Large language models have already transformed software engineering, for better or worse. Now, so-called large physics models are also starting to transform design engineering. These tools are ...

During the process of oil and gas exploration and development, quantitative reservoir characterization holds significant importance. Accurate estimation of reservoir properties derived from seismic ...

Physics-informed convolutional neural networks (PICNNs) have emerged as a powerful extension of physics-informed neural networks (PINNs), offering superior generalization and efficiency for solving ...

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