Online tuning and light source control using a physics-informed Gaussian process Adi

4 November 2019

Papers citing "Online tuning and light source control using a physics-informed Gaussian process Adi"

4 / 4 papers shown

Title
Learning to Do or Learning While Doing: Reinforcement Learning and Bayesian Optimisation for Online Continuous Tuning Jan Kaiser Chenran Xu Annika Eichler Andrea Santamaria Garcia O. Stein ... H. Dinter F. Mayet T. Vinatier F. Burkart H. Schlarb OffRL 53 4 0 06 Jun 2023
Adaptive Machine Learning for Time-Varying Systems: Low Dimensional Latent Space Tuning A. Scheinker AI4CE 63 30 0 13 Jul 2021
Accurate and confident prediction of electron beam longitudinal properties using spectral virtual diagnostics A. Hanuka C. Emma T. Maxwell A. Fisher B. Jacobson M. Hogan Z. Huang 38 29 0 27 Sep 2020
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 79 72 0 03 Jun 2020