Integration of PINN with Conventional Well Logging for Few-Shot TOC Prediction in Ultradeep Source Rocks

Taohua He, Jiayi He, Jin Xu, Huijun Wang, Yuanzhen Zhou, Kaiwen Xue, Yaohui Xu

Open source

DOI
10.1021/acsomega.5c10927
Published
2026-01-15
Container
ACS Omega
Publisher
American Chemical Society (ACS)
Open access
unknown

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BibTeX

@article{allodium:10.1021/acsomega.5c10927,
  title = {Integration of PINN with Conventional Well Logging for Few-Shot TOC Prediction in Ultradeep Source Rocks},
  author = {Taohua He and Jiayi He and Jin Xu and Huijun Wang and Yuanzhen Zhou and Kaiwen Xue and Yaohui Xu},
  year = {2026},
  journal = {ACS Omega},
  doi = {10.1021/acsomega.5c10927},
  url = {https://doi.org/10.1021/acsomega.5c10927}
}

RIS

TY  - JOUR
TI  - Integration of PINN with Conventional Well Logging for Few-Shot TOC Prediction in Ultradeep Source Rocks
AU  - Taohua He
AU  - Jiayi He
AU  - Jin Xu
AU  - Huijun Wang
AU  - Yuanzhen Zhou
AU  - Kaiwen Xue
AU  - Yaohui Xu
PY  - 2026
JO  - ACS Omega
DO  - 10.1021/acsomega.5c10927
UR  - https://doi.org/10.1021/acsomega.5c10927
ER  - 

APA

He, T., He, J., Xu, J., Wang, H., Zhou, Y., Xue, K., & Xu, Y. (2026). Integration of PINN with Conventional Well Logging for Few-Shot TOC Prediction in Ultradeep Source Rocks. ACS Omega. https://doi.org/10.1021/acsomega.5c10927

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