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Christopher Sutton

4 results in Authors: Christopher Sutton

Theoretical and Computational Chemistry

Identifying Domains of Applicability of Machine Learning Models for Materials Science

Christopher Sutton, Mario Boley, Luca M. Ghiringhelli, Matthias Rupp, Jilles Vreeken, Matthias Scheffler

Version 2 posted 23 December 2019

1,053

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2

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Learning design rules for selective oxidation catalysts from high-throughput experimentation and artificial intelligence

Lucas Foppa, Christopher Sutton, Luca M. Ghiringhelli, Sandip De, Patricia Löser, Stephan Schunk, Ansgar Schaefer, Matthias Scheffler

Version 1 posted 21 October 2021

666

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Revised Nitrogen Reduction Scaling Relations from Potential-Dependent Modeling of Chemical and Electrochemical Steps

Cooper Tezak, Nicholas Singstock, Abdulaziz AlHerz, Derek Vigil-Fowler, Christopher Sutton, Ravishankar Sundararaman, Charles Musgrave

Version 1 posted 22 May 2023

344

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Materials Science

Accurate Prediction of HSE06 Band Structures for a Diverse Set of Materials Using ∆-learning

Santosh Adhikari, Jacob Clary, Ravishankar Sundararaman, Charles Musgrave, Derek Vigil-Fowler, Christopher Sutton

Version 1 posted 29 May 2023

229

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