Deep learning modeling that incorporates physical knowledge is currently a hot topic, and a number of excellent techniques have emerged. The most well-known one is the physics-informed neural networks ...

Silicon on insulator technology requires precise control of buried oxide layers and the associated heat transfer across interfaces. Current approaches struggle to predict oxygen distribution and layer ...