Deep learning inversion of water content and relaxation time in water-bearing fracture zones based on surface NMR data

Kaitian Li, Hongjie Li, Hao Qiu, Ling Li, Kai Lu, MengHang Kong, Zhenyu Li

Open source

DOI
10.1038/s41598-026-40506-6
Published
2026-02-16
Container
Scientific Reports
Publisher
Springer Science and Business Media LLC
Open access
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BibTeX

@article{allodium:10.1038/s41598-026-40506-6,
  title = {Deep learning inversion of water content and relaxation time in water-bearing fracture zones based on surface NMR data},
  author = {Kaitian Li and Hongjie Li and Hao Qiu and Ling Li and Kai Lu and MengHang Kong and Zhenyu Li},
  year = {2026},
  journal = {Scientific Reports},
  doi = {10.1038/s41598-026-40506-6},
  url = {https://doi.org/10.1038/s41598-026-40506-6}
}

RIS

TY  - JOUR
TI  - Deep learning inversion of water content and relaxation time in water-bearing fracture zones based on surface NMR data
AU  - Kaitian Li
AU  - Hongjie Li
AU  - Hao Qiu
AU  - Ling Li
AU  - Kai Lu
AU  - MengHang Kong
AU  - Zhenyu Li
PY  - 2026
JO  - Scientific Reports
DO  - 10.1038/s41598-026-40506-6
UR  - https://doi.org/10.1038/s41598-026-40506-6
ER  - 

APA

Li, K., Li, H., Qiu, H., Li, L., Lu, K., Kong, M., & Li, Z. (2026). Deep learning inversion of water content and relaxation time in water-bearing fracture zones based on surface NMR data. Scientific Reports. https://doi.org/10.1038/s41598-026-40506-6

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