Jianwei Ma

6.4k total citations · 4 hit papers
154 papers, 4.8k citations indexed

About

Jianwei Ma is a scholar working on Geophysics, Computer Vision and Pattern Recognition and Computational Mechanics. According to data from OpenAlex, Jianwei Ma has authored 154 papers receiving a total of 4.8k indexed citations (citations by other indexed papers that have themselves been cited), including 99 papers in Geophysics, 57 papers in Computer Vision and Pattern Recognition and 47 papers in Computational Mechanics. Recurrent topics in Jianwei Ma's work include Seismic Imaging and Inversion Techniques (95 papers), Image and Signal Denoising Methods (54 papers) and Seismic Waves and Analysis (47 papers). Jianwei Ma is often cited by papers focused on Seismic Imaging and Inversion Techniques (95 papers), Image and Signal Denoising Methods (54 papers) and Seismic Waves and Analysis (47 papers). Jianwei Ma collaborates with scholars based in China, United States and France. Jianwei Ma's co-authors include Siwei Yu, Gerlind Plonka, Fangshu Yang, Wenlong Wang, Yongna Jia, Gang Tang, Yangkang Chen, Xiaoqun Zhang, Sergey Fomel and Stanley Osher and has published in prestigious journals such as Proceedings of the National Academy of Sciences, Nature Communications and SHILAP Revista de lepidopterología.

In The Last Decade

Jianwei Ma

137 papers receiving 4.7k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Deep-learning inversion: A next-generation seismic velocity model building method

2019 411 citations Fangshu Yang, Jianwei Ma Geophysics profile →
Deep Learning for Geophysics: Current and Future Trends

2021 335 citations Siwei Yu, Jianwei Ma Reviews of Geophysics profile →
The Curvelet Transform

2010 310 citations Jianwei Ma et al. profile →
Deep learning for denoising

2019 281 citations Siwei Yu, Jianwei Ma et al. Geophysics profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Jianwei Ma China	36	3.0k	1.6k	1.3k	859	665	154	4.8k
Felix J. Herrmann Canada	38	4.5k 1.5×	1.3k 0.8×	2.1k 1.6×	1.4k 1.6×	320 0.5×	326	5.4k
Jinghuai Gao China	38	3.6k 1.2×	1.0k 0.6×	1.9k 1.4×	301 0.4×	708 1.1×	429	5.3k
Laurent Demanet United States	21	1.1k 0.4×	1.8k 1.1×	488 0.4×	639 0.7×	275 0.4×	74	3.5k
Mauricio D. Sacchi Canada	47	8.1k 2.7×	2.5k 1.6×	3.3k 2.6×	1.5k 1.7×	677 1.0×	355	9.4k
Yangkang Chen China	60	9.8k 3.2×	3.1k 1.9×	4.0k 3.0×	951 1.1×	2.2k 3.3×	351	11.4k
David Pardo Spain	27	786 0.3×	903 0.5×	722 0.6×	1.1k 1.3×	103 0.2×	182	3.5k
Jon F. Claerbout United States	31	5.5k 1.8×	551 0.3×	3.0k 2.3×	346 0.4×	690 1.0×	85	6.7k
D. J. Verschuur Netherlands	33	4.7k 1.5×	510 0.3×	2.6k 2.0×	283 0.3×	335 0.5×	394	5.1k
Sergey Fomel United States	60	12.4k 4.1×	1.8k 1.1×	6.7k 5.1×	587 0.7×	1.6k 2.5×	442	13.6k
Sven Treitel United States	26	2.5k 0.8×	380 0.2×	1.3k 1.0×	307 0.4×	312 0.5×	92	3.6k

Countries citing papers authored by Jianwei Ma

Since Specialization

Citations

This map shows the geographic impact of Jianwei Ma's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Jianwei Ma with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Jianwei Ma more than expected).

Fields of papers citing papers by Jianwei Ma

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Jianwei Ma. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Jianwei Ma. The network helps show where Jianwei Ma may publish in the future.

Co-authorship network of co-authors of Jianwei Ma

This figure shows the co-authorship network connecting the top 25 collaborators of Jianwei Ma. A scholar is included among the top collaborators of Jianwei Ma based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Jianwei Ma. Jianwei Ma is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

1.

Ma, Jianwei, et al.. (2025). One‐Fit‐All Transformer for Multimodal Geophysical Inversion: Method and Application. SHILAP Revista de lepidopterología. 2(1).

2.

Ma, Hongli, Jianwei Ma, Pengfei Bao, et al.. (2025). RNA–ligand interaction scoring via data perturbation and augmentation modeling. Nature Computational Science. 5(8). 648–660. 2 indexed citations

3.

Cheng, Jiubing, et al.. (2024). Million-core scalable 3D anisotropic reverse time migration on the Sugon exascale supercomputer. Computers & Geosciences. 194. 105754–105754.

4.

Gao, Tianxiang, et al.. (2024). HC-MVSNet: A probability sampling-based multi-view-stereo network with hybrid cascade structure for 3D reconstruction. Pattern Recognition Letters. 185. 59–65. 2 indexed citations

5.

Yu, Siwei, et al.. (2024). Dealiased seismic data interpolation by dynamic matching. Geophysics. 89(5). V361–V376. 1 indexed citations

6.

Yang, Jidong, Hejun Zhu, Zeyu Zhao, et al.. (2024). Asymmetric magma plumbing system beneath Axial Seamount based on full waveform inversion of seismic data. Nature Communications. 15(1). 4767–4767. 2 indexed citations

7.

Yang, Fangshu & Jianwei Ma. (2023). FWIGAN: Full‐Waveform Inversion via a Physics‐Informed Generative Adversarial Network. Journal of Geophysical Research Solid Earth. 128(4). 42 indexed citations

8.

Wang, Xiaojing, et al.. (2022). Deep unfolding dictionary learning for seismic denoising. Geophysics. 88(1). WA129–WA147. 12 indexed citations

9.

Ma, Jianwei, et al.. (2022). Automatic migration velocity analysis via deep learning. Geophysics. 87(4). U135–U153. 4 indexed citations

10.

Yu, Siwei & Jianwei Ma. (2021). Deep Learning for Geophysics: Current and Future Trends. Reviews of Geophysics. 59(3). 335 indexed citations breakdown →

11.

Ma, Jianwei, et al.. (2021). Assimilation of Images via Dictionary Learning-Based Sparsity Regularization Strategy: An Application for Retrieving Fluid Flows. IEEE Transactions on Geoscience and Remote Sensing. 60. 1–20.

12.

Wang, Wenlong, George A. McMechan, & Jianwei Ma. (2021). Elastic isotropic and anisotropic full-waveform inversions using automatic differentiation for gradient calculations in a framework of recurrent neural networks. Geophysics. 86(6). R795–R810. 32 indexed citations

13.

Huo, Shoudong, et al.. (2019). Introduction to this special section: Exploration geophysics in China. The Leading Edge. 38(8). 596–596. 1 indexed citations

14.

Yu, Siwei, Jianwei Ma, & Wenlong Wang. (2019). Deep learning for denoising. Geophysics. 84(6). V333–V350. 281 indexed citations breakdown →

15.

Yu, Siwei, et al.. (2018). Deep learning tutorial for denoising.. arXiv (Cornell University). 5 indexed citations

16.

Yu, Siwei, Jianwei Ma, & Stanley Osher. (2016). Monte Carlo data-driven tight frame for seismic data recovery. Geophysics. 81(4). V327–V340. 70 indexed citations

17.

Ma, Jianwei, et al.. (2015). Asymmetric chirplet transform for sparse representation of seismic data. Geophysics. 80(6). WD89–WD100. 30 indexed citations

18.

Yu, Siwei, Jianwei Ma, Xiaoqun Zhang, & Mauricio D. Sacchi. (2015). Interpolation and denoising of high-dimensional seismic data by learning a tight frame. Geophysics. 80(5). V119–V132. 136 indexed citations

19.

Ma, Jianwei, et al.. (2015). Removal of Curtaining Effects by a Variational Model with Directional First and Second Order Differences. arXiv (Cornell University). 1 indexed citations

20.

Ma, Jianwei, et al.. (2014). Simultaneous dictionary learning and denoising for seismic data. Geophysics. 79(3). A27–A31. 180 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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