Deep Learning vs Physics-Informed Neural Networks (PINNs): Revolutionizing VLSI Design

The field of Very Large Scale Integration (VLSI) is rapidly evolving with the incorporation of advanced machine learning methods. Among these, Deep Learning (DL) and Physics-Informed Neural Networks (PINNs) have emerged as powerful tools that are tra...