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Theoretical and Computational Chemistry

Working Paper

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

646

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Energy

Working Paper

Towards a Mechanistic Model of Solid-Electrolyte Interphase Formation and Evolution in Lithium-ion Batteries

Evan Walter Clark Spotte-Smith, Ronald L Kam, Daniel Barter, Xiaowei Xie, Tingzheng Hou, Shyam Dwaraknath, Samuel M Blau, Kristin Aslaug Persson

562

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Inorganic Chemistry

Working Paper

Data-Driven Prediction of Formation Mechanisms of Lithium Ethylene Monocarbonate with an Automated Reaction Network

Xiaowei Xie, Evan Spotte-Smith, Hetal Patel, Samuel Blau, Kristin Persson

317

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Physical Chemistry

Working Paper

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

576

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Theoretical and Computational Chemistry

Working Paper

Predictive stochastic analysis of massive filter-based electrochemical reaction networks

Daniel Barter, Evan Walter Clark Spotte-Smith, Nikita S. Redkar, Aniruddh Khanwale, Shyam Dwaraknath, Kristin A. Persson, Samuel M. Blau

994

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Theoretical and Computational Chemistry

Working Paper

Chemical Reaction Networks Explain Gas Evolution Mechanisms in Mg-Ion Batteries

Evan Walter Clark Spotte-Smith, Samuel M. Blau, Daniel Barter, Noel J. Leon, Nathan T. Hahn, Nikita S. Redkar, Kevin R. Zavadil, Chen Liao, Kristin A. Persson

157

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Theoretical and Computational Chemistry

Working Paper

Elementary Decomposition Mechanisms of Lithium Hexafluorophosphate in Battery Electrolytes and Interphases

Evan Spotte-Smith, Thea Petrocelli, Hetal Patel, Samuel Blau, Kristin Persson

448

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Theoretical and Computational Chemistry

Working Paper

Accurate, Automated Density Functional Theory for Complex Molecules Using On-the-fly Error Correction

Samuel Blau, Evan Walter Clark Spotte-Smith, Brandon Wood, Shyam Dwaraknath, Kristin Persson

793

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3

Citations

Theoretical and Computational Chemistry

Working Paper

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

932

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1

Citations

Organometallic Chemistry

Working Paper

A Chemically Consistent Graph Architecture for Massive Reaction Networks Applied to Solid-Electrolyte Interphase Formation

Samuel Blau, Hetal Patel, Evan Spotte-Smith, Xiaowei Xie, Shyam Dwaraknath, Kristin Persson

610

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Refine Search

11 results in Samuel Blau in Authors: Samuel Blau

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

Towards a Mechanistic Model of Solid-Electrolyte Interphase Formation and Evolution in Lithium-ion Batteries

Data-Driven Prediction of Formation Mechanisms of Lithium Ethylene Monocarbonate with an Automated Reaction Network

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

Predictive stochastic analysis of massive filter-based electrochemical reaction networks

Chemical Reaction Networks Explain Gas Evolution Mechanisms in Mg-Ion Batteries

Elementary Decomposition Mechanisms of Lithium Hexafluorophosphate in Battery Electrolytes and Interphases

Accurate, Automated Density Functional Theory for Complex Molecules Using On-the-fly Error Correction

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

A Chemically Consistent Graph Architecture for Massive Reaction Networks Applied to Solid-Electrolyte Interphase Formation

11 results in Authors: Samuel Blau