Physics-Informed Neural Networks for Device and Circuit Modeling: A Case Study of NeuroSPICE

Chien-Ting Tung, Chenming Hu

We present NeuroSPICE, a physics-informed neural network (PINN) framework for device and circuit simulation. Unlike conventional SPICE, which relies on time-discretized numerical s…