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Mingjian Wen

5 results in Authors: Mingjian Wen

Theoretical and Computational Chemistry

BonDNet: A Graph Neural Network for the Prediction of Bond Dissociation Energies for Charged Molecules

Mingjian Wen, Samuel Blau, Evan Spotte-Smith, Shyam Dwaraknath, Kristin Persson

Version 2 posted 23 September 2020

682

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Materials Science

Machine learning full NMR chemical shift tensors of silicon oxides with equivariant graph neural networks

Maxwell Venetos, Mingjian Wen, Kristin Persson

Version 1 posted 26 October 2022

344

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Materials Chemistry

CoeffNet: Predicting activation barriers through a chemically-interpretable, equivariant and physically constrained graph neural network

Sudarshan Vijay, Maxwell Venetos, Evan Spotte-Smith, Aaron Kaplan, Mingjian Wen, Kristin Persson

Version 1 posted 21 August 2023

361

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Theoretical and Computational Chemistry

Quantum Chemical Calculations of Lithium-Ion Battery Electrolyte and Interphase Species

Evan Walter Clark Spotte-Smith, Samuel Blau, Xiaowei Xie, Hetal Patel, Mingjian Wen, Brandon Wood, Shyam Dwaraknath, Kristin Persson

Version 3 posted 21 May 2021

1,087

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1

Citations

Physical Chemistry

Improving machine learning performance on small chemical reaction data with unsupervised contrastive pretraining

Mingjian Wen, Samuel M. Blau, Xiaowei Xie, Shyam Dwaraknath, Kristin A. Persson

Version 2 posted 11 January 2022

626

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