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Han Meng
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Journal Articles

Stop Using Black-Box Models: Application of Explainable Artificial Intelligence for Rate of Penetration Prediction

Han Meng, Botao Lin, Yan Jin
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 29 (12): 6640–6654.
Paper Number: SPE-223622-PA
https://doi.org/10.2118/223622-PA
Published: 11 December 2024
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Journal Articles

A Missing Well-Logs Imputation Method Based on Conditional Denoising Diffusion Probabilistic Models

Han Meng, Botao Lin, Ruxin Zhang, Yan Jin
Journal: SPE Journal
Publisher: Society of Petroleum Engineers (SPE)
SPE J. 29 (05): 2165–2180.
Paper Number: SPE-219452-PA
https://doi.org/10.2118/219452-PA
Published: 15 May 2024
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Includes: Supplementary Content
Proceedings Papers

Effective Production Forecasting and Robust Rate Optimization Using Physics Informed Neural Networks

Han Meng, Ruxin Zhang, Botao Lin, Yan Jin
Paper presented at the SPE Western Regional Meeting, April 16–18, 2024
Paper Number: SPE-218863-MS
https://doi.org/10.2118/218863-MS
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Proceedings Papers

The Porothermoelastic Response of a Casing-Cement- Stratum System

Wenda Li, Mian Chen, Yan Jin, Yunhu Lu, Han Meng, Rui Yang, Xiaoyang Wang, Yinliang Bao
Paper presented at the 52nd U.S. Rock Mechanics/Geomechanics Symposium, June 17–20, 2018
Paper Number: ARMA-2018-1164
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