Projects per year
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Dive into the research topics where Weinan E is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Recent external collaboration on country level. Dive into details by clicking on the dots.
Projects
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Coupling Continuum and Density Functional Theories for Materials Modeling
NSF - National Science Foundation
8/15/14 → 1/31/16
Project: Research project
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Multi-scale/Multi-physics Modeling: Rare events in Complex Systems
2/1/13 → 7/31/16
Project: Research project
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FRG: Collaborative Research: Dynamical Processes in Many-Body Systems: Analysis and Simulations
NSF - National Science Foundation
7/1/11 → 6/30/14
Project: Research project
Research Output
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86 PFLOPS Deep Potential Molecular Dynamics simulation of 100 million atoms with ab initio accuracy
Lu, D., Wang, H., Chen, M., Lin, L., Car, R., E, W., Jia, W. & Zhang, L., Feb 2021, In: Computer Physics Communications. 259, 107624.Research output: Contribution to journal › Article › peer-review
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A comparative analysis of optimization and generalization properties of two-layer neural network and random feature models under gradient descent dynamics
Weinan, E., Ma, C. & Wu, L., Jul 1 2020, In: Science China Mathematics. 63, 7, p. 1235-1258 24 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
A Priori Estimates of the Generalization Error for Autoencoders
Don, Z., Weinan, E. & Ma, C., May 2020, 2020 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 3327-3331 5 p. 9053874. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2020-May).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Deep neural network for the dielectric response of insulators
Zhang, L., Chen, M., Wu, X., Wang, H., E, W. & Car, R., Jul 15 2020, In: Physical Review B. 102, 4, 041121.Research output: Contribution to journal › Article › peer-review
5 Scopus citations -
DP-GEN: A concurrent learning platform for the generation of reliable deep learning based potential energy models
Zhang, Y., Wang, H., Chen, W., Zeng, J., Zhang, L., Wang, H. & E, W., Aug 2020, In: Computer Physics Communications. 253, 107206.Research output: Contribution to journal › Article › peer-review
7 Scopus citations