Active learning-assisted neutron spectroscopy with log-Gaussian processes

2 September 2022

Papers citing "Active learning-assisted neutron spectroscopy with log-Gaussian processes"

4 / 4 papers shown

Title
Autonomous synthesis of metastable materials Sebastian Ament M. Amsler Duncan R. Sutherland Ming-Chiang Chang D. Guevarra Aine B. Connolly J. Gregoire Michael O Thompson Carla P. Gomes R. B. Dover 47 37 0 19 Jan 2021
Autonomous Materials Discovery Driven by Gaussian Process Regression with Inhomogeneous Measurement Noise and Anisotropic Kernels M. Noack G. Doerk Ruipeng Li Jason K. Streit R. Vaia Kevin Yager M. Fukuto 42 71 0 03 Jun 2020
Explainable Machine Learning for Scientific Insights and Discoveries R. Roscher B. Bohn Marco F. Duarte Jochen Garcke XAI 61 667 0 21 May 2019
Non-Stationary Gaussian Process Regression with Hamiltonian Monte Carlo Markus Heinonen Henrik Mannerstrom Juho Rousu Samuel Kaski Harri Lähdesmäki 50 103 0 18 Aug 2015