessons from nature: computational design of biomimetic compounds and processes
E Bozkurt, N Ashari, N Browning, E Brunk, P Campomanesa, MAS Perez, ...
Chimia 68 (9), 642-642, 2014
42014
Applications of Artificial Intelligence to Computational Chemistry
NJ Browning
EPFL, 2019
32019
Research data supporting" MACE-OFF23"
H Moore, DP Kovacs, NJ Browning, I Batatia, JT Horton, V Kapil, W Witt, ...
2024
MACE-OFF23: Transferable Machine Learning Force Fields for Organic Molecules
D Péter Kovács, JH Moore, NJ Browning, I Batatia, JT Horton, V Kapil, ...
arXiv e-prints, arXiv: 2312.15211, 2023
2023
Fast evaluation of spherical harmonics with sphericart
F Bigi, G Fraux, NJ Browning, M Ceriotti
The Journal of Chemical Physics 159 (6), 2023
2023
EVOLVE: An Evolutionary Toolbox for the Design of Peptides and Proteins
NJ Browning, MAS Perez, E Brunk, U Rothlisberger
2023
LCBC
A Antalik, B Araujo Cautiero Horta, JS Arey, N Ashari Astani, PJ Baudin, ...
Sciper ID 240680 Affiliated labs LCBC
NJ Browning
Molecular Dynamics and Monte Carlo Simulations Exercises
A Boziki, N Browning, T von Erlach
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