2 papers
cs.AI2025
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…
cond-mat.mes-hall2025
SEMIDV: A Compact Semiconductor Device Simulator with Quantum Effects
Chien-Ting Tung
In this paper, I present SEMIDV - a compact semiconductor device simulator incorporating quantum effects. SEMIDV solves the Poisson-Drift-Diffusion equations for semiconductor devi…