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2020 – today
- 2025
[i3]Yuwei Geng, Lili Ju, Boris Kramer, Zhu Wang:
Data-Driven Reduced-Order Models for Port-Hamiltonian Systems with Operator Inference. CoRR abs/2501.02183 (2025)- 2024
- [j1]Yuwei Geng, Yuankai Teng, Zhu Wang
, Lili Ju:
A deep learning method for the dynamics of classic and conservative Allen-Cahn equations based on fully-discrete operators. J. Comput. Phys. 496: 112589 (2024) - [c1]Ali Haisam Muhammad Rafid, Junqi Yin, Yuwei Geng, Siming Liang, Feng Bao, Lili Ju, Guannan Zhang:
A Scalable Training-Free Diffusion Model for Uncertainty Quantification. SC Workshops 2024: 380-386 - [i2]Yuwei Geng, Jasdeep Singh, Lili Ju, Boris Kramer, Zhu Wang:
Gradient Preserving Operator Inference: Data-Driven Reduced-Order Models for Equations with Gradient Structure. CoRR abs/2401.12138 (2024) - [i1]Yuwei Geng, Olena Burkovska, Lili Ju, Guannan Zhang, Max D. Gunzburger:
An End-to-End Deep Learning Method for Solving Nonlocal Allen-Cahn and Cahn-Hilliard Phase-Field Models. CoRR abs/2410.08914 (2024)
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