Crossmark

Multi-physics-informed PINNs-Prod: a mathematical model framework for interpretable productivity forecasting and fracturing optimization in tight gas reservoirs

Crossref DOI link: https://doi.org/10.1007/s11600-026-01912-6

Published Online: 2026-06-06

Update policy: https://doi.org/10.1007/springer_crossmark_policy

Authors

Yang, Huohai

Luo, Xinwei

Li, Yi

Yuan, Xiufa

Yu, Zhiwei

Liu, Ting

Huang, Kaizhong

Li, Renze https://orcid.org/0009-0004-2665-2231
License Information

Text and Data Mining valid from 2026-06-06

Version of Record valid from 2026-06-06
More Information

Article History

Received: 28 August 2025

Accepted: 14 May 2026

First Online: 6 June 2026

Declarations

:

: On behalf of all authors, the corresponding author states that there is no conflict of interest.

Document is current

Any future updates will be listed below