Xiaowei Xie

6PUBLICATIONS
16CO-AUTHORS
Electrical energy storageSemi- and unsupervised learningColloid and surface chemistryElectrical energy generation (incl. renewables, excl. photovoltaics)Reaction kinetics and dynamics
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Publications (6)

|May 06, 2024
Design Principles and Routes for Calcium Alkoxyaluminate Electrolytes.

Noel J Leon, Stefan Ilic, Xiaowei Xie

|Feb 28, 2022
Improving machine learning performance on small chemical reaction data with unsupervised contrastive pretraining.

Mingjian Wen, Samuel M Blau, Xiaowei Xie

|Aug 11, 2021
Data-Driven Prediction of Formation Mechanisms of Lithium Ethylene Monocarbonate with an Automated Reaction Network.

Xiaowei Xie, Evan Walter Clark Spotte-Smith, Mingjian Wen

|Aug 06, 2021
Quantum chemical calculations of lithium-ion battery electrolyte and interphase species.

Evan Walter Clark Spotte-Smith, Samuel M Blau, Xiaowei Xie

|Jun 24, 2021
A chemically consistent graph architecture for massive reaction networks applied to solid-electrolyte interphase formation.

Samuel M Blau, Hetal D Patel, Evan Walter Clark Spotte-Smith

|Jun 06, 2020
Incorporating Electronic Information into Machine Learning Potential Energy Surfaces via Approaching the Ground-State Electronic Energy as a Function of Atom-Based Electronic Populations.

Xiaowei Xie, Kristin A Persson, David W Small

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Frequent Collaborators

4 joint publications

Kristin A Persson

4 joint publications

Evan Walter Clark Spotte-Smith

2 joint publications

Samuel M Blau

2 joint publications

Shyam Dwaraknath