Predicting CO2 injection profiles in heterogeneous reservoirs using a physics-aware deep learning framework

Z Zihao Zheng H Haoxi Shi X Xintong Liu X Xinying Song Z Ziqian Hu X Xinyue Zhong H Hua Xiang (State Key Laboratory of Applied Organic Chemistry, College of Chemistry and Chemical Engineering)

Article Details

Volume / Issue Vol. 1, Issue 1
Published July 08, 2026
ISSN 2045-2322
Publisher Nature Portfolio

Journal Info

Scientific Reports

Nature Portfolio

ISSN: 2045-2322 Open Access Life Sciences

Authors (7)

Z

Zihao Zheng

H

Haoxi Shi

X

Xintong Liu

X

Xinying Song

Z

Ziqian Hu

X

Xinyue Zhong

H

Hua Xiang

State Key Laboratory of Applied Organic Chemistry, College of Chemistry and Chemical Engineering