Yingzhi Xia

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 10

Top Topics

Variational Inference

Domain Independent

Risk Assessment

Top Venues

J. Comput. Phys.

J. Comput. Appl. Math.

Publications

Manna Dai, Yang Jiang, Feng Yang, Joyjit Chattoraj, Yingzhi Xia, Xinxing Xu, Weijiang Zhao, My Ha Dao, Yong Liu
A Surrogate-Assisted Extended Generative Adversarial Network for Parameter Optimization in Free-Form Metasurface Design. CoRR (2024)
Joyjit Chattoraj, Jian Cheng Wong, Zhang Zexuan, Manna Dai, Yingzhi Xia, Li Jichao, Xinxing Xu, Chin Chun Ooi, Yang Feng, My Ha Dao, Yong Liu
Tailoring Generative Adversarial Networks for Smooth Airfoil Design. CoRR (2024)
Yingzhi Xia, Qifeng Liao, Jinglai Li
VI-DGP: A variational inference method with deep generative prior for solving high-dimensional inverse problems. CoRR (2023)
Sen Li, Yingzhi Xia, Yu Liu, Qifeng Liao
A deep domain decomposition method based on Fourier features. J. Comput. Appl. Math. 423 (2023)
Yingzhi Xia, Qifeng Liao, Jinglai Li
VI-DGP: A Variational Inference Method with Deep Generative Prior for Solving High-Dimensional Inverse Problems. J. Sci. Comput. 97 (1) (2023)
Zhihang Xu, Yingzhi Xia, Qifeng Liao
A domain-decomposed VAE method for Bayesian inverse problems. CoRR (2023)
Yingzhi Xia, Nicholas Zabaras
Bayesian multiscale deep generative model for the solution of high-dimensional inverse problems. J. Comput. Phys. 455 (2022)
Sen Li, Yingzhi Xia, Yu Liu, Qifeng Liao
A deep domain decomposition method based on Fourier features. CoRR (2022)
Yingzhi Xia, Nicholas Zabaras
Bayesian multiscale deep generative model for the solution of high-dimensional inverse problems. CoRR (2021)
Tianteng Wang, Tong Li, Yingzhi Xia, Zexi Zhang, Shikai Jin
Risk Assessment and Online Forewarning of Oil & Gas Storage and Transportation Facilities Based on Data Mining. KES (2017)