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Rao, Liting; Wu, Xin; Dang, Bo; Gao, Jianshen (2025) Fast and practical inversion for semi-airborne transient electromagnetic data based on supervised descent learning technique. Journal of Applied Geophysics, 241. doi:10.1016/j.jappgeo.2025.105806

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Reference TypeJournal (article/letter/editorial)
TitleFast and practical inversion for semi-airborne transient electromagnetic data based on supervised descent learning technique
JournalJournal of Applied Geophysics
AuthorsRao, LitingAuthor
Wu, XinAuthor
Dang, BoAuthor
Gao, JianshenAuthor
Year2025 (October)Volume241
PublisherElsevier BV
DOIdoi:10.1016/j.jappgeo.2025.105806Search in ResearchGate
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Mindat Ref. ID18571574Long-form Identifiermindat:1:5:18571574:8
GUID0
Full ReferenceRao, Liting; Wu, Xin; Dang, Bo; Gao, Jianshen (2025) Fast and practical inversion for semi-airborne transient electromagnetic data based on supervised descent learning technique. Journal of Applied Geophysics, 241. doi:10.1016/j.jappgeo.2025.105806
Plain TextRao, Liting; Wu, Xin; Dang, Bo; Gao, Jianshen (2025) Fast and practical inversion for semi-airborne transient electromagnetic data based on supervised descent learning technique. Journal of Applied Geophysics, 241. doi:10.1016/j.jappgeo.2025.105806
In(2025) Journal of Applied Geophysics Vol. 241. Elsevier BV

References Listed

These are the references the publisher has listed as being connected to the article. Please check the article itself for the full list of references which may differ. Not all references are currently linkable within the Digital Library.

Not Yet Imported: Inverse Problems - journal-article : 10.1088/0266-5611/25/12/123012

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Asif, Muhammad Rizwan, Foged, Nikolaj, Maurya, Pradip Kumar, Grombacher, Denys James, Christiansen, Anders Vest, Auken, Esben, Larsen, Jakob Juul (2022) Integrating neural networks in least-squares inversion of airborne time-domain electromagnetic data. GEOPHYSICS, 87 (4) doi:10.1190/geo2021-0335.1
Bang, Minkyu, Oh, Seokmin, Noh, Kyubo, Seol, Soon Jee, Byun, Joongmoo (2021) Imaging subsurface orebodies with airborne electromagnetic data using a recurrent neural network. GEOPHYSICS, 86 (6) doi:10.1190/geo2020-0871.1
Chen (2017) Chin. J. Geophys. 1D OCCAM inversion of SOTEM data and its application to 3D models 60, 3667
Chen, Weiying, Xue, Guoqiang, Lei, Kangxin, Song, Wanting (2023) Transient Electromagnetic Smoke Ring Due to a Grounded-Wire Source. Pure and Applied Geophysics, 180 (6). doi:10.1007/s00024-023-03256-4
Christiansen, Anders Vest, Auken, Esben, Kirkegaard, Casper, Schamper, Cyril, Vignoli, Giulio (2016) An efficient hybrid scheme for fast and accurate inversion of airborne transient electromagnetic data. Exploration Geophysics, 47 (4) 323-330 doi:10.1071/eg14121
Colombo, Daniele, Turkoglu, Ersan, Li, Weichang, Sandoval-Curiel, Ernesto, Rovetta, Diego (2021) Physics-driven deep-learning inversion with application to transient electromagnetics. GEOPHYSICS, 86 (3) doi:10.1190/geo2020-0760.1
Constable, Steven C., Parker, Robert L., Constable, Catherine G. (1987) Occam’s inversion: A practical algorithm for generating smooth models from electromagnetic sounding data. Geophysics, 52 (3) 289-300 doi:10.1190/1.1442303
Di, Qingyun, Xue, Guoqiang, Wang, Zhongxing, An, Zhiguo, Fu, Changmin, Wang, Ruo, Lei, Da, Olalekan, Fayemi (2019) Development of the emerging electromagnetic methods for deep earth exploration. Acta Geologica Sinica - English Edition, 93. 313-317 doi:10.1111/1755-6724.14110
Not Yet Imported: IEEE Transactions on Industrial Electronics - journal-article : 10.1109/TIE.2019.2897535

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Guo, Rui, Li, Maokun, Fang, Guangyou, Yang, Fan, Xu, Shenheng, Abubakar, Aria (2019) Application of supervised descent method to transient electromagnetic data inversion. Geophysics, 84 (4) doi:10.1190/geo2018-0129.1
Guo, Rui, Li, Maokun, Yang, Fan, Xu, Shenheng, Abubakar, Aria (2020) Application of supervised descent method for 2D magnetotelluric data inversion. GEOPHYSICS, 85 (4) doi:10.1190/geo2019-0409.1
Guo, Zhenwei; Xue, Guoqiang; Liu, Jianxin; Wu, Xin (2020) Electromagnetic methods for mineral exploration in China: A review. Ore Geology Reviews, 118. doi:10.1016/j.oregeorev.2020.103357
Guo, Rui, Zhou, Hongyu, Wei, Xiaolong, Lin, Zhichao, Li, Maokun, Eldar, Yonina C., Yang, Fan, Xu, Shenheng, Abubakar, Aria (2025) Deep joint inversion of multiple geophysical data with U-net reparameterization. GEOPHYSICS, 90 (3). doi:10.1190/geo2024-0210.1
Guptasarma, D., Singh, B. (1997) New digital linear filters for Hankel J 0 and J 1 transforms. Geophysical Prospecting, 45 (5) 745-762 doi:10.1046/j.1365-2478.1997.500292.x
He, Yiming, Xue, Guoqiang, Chen, Weiying, Tian, Zhongbin (2022) Three-Dimensional Inversion of Semi-Airborne Transient Electromagnetic Data Based on a Particle Swarm Optimization-Gradient Descent Algorithm. Applied Sciences, 12 (6) 3042pp. doi:10.3390/app12063042
Hu, Yanyan, Guo, Rui, Jin, Yuchen, Wu, Xuqing, Li, Maokun, Abubakar, Aria, Chen, Jiefu (2020) A Supervised Descent Learning Technique for Solving Directional Electromagnetic Logging-While-Drilling Inverse Problems. IEEE Transactions on Geoscience and Remote Sensing, 58 (11) 8013-8025 doi:10.1109/tgrs.2020.2986000
Kang, Hyeonwoo, Bang, Minkyu, Seol, Soon Jee, Byun, Joongmoo (2024) Deep-learning-based airborne transient electromagnetic inversion providing the depth of investigation. GEOPHYSICS, 89 (2) doi:10.1190/geo2022-0723.1
Knight, J. H., Raiche, A. P. (1982) Transient electromagnetic calculations using the Gaver‐Stehfest inverse Laplace transform method. Geophysics, 47 (1) 47-50 doi:10.1190/1.1441280
Li, Jianhui, Wang, Xingchun, Hu, Xiangyun, Cai, Hongzhu, Zhi, Qingquan, Chen, Shi (2023) One-dimensional full-waveform inversion for magnetic induction data in ground-based transient electromagnetic methods. Journal of Geophysics and Engineering, 20 (3) 494-507 doi:10.1093/jge/gxad025
Li, Dongsheng, Wu, Yanqi, Wu, Qiong, Ji, Yanju, Lin, Jun (2024) The damping factor improved the algorithm in semi-airborne transient electromagnetic modelling based on accelerated FDTD. Exploration Geophysics, 55 (4). doi:10.1080/08123985.2024.2369659
Lin (2021) Chin. J. Geophys. Technological innovation of semi-airborne electromagnetic detection method 64, 2995
Lu (2022) IEEE Geosci. Remote Sens. Lett. 1-D inversion of GREATEM data by supervised descent learning 19, 1
Luan, Xiaodong, Becken, Michael, Thiede, Anneke, Kotowski, Philipp O. (2024) 3D tomographic inversion for frequency semi-airborne EM under multinary constraints. Exploration Geophysics, 55 (4). doi:10.1080/08123985.2023.2212698
Ma, Zhenjun, Di, Qingyun, Jia, Yucheng, Gao, Ya, Gou, Yaqi (2023) Receiver noise correction in semi-airborne transient electromagnetic method with an electric source. Journal of Applied Geophysics, 211. 104955 doi:10.1016/j.jappgeo.2023.104955
Not Yet Imported: - journal-article : 10.1137/0111030

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Nabighian (1988)
Not Yet Imported: - book-chapter : 10.1190/1.9781560801719.ch5

If you would like this item imported into the Digital Library, please contact us quoting Book ID 9781560801306
Qi, Youzheng, Huang, Ling, Wang, Xucun, Fang, Guangyou, Yu, Gang (2017) Airborne Transient Electromagnetic Modeling and Inversion Under Full Attitude Change. IEEE Geoscience and Remote Sensing Letters, 14 (9) 1575-1579 doi:10.1109/lgrs.2017.2724558
Not Yet Imported: IEEE Access - journal-article : 10.1109/ACCESS.2020.2963917

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Rao, Liting, Wu, Xin, Guo, Rui, Gao, Jianshen, Dang, Bo (2020) A comparative study of different stabilizers for retrieving geoelectric structure based on a unified framework. Journal of Applied Geophysics, 175. 104001 doi:10.1016/j.jappgeo.2020.104001
Rochlitz, Raphael, Becken, Michael, Günther, Thomas (2023) Three-dimensional inversion of semi-airborne electromagnetic data with a second-order finite-element forward solver. Geophysical Journal International, 234 (1) 528-545 doi:10.1093/gji/ggad056
Schuster, Gerard T., Chen, Yuqing, Feng, Shihang (2024) Review of physics-informed machine-learning inversion of geophysical data. GEOPHYSICS, 89 (6). doi:10.1190/geo2023-0615.1
Not Yet Imported: - journal-article : 10.1016/j.tust.2022.104893

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Teng (2022) Chin. J. Geophys. Theory on exploring mineral resources in the second deep space and practices with electromagnetic method 65, 3975
Vignoli, Giulio, Fiandaca, Gianluca, Christiansen, Anders Vest, Kirkegaard, Casper, Auken, Esben (2015) Sharp spatially constrained inversion with applications to transient electromagnetic data. Geophysical Prospecting, 63 (1) 243-255 doi:10.1111/1365-2478.12185
Not Yet Imported: IEEE Access - journal-article : 10.1109/ACCESS.2019.2930961

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Wu, Xin, Xue, Guoqiang, Zhao, Yang, lv, Pengfei, Zhou, Zhou, Shi, Jinjing (2022) A Deep Learning Estimation of the Earth Resistivity Model for the Airborne Transient Electromagnetic Observation. Journal of Geophysical Research: Solid Earth, 127 (3) doi:10.1029/2021jb023185
Wu (2023) Chin. J. Geophys. Research on key technologies of the low-noise system for Semi-airborne electromagnetic method 66, 3904
Xian, Yougong, Lan, Riyan, Liu, Yuchao, Li, Dunren, Yang, Jing, Sun, Huaifeng (2023) Improved adaptive thin-layer inversion for semi-airborne transient electromagnetic method. Journal of Geophysics and Engineering, 20 (5) 915-926 doi:10.1093/jge/gxad045
Xiong (2013) Supervised descent method and its applications to face alignment , 532
Guoqiang, Xue, Weiying, Chen, Shu, Yan (2018) Research study on the short offset time-domain electromagnetic method for deep exploration. Journal of Applied Geophysics, 155. 131-137 doi:10.1016/j.jappgeo.2018.05.019
Not Yet Imported: IEEE Access - journal-article : 10.1109/ACCESS.2020.3013626

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Xue, Guoqiang, Chen, Weiying, Wu, Xin, Yan, Shu, Guo, Wenbo (2022) A Near-Source Electromagnetic Method for Deep Ore Explorations. Minerals, 12 (10) 1208 doi:10.3390/min12101208
Not Yet Imported: - journal-article : 10.1029/2021RS007304

If you would like this item imported into the Digital Library, please contact us quoting Journal ID
Xue (2023) IEEE Trans. Geosci. Remote Sens. 3-D Inversion based on the particle swarm optimization-Quasi-Newton hybrid algorithm for SOTEM 61, 1
Xue (2023) Chin. J. Geophys. Research of the short-offset TEM (SOTEM) system 66, 3514
Zhang (2023) IEEE Trans. Geosci. Remote Sens. Application of supervised descent method for 3-D gravity data focusing inversion 61, 1
Zhdanov (2015)

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Wu, Xinyu; Zhang, Yingying; Xie, Bin; Wu, Wenyu (2025) Transient Electromagnetic Inversion Based on Improved Supervised Descent Method. IEEE Transactions on Geoscience and Remote Sensing, 63. doi:10.1109/tgrs.2025.3600254
Lu, Congde; Wang, Jian; Huang, Song (2025) An iterative laterally constrained inversion scheme for time-domain airborne electromagnetic data. Journal of Applied Geophysics, 238. doi:10.1016/j.jappgeo.2025.105729
 
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