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August 05, 2026 article

Physics-informed machine learning in petroleum engineering: advances, applications, and future directions

Communications in Nonlinear Science and Numerical Simulation

DOI: 10.1016/j.cnsns.2026.110610 OpenAlex

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References 2

Perspectives of physics-based machine learning strategies for geoscientific applications governed by partial differential equations
2023 Geoscientific model development article Physics and Astronomy Model Reduction and Neural Networks Open access

39

citations
Self-adaptive physics-informed quantum machine learning for solving differential equations
2024 Machine Learning Science and Technology article Computer Science Quantum Computing Algorithms and Architecture Open access

11

citations

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