research
∙
07/28/2023
Seeking the Yield Barrier: High-Dimensional SRAM Evaluation Through Optimal Manifold
Being able to efficiently obtain an accurate estimate of the failure pro...
share
research
∙
06/12/2023
Differentiable Multi-Fidelity Fusion: Efficient Learning of Physics Simulations with Neural Architecture Search and Transfer Learning
With rapid progress in deep learning, neural networks have been widely u...
research
∙
01/13/2023
GAR: Generalized Autoregression for Multi-Fidelity Fusion
In many scientific research and engineering applications where repeated ...
research
∙
12/05/2022
High-Dimensional Yield Estimation using Shrinkage Deep Features and Maximization of Integral Entropy Reduction
Despite the fast advances in high-sigma yield analysis with the help of ...
research
∙
12/03/2022
Battery Degradation Long-term Forecast Using Gaussian Process Dynamical Models and Knowledge Transfer
Batteries plays an essential role in modern energy ecosystem and are wid...
research
∙
07/31/2021
BoA-PTA, A Bayesian Optimization Accelerated Error-Free SPICE Solver
One of the greatest challenges in IC design is the repeated executions o...
research
∙
04/08/2021