Wu Wen

Physics-Informed Semi-Supervised Multibranch UKAN for Prestack Fluid-Factor Inversion

The Gassmann fluid term is a key parameter for characterizing reservoir properties. To address the limitations of traditional inversion methods in handling nonlinear responses, the constraints imposed by fixed activation functions in conventional deep learning (DL) models, and the gradient conflict problem in multipara...