Abstract: This paper introduces a cross-process Bayesian multi-objective collaborative optimization framework to address challenges in semiconductor technology migration. We leverage transfer learning ...

Abstract: Design space exploration (DSE) can automatically and effectively determine design parameters to achieve the optimal performance, power and area (PPA) in very large-scale integration (VLSI) ...

(Nanowerk News) Northwestern University researchers have developed a new computational approach to accelerate the design of materials exhibiting metal-insulator transitions (MIT), a rare class of ...

A new approach combines statistical inference, optimization theory, and computational materials physics to design new materials without large amounts of existing data. Northwestern University ...