Kinematically consistent recurrent neural networks for learning inverse problems in wave propagation

Wrik Mallik, Rajeev K. Jaiman, Jasmin Jelovica

Although machine learning (ML) is increasingly employed recently for mechanistic problems, the black-box nature of conventional ML architectures lacks the physical knowledge to inf…