These are the primary codes for the forthcoming research titled "Enhancing Machine Learning Training for Gain Coefficient Estimation in Optical Fiber Amplifiers using Bayesian Optimization," which ...

Abstract: Microwave device design increasingly relies on surrogate modeling to accelerate optimization and reduce costly electromagnetic (EM) simulations. This article presents a spectral Bayesian ...

1 Department of Mechanical and Process Engineering (D-MAVT), Eidgenössische Technische Hochschule (ETH) Zürich, Zürich, Switzerland 2 CREATE Lab, École Polytechnique Fédérale de Lausanne (EPFL), ...

Practical Bayesian Optimization of Machine Learning Algorithms This repository provides an implementation of the Bayesian optimization methods described in the paper "Practical Bayesian Optimization ...

Abstract: In this paper, we present a novel multi-objective Bayesian optimization approach for tactile feedback transmission and reconstruction in the NFV-based tactile Internet (NFV-based TI). For ...

1 State Key Laboratory of Geohazard Prevention and Geoenvironment Protection, Chengdu University of Technology, Chengdu, China 2 State Key Laboratory of Mountain Bridge and Tunnel Engineering, ...