E Weinan

Princeton University — United States

Materials Science · Physical Sciences

95h-index35.9kcitations491works6.52yr avg
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Research Topics

Machine Learning in Materials Science(58), Advanced Mathematical Modeling in Engineering(58), Advanced Numerical Methods in Computational Mathematics(52), Model Reduction and Neural Networks(49), Neural Networks and Applications(41)

Publications489 total

OpenCSP: A Deep Learning Framework for Crystal Structure Prediction from Ambient to High Pressure
2025Open Access
NMR-Solver: Automated Structure Elucidation via Large-Scale Spectral Matching and Physics-Guided Fragment Optimization
arXiv (Cornell University)·2025Open Access
TDEase: An Open‐Source Data Visualization Software Framework for Targeted Proteoform Characterization by Top‐Down Proteomics
PROTEOMICS·2025
Attitudes, Perceptions, and Factors Influencing the Adoption of AI in Health Care Among Medical Staff: Nationwide Cross-Sectional Survey Study
Journal of Medical Internet Research·2025· 6 citedOpen Access
Solving multiscale dynamical systems by deep learning
Computer Physics Communications·2025· 3 cited
Uni-Mol3: A Multi-Molecular Foundation Model for Advancing Organic Reaction Modeling
arXiv (Cornell University)·2025Open Access
Learning Free Terminal Time Optimal Closed-loop Control of Manipulators
2025
SciMaster: Towards General-Purpose Scientific AI Agents, Part I. X-Master as Foundation: Can We Lead on Humanity's Last Exam?
arXiv (Cornell University)·2025Open Access
Closed-Loop AI Enables Organic Continuous-Wave Laser
2025Open Access
TDEase: an Open-Source Data Visualization Software Framework for Targeted Proteoform Characterization by Top-Down Proteomics
2025Open Access
Deep learning for sub-ångström-resolution imaging in uncorrected scanning transmission electron microscopy
National Science Review·2025· 2 citedOpen Access
GradPower: Powering Gradients for Faster Language Model Pre-Training
arXiv (Cornell University)·2025Open Access
On the Expressive Power of Mixture-of-Experts for Structured Complex Tasks
ArXiv.org·2025Open Access
Attitudes, Perceptions, and Factors Influencing the Adoption of AI in Health Care Among Medical Staff: Nationwide Cross-Sectional Survey Study (Preprint)
2025
RARE: Retrieval-Augmented Reasoning Modeling
arXiv (Cornell University)·2025· 1 citedOpen Access
Thermal disorder and phonon softening in the ferroelectric phase transition of lead titanate
Physical review. B./Physical review. B·2025· 9 citedOpen Access
Unified Cross-Scale 3D Generation and Understanding via Autoregressive Modeling
arXiv (Cornell University)·2025· 1 citedOpen Access
The Sharpness Disparity Principle in Transformers for Accelerating Language Model Pre-Training
arXiv (Cornell University)·2025Open Access
Discovery of High-Temperature Superconducting Ternary Hydrides via Deep Learning
arXiv (Cornell University)·2025· 3 citedOpen Access
Strategic priorities for transformative progress in advancing biology with proteomics and artificial intelligence
arXiv (Cornell University)·2025Open Access
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Frequent Co-authors

Eric Vanden‐Eijnden(13), Linfeng Zhang(12), Handong Wang(10), Weiqing Ren(9), Jiequn Han(8), Roberto Car(8), Björn Engquist(5), Arnulf Jentzen(3), Denghui Lu(3), Ya. G. Sinaǐ(3), Lin Lin(3), Yuzhi Zhang(2), Jinzhe Zeng(2), Pingbing Ming(2), Wissam A. Saidi(2), Jian‐Guo Liu(2), Weile Jia(2), Mohan Chen(2), Jianfeng Lu(2), Han Wang(1)