FlowSim: An Invertible Generative Network for Efficient Statistical Analysis under Process Variations

Device Image-IV Mapping using Variational Autoencoder for Inverse Design and Forward Prediction

A Novel Machine-Learning Based Mode Space Method for Efficient Device Simulations

Fully Convolutional Generative Machine Learning Method for Accelerating Non-Equilibrium Green’s Function Simulations

Statistical Modeling of Metal-Oxide RRAM SET/RESET Behavior Using Deep Neural Networks