Chuan-Nan Li

University of California, Santa Barbara — United States

Materials Science · Physical Sciences

5h-index92citations13works5.72yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Machine Learning in Materials Science(6), X-ray Diffraction in Crystallography(5), Perovskite Materials and Applications(3), Quantum Dots Synthesis And Properties(2), Solid-state spectroscopy and crystallography(2)

Publications13 total

Effect of concentration fluctuations on material properties of disordered alloys
Science China Physics Mechanics and Astronomy·2026
Effect of Concentration Fluctuations on Material Properties of Disordered Alloys
arXiv (Cornell University)·2025Open Access
Distinguishing Thermal Fluctuations from Polaron Formation in Halide Perovskites
Physical Review Letters·2025· 4 citedOpen Access
LoreX: A Low-Energy Region Explorer Boosts Efficient Crystal Structure Prediction
Journal of the American Chemical Society·2025· 3 cited
Distinguishing thermal fluctuations from polaron formation in halide perovskites
arXiv (Cornell University)·2025Open Access
Nature of Disordering in <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" display="inline"><mml:mrow><mml:mi>γ</mml:mi><mml:mtext>−</mml:mtext><mml:msub><mml:mrow><mml:mi>Ga</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msub><mml:msub><mml:mrow><mml:mi mathvariant="normal">O</mml:mi></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow></mml:msub></mml:mrow></mml:math>
Physical Review Letters·2024· 14 cited
Critical Role of Configurational Disorder in Stabilizing Chemically Unfavorable Coordination in Complex Compounds
Journal of the American Chemical Society·2024· 13 cited
Computational Screening of Promising Deep-Ultraviolet Light Emitters
Journal of the American Chemical Society·2024· 5 cited
Minimizing the training dataset for efficient crystal structure prediction by graph neural network
2024Open Access
Unveiling disparities and promises of Cu and Ag chalcopyrites for thermoelectrics
Physical review. B./Physical review. B·2024· 18 cited
Graph deep learning accelerated efficient crystal structure search and feature extraction
npj Computational Materials·2023· 27 citedOpen Access
Machine-learning accelerated annealing with fitting-search style for multicomponent alloy structure predictions
Physical Review Materials·2023· 8 cited
Graph deep learning accelerated efficient crystal structure search and feature extraction
Research Square (Research Square)·2023Open Access

Frequent Co-authors

Han-Pu Liang(10), Xie Zhang(10), Su‐Huai Wei(9), Zijing Lin(5), Xun Xu(4), B. Zhao(4), Qiushi Huang(3), Jinshan Li(3), Jingxiu Yang(2), Siyuan Xu(2), Xun Xu(2), Xuan‐Yan Chen(2), Chris G. Van de Walle(2), Xinru Tang(2), Songyuan Geng(1), Tiantian Jia(1), Maosheng 茂生 Hao 郝(1), Xuefen Cai(1), Ying Yue(1), Andrej Kuznetsov(1)