Hongzhu Cai

19 papers Journal 19
YearRankTypeTitle / Venue / Authors
2026 J jnl
Efficient multi-GPU distributed training strategies for neural operator networks: Application to magnetotelluric forward modeling.
Comput. Geosci.
Juntong Liu, Weiyang Liao, Ronghua Peng, Hui Liu, Hongzhu Cai, Xiangyun Hu
2026 J jnl
Large-scale 3-D magnetotelluric modeling in anisotropic media using extrapolation multigrid method on staggered grids.
Comput. Geosci.
Jinxuan Wang, Kejia Pan, Hongzhu Cai, Zhengguang Liu, Xu Han, Weiwei Ling
2025 J jnl
3-D Adaptive Multinary Inversion of Magnetotelluric Data Using Unstructured Tetrahedral Mesh.
IEEE Trans. Geosci. Remote. Sens.
Jingtao Xie, Hongzhu Cai, Bozhi Ren, Tianchun Yang, Jianping Liao, Shujing Cao, Xiangyun Hu
2025 J jnl
3-D Anisotropic CSEM Inversion With an Effective Gramian-Based Constraint.
IEEE Trans. Geosci. Remote. Sens.
Zhidan Long, Hongzhu Cai, Junjun Zhou, Ouyang Shao, Xiuwei Yang, Xiangyun Hu
2025 J jnl
Effective gravity inversion of basement relief with unfixed density contrast using deep learning.
Comput. Geosci.
Hongzhu Cai, Siyuan He, Ziang He, Shuang Liu, Lichao Liu, Xiangyun Hu
2025 J jnl
Groundwater Mapping and Modeling Using Towed Transient Electromagnetic Data Based on Deep Learning.
IEEE Trans. Geosci. Remote. Sens.
Jinchi Xian, Ziang He, Xiangyun Hu, Lichao Liu, Esben Auken, André Revil, Hongzhu Cai
2024 J jnl
GTCN: Gated Temporal Convolutional Networks for Controlled-Source Electromagnetic Data Denoising.
IEEE Trans. Geosci. Remote. Sens.
Guang Li, Shouli Wu, Hongzhu Cai, Chaojian Chen, Hui Chen, Donghan Xiao, Jiayong Yan
2024 J jnl
Low-Frequency Magnetotelluric Data Denoising Using Improved Denoising Convolutional Neural Network and Gated Recurrent Unit.
IEEE Trans. Geosci. Remote. Sens.
Guang Li, Xianjie Gu, Chaojian Chen, Cong Zhou, Donghan Xiao, Wei Wan, Hongzhu Cai
2024 J jnl
Three-Dimensional Inversion of CSEM Data Using Finite Element Method in Data Space.
IEEE Trans. Geosci. Remote. Sens.
Zhidan Long, Hongzhu Cai, Xiangyun Hu, Junjun Zhou, Xiuwei Yang
2022 J jnl
3-D Magnetotelluric Inversion and Application Using the Edge-Based Finite Element With Hexahedral Mesh.
IEEE Trans. Geosci. Remote. Sens.
Jingtao Xie, Hongzhu Cai, Xiangyun Hu, Zhidan Long, Shan Xu, Chang-Min Fu, Zhongxing Wang, Qingyun Di
2020 J jnl
Parallelized 3-D CSEM Inversion With Secondary Field Formulation and Hexahedral Mesh.
IEEE Trans. Geosci. Remote. Sens.
Zhidan Long, Hongzhu Cai, Xiangyun Hu, Gang Li, Ouyang Shao
2019 J jnl
Alternating Joint Inversion of Controlled-Source Electromagnetic and Seismic Data Using the Joint Total Variation Constraint.
IEEE Trans. Geosci. Remote. Sens.
Gang Li, Hongzhu Cai, Chun-Feng Li
2018 J jnl
CSAMT Static Shift Recognition and Correction Using Radon Transformation.
IEEE Geosci. Remote. Sens. Lett.
Xiaodong Luan, Qingyun Di, Hongzhu Cai, Michael Jorgensen, Xiaojing Tang
2017 J jnl
Finite-element time-domain modeling of electromagnetic data in general dispersive medium using adaptive Padé series.
Comput. Geosci.
Hongzhu Cai, Xiangyun Hu, Bin Xiong, Michael S. Zhdanov
2017 J jnl
Joint Inversion of Gravity and Magnetotelluric Data for the Depth-to-Basement Estimation.
IEEE Geosci. Remote. Sens. Lett.
Hongzhu Cai, Michael S. Zhdanov
2017 J jnl
Parallelized 3D CSEM modeling using edge-based finite element with total field formulation and unstructured mesh.
Comput. Geosci.
Hongzhu Cai, Xiangyun Hu, Jianhui Li, Masashi Endo, Bin Xiong
2016 J jnl
Three-Dimensional Inversion of Magnetotelluric Data for the Sediment-Basement Interface.
IEEE Geosci. Remote. Sens. Lett.
Hongzhu Cai, Michael S. Zhdanov
2015 J jnl
Modeling and Inversion of Magnetic Anomalies Caused by Sediment-Basement Interface Using Three-Dimensional Cauchy-Type Integrals.
IEEE Geosci. Remote. Sens. Lett.
Hongzhu Cai, Michael S. Zhdanov
2014 J jnl
3D controlled-source electromagnetic modeling in anisotropic medium using edge-based finite element method.
Comput. Geosci.
Hongzhu Cai, Bin Xiong, Muran Han, Michael S. Zhdanov