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Scientific Computing Algorithms to Learn Enhanced Scalable Surrogates for Mesh Physics


Apr 01, 2023
Brian R. Bartoldson, Yeping Hu, Amar Saini, Jose Cadena, Yucheng Fu, Jie Bao, Zhijie Xu, Brenda Ng, Phan Nguyen

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* ICLR 2023 Workshop on Physics for Machine Learning 

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Universality of parametric Coupling Flows over parametric diffeomorphisms


Feb 08, 2022
Junlong Lyu, Zhitang Chen, Chang Feng, Wenjing Cun, Shengyu Zhu, Yanhui Geng, Zhijie Xu, Yongwei Chen

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* 22 pages, 6 figures 

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Latent Space Simulation for Carbon Capture Design Optimization


Dec 22, 2021
Brian Bartoldson, Rui Wang, Yucheng Fu, David Widemann, Sam Nguyen, Jie Bao, Zhijie Xu, Brenda Ng

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* Extended version of a paper appearing in the Proceedings of the 34th Annual Conference on Innovative Applications of Artificial Intelligence (IAAI-22) 

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OpenMPR: Recognize Places Using Multimodal Data for People with Visual Impairments


Sep 15, 2019
Ruiqi Cheng, Kaiwei Wang, Jian Bai, Zhijie Xu

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* The paper is accepted by the special issue of Measurement Science and Engineering 

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