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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Projects
- 8 Finished
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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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A deep potential model with long-range electrostatic interactions
Zhang, L., Wang, H., Muniz, M. C., Panagiotopoulos, A. Z., Car, R. & Weinan, E., Mar 28 2022, In: Journal of Chemical Physics. 156, 12, 124107.Research output: Contribution to journal › Article › peer-review
Open Access -
Algorithms for solving high dimensional PDEs: from nonlinear Monte Carlo to machine learning
Weinan, E., Han, J. & Jentzen, A., Jan 2022, In: Nonlinearity. 35, 1, p. 278-310 33 p.Research output: Contribution to journal › Review article › peer-review
2 Scopus citations -
A Mathematical Model for Universal Semantics
Weinan, E. & Zhou, Y., Mar 1 2022, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 44, 3, p. 1124-1132 9 p.Research output: Contribution to journal › Article › peer-review
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Approximation and Optimization Theory for Linear Continuous-Time Recurrent Neural Networks
Li, Z., Han, J., Weinan, E. & Li, Q., 2022, In: Journal of Machine Learning Research. 23Research output: Contribution to journal › Article › peer-review
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Generalization error of GAN from the discriminator’s perspective
Yang, H. & Weinan, E., Mar 2022, In: Research in Mathematical Sciences. 9, 1, 8.Research output: Contribution to journal › Article › peer-review