Xiaowei Xie

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 7

Top Topics

Density Functional Theory

Machine Learning

Top Venues

The journal of physical chemistry letters

Chemical science

Scientific data

Journal of the American Chemical Society

This page only lists publications with an associated author ORCID identifier.

Publications

Noel J Leon, Ksenija D Glusac, Xiaowei Xie, Heonjae Jeong, Zhenzhen Yang, Bingning Wang, Evan Walter Clark Spotte-Smith, Charlotte L Stern, Nathan T Hahn, Kevin R Zavadil, Lei Cheng, Kristin A Persson, Justin G Connell, Chen Liao
Design Principles and Routes for Calcium Alkoxyaluminate Electrolytes. The journal of physical chemistry letters 15 (19) (2024)
Noel J Leon, Ksenija D Glusac, Xiaowei Xie, Heonjae Jeong, Zhenzhen Yang, Bingning Wang, Evan Walter Clark Spotte-Smith, Charlotte L Stern, Nathan T Hahn, Kevin R Zavadil, Lei Cheng, Kristin A Persson, Justin G Connell, Chen Liao
Design Principles and Routes for Calcium Alkoxyaluminate Electrolytes. The journal of physical chemistry letters (2024)
Mingjian Wen, Samuel M Blau, Xiaowei Xie, Shyam Dwaraknath, Kristin Aslaug Persson
Improving machine learning performance on small chemical reaction data with unsupervised contrastive pretraining. Chemical science 13 (5) (2022)
Samuel M Blau, Hetal D Patel, Evan Walter Clark Spotte-Smith, Xiaowei Xie, Shyam S Dwaraknath, Kristin Aslaug Persson
A chemically consistent graph architecture for massive reaction networks applied to solid-electrolyte interphase formation. Chemical science 12 (13) (2021)
Evan Walter Clark Spotte-Smith, Samuel M Blau, Xiaowei Xie, Hetal D Patel, Mingjian Wen, Brandon Wood, Shyam S Dwaraknath, Kristin Aslaug Persson
Quantum chemical calculations of lithium-ion battery electrolyte and interphase species. Scientific data 8 (1) (2021)
Xiaowei Xie, Evan Walter Clark Spotte-Smith, Mingjian Wen, Hetal D Patel, Samuel M Blau, Kristin Aslaug Persson
Data-Driven Prediction of Formation Mechanisms of Lithium Ethylene Monocarbonate with an Automated Reaction Network. Journal of the American Chemical Society 143 (33) (2021)
Xiaowei Xie, Kristin Aslaug Persson, David W Small
Incorporating Electronic Information into Machine Learning Potential Energy Surfaces via Approaching the Ground-State Electronic Energy as a Function of Atom-Based Electronic Populations. Journal of chemical theory and computation 16 (7) (2020)