Abstract: Duringthe design of electrical machines, multiple performance objectives need to be considered. Although stochastic optimization algorithms are extensively employed for this purpose, a ...

Abstract: In hardware accelerator design, software-hardware co-optimization requires intricate trade-offs and tight integration between software algorithms and hardware design to optimize performance, ...

def problem(x): transl = 1/ np.sqrt(2) part1 = (x[0] - transl)**2 + (x[1] - transl)**2 part2 = (x[0] + transl)**2 + (x[1] + transl)**2 f1 = 1 - np.exp(-part1) f2 = 1 ...

This Unity asset provides an end-to-end, Human-in-the-Loop (HITL) Bayesian Optimization workflow (single- and multi-objective) built on botorch.org. It lets you declare design parameters and ...

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