Grants & Projects per year
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Collaborations and top research areas from the last five years
Grants & Projects
- 3 Active
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CDS&E: Data-Driven Nonlinear Model Reduction for High-dimensional Multi-scale Stochastic Dynamical Systems
Ye, F. (PI) & Giunti, B. (CoPI)
09/1/26 → 08/31/29
Project: Research
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Center for Emerging Artificial Intelligence Systems
Kesavadas, T. (PI), Stern, E. (CoPI), Agamy, M. (CoI), Gonzalez-Cruz, J. (CoI), Saha, D. (CoI), Ye, F. (CoI), Elgala, H. (CoI), Li, X. (CoI), Yin, P. (CoI), Yang, Z. (CoI), Islam, M. (CoI), Jeong, H. (CoI), Liu, C. (CoI), Yu, X. (CoI) & Lai, P. (CoI)
10/13/23 → 10/12/28
Project: Research
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Data-driven Model Reduction in Stochastic Dynamical Systems
Ye, F. (PI) & Lenart, C. (CoI)
09/1/23 → 08/31/27
Project: Research
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Diffuse Everything: Multimodal Diffusion Models on Arbitrary State Spaces
Rojas, K., Zhu, Y., Zhu, S., Ye, F. X. F. & Tao, M., 2025, In: Proceedings of Machine Learning Research. 267, p. 51924-51956 33 p.Research output: Contribution to journal › Conference article › peer-review
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ROBUST FIRST- AND SECOND-ORDER DIFFERENTIATION FOR REGULARIZED OPTIMAL TRANSPORT
Li, X., Lu, F., Tao, M. & Ye, F. X. F., 2025, In: SIAM Journal on Scientific Computing. 47, 3, p. C630-C654Research output: Contribution to journal › Article › peer-review
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Estimate exponential memory decay in hidden Markov model and its applications to inference
Ye, F. X. F., Ma, Y. A. & Qian, H., Apr 2024, In: Physica D: Nonlinear Phenomena. 460, 134053.Research output: Contribution to journal › Article › peer-review
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Nonlinear Model Reduction for Slow–Fast Stochastic Systems Near Unknown Invariant Manifolds
Ye, F. X. F., Yang, S. & Maggioni, M., Feb 2024, In: Journal of Nonlinear Science. 34, 1, 22.Research output: Contribution to journal › Article › peer-review
3 Scopus citations -
NySALT: Nyström-type inference-based schemes adaptive to large time-stepping
Li, X., Lu, F., Tao, M. & Ye, F. X. F., Mar 15 2023, In: Journal of Computational Physics. 477, 111952.Research output: Contribution to journal › Article › peer-review
1 Scopus citations