GitHub

bayesian-experimental-design

In this work, we develop a new framework for designing experiments that are robust to model misspecification through generalised Bayesian inference. This repository contains the files needed to ...
The New York Times

$40 Million Yacht That Mysteriously Sank Is Raised From Bottom of Sea

Investigators are hoping to find clues as to why the Bayesian superyacht sank off the coast of Sicily 10 months ago, killing seven people. By Emma Bubola and Jeffrey Gettleman The hull of the Bayesian ...
IEEE

Space-Filling Latin Hypercube Design for Efficient Bayesian Optimization With Application to Semiconductor Development

Abstract: In this study, we present an initial experimental design for Bayesian optimization (BO) applied to the semiconductor process development. For efficient BO, it can be effective to draw ...
Scientific Research Publishing

Zhang, J., Zeng, L., Chen, C., Chen, D. and Wu, L. (2015) Efficient Bayesian Experimental Design for Contaminant Source Identification. Water Resources Research, 51, 576-598.

ABSTRACT: Soil-water characteristic curve (SWCC) is significant to estimate the site-specific unsaturated soil properties (such as unsaturated shear strength and coefficient of permeability) for ...
Scientific Research Publishing

Experimental Design of Measuring Soil-Water Characteristic Curve of Unsaturated Soil Using Bayesian Approach ()

Key Laboratory of Geotechnical Mechanics and Engineering of the Ministry of Water Resources, Yangtze River Scientific Research Institute, Wuhan, China. Soil-water characteristic curve (SWCC) is ...
C&EN

2024 Energy and Fuels Rising Stars

Deng, Sili Fast QoI-Oriented Bayesian Experimental Design with Unified Neural Response Surfaces for Kinetic Uncertainty Reduction (Article) 10.1021/acs.energyfuels.4c02299 Dusselier, Michiel The One ...