Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 9 Industry, Innovation, and Infrastructure -
SDG 16 Peace, Justice and Strong Institutions
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Dive into the research topics where Jianwei Ma is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Towards Foundation Model-Driven Geophysical Inversion by Low-Rank Adaptation and Attention Gates
Peng, Y., Yang, F. & Ma, J., Feb 2026, In: Geophysical Prospecting. 74, 2, e70134.Research output: Contribution to journal › Article › peer-review
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A level-set structural approach for multi-physics joint inversion using full-waveform and gravity data
Deng, X., Zhao, J., Li, W. & Ma, J., 28 Nov 2025, In: Inverse Problems. 41, 11, 115010.Research output: Contribution to journal › Article › peer-review
Open Access -
Beyond linear: Hybrid neuron network for coherent noise suppression
Wang, M., Li, X. & Ma, J., 1 Jul 2025, In: Geophysics. 90, 4, p. V389-V403Research output: Contribution to journal › Article › peer-review
2 Link opens in a new tab Scopus citations -
Elastic Wavefield Decomposition Using the Physical-Constrained Neural Network and Its Application on Reverse-Time Migration
Sun, J., Zhao, Z., Ma, J. & Yang, J., 2025, In: IEEE Transactions on Geoscience and Remote Sensing. 63, 0b00006493f5e433.Research output: Contribution to journal › Article › peer-review
3 Link opens in a new tab Scopus citations -
Five-Dimensional Intelligent Denoising via Transformer
Xiang, Y., Ma, J. & Wang, W., 2025, In: IEEE Transactions on Geoscience and Remote Sensing. 63, 5920210.Research output: Contribution to journal › Article › peer-review
2 Link opens in a new tab Scopus citations