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Xiangyun Lei — most-cited papers & profile · AI for Science
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overview
Xiangyun Lei
6
papers ·
99
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Design and Analysis of Machine Learning Exchange-Correlation Functionals via Rotationally Invariant Convolutional Descriptors
2019 · 85 citations
A Self-Improvable Polymer Discovery Framework Based on Conditional Generative Model
2023 · 6 citations
De novo Design of Polymer Electrolytes with High Conductivity using GPT-based and Diffusion-based Generative Models
2023 · 6 citations
ElectroLens: Understanding Atomistic Simulations Through Spatially-resolved Visualization of High-dimensional Features
2019 · 1 citations
A Universal Framework for Featurization of Atomistic Systems
2021 · 1 citations
The Role of Reference Points in Machine-Learned Atomistic Simulation Models
2023
Top co-authors
Weike Ye
· 3
Andrew J. Medford
· 2
Arash Khajeh
· 2
Daniel Schweigert
· 2
Ha-Kyung Kwon
· 2
Zhenze Yang
· 2
Andrew J. Medford
· 1
Duen Horng Chau
· 1
Fred Hohman
· 1
Jens Hummelshoej
· 1
Joseph Montoya
· 1
Linda Hung
· 1
Topics
Materials
Chemistry
Drug Discovery
Physics ML