Quantifying uncertainty and performing sensitivity analysis in real-world, large-scale numerical simulations is virtually impossible with standard methods. We show that our recently developed sensitivity-driven sparse grid interpolation methods enables these two important tasks at scale.

We proposed to use an optoelectronic oscillator to solve combinatorial optimization problems. This new machine can achieve computation acceleration by utilizing the convergence property of the physical system.

Authored by Lovreglio R, Zhao X, Xu Y, Nilsson D, Kuligowski E, Cova T, Yan X

This work proposes a protection design using a Graphene/Silicon Schottky diode as the protective device, which helps to improve the endurance for unwanted fluctuations in operating voltage of 2D heterostructure-based devices.