Estimation of plasma parameter profiles and their derivatives from linear observations by using Gaussian processes

Non-parametric inference of impurity transport coefficients in the ASDEX Upgrade tokamak

(2022) T. Nishizawa et al.   NUCLEAR FUSION

Turbulent energy transfer into zonal flows from the weak to the strong flow shear regime in the stellarator TJ-K

(2021) T. Ullmann et al.   PHYSICS OF PLASMAS

Modeling the Multiwavelength Variability of Mrk 335 Using Gaussian Processes

(2021) Ryan-Rhys Griffiths et al.   ASTROPHYSICAL JOURNAL

Quantifying Experimental Edge Plasma Evolution Via Multidimensional Adaptive Gaussian Process Regression

(2021) Abhilash Mathews et al.   IEEE TRANSACTIONS ON PLASMA SCIENCE

Bayesian modelling of Thomson scattering and multichannel interferometer diagnostics using Gaussian processes

(2020) Sehyun Kwak et al.   NUCLEAR FUSION

Real-time control of the deposition location of ECRH in the LHD

(2020) T. Ii Tsujimura et al.   FUSION ENGINEERING AND DESIGN

Deep learning for Gaussian process soft x-ray tomography model selection in the ASDEX Upgrade tokamak

(2020) F. Matos et al.   REVIEW OF SCIENTIFIC INSTRUMENTS

Inferring time-dependent population growth rates in cell cultures undergoing adaptation

(2020) H. Jonathan G. Lindström et al.   BMC BIOINFORMATICS

A Learning Gaussian Process Approach for Maneuvering Target Tracking and Smoothing

(2020) Waqas Aftab et al.   IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS

Application of Gaussian process regression to plasma turbulent transport model validation via integrated modelling

(2019) A. Ho et al.   NUCLEAR FUSION

An overview of the EU breeding blanket design strategy as an integral part of the DEMO design effort

(2019) G. Federici et al.   FUSION ENGINEERING AND DESIGN

Particle transport of ECRH plasma in LHD

(2019) Yoshiaki Ohtani et al.   PLASMA PHYSICS AND CONTROLLED FUSION

Real-time control of electron cyclotron wave polarization in the LHD

(2018) T. Ii Tsujimura et al.   FUSION ENGINEERING AND DESIGN

Plasma boundary shape control and real-time equilibrium reconstruction on NSTX-U

(2018) M.D. Boyer et al.   NUCLEAR FUSION

Experimentally testing the dependence of momentum transport on second derivatives using Gaussian process regression

(2017) M.A. Chilenski et al.   NUCLEAR FUSION

Data-driven sensitivity inference for Thomson scattering electron density measurement systems

(2017) Keisuke Fujii et al.   REVIEW OF SCIENTIFIC INSTRUMENTS

Recent Progress of the LHD Thomson Scattering System

(2017) I. Yamada et al.   FUSION SCIENCE AND TECHNOLOGY

Inferring time derivatives including cell growth rates using Gaussian processes

(2016) Peter S. Swain et al.   Nature Communications

Integrated Data Analysis of Profile Diagnostics at ASDEX Upgrade

(2016) R. Fischer et al.   FUSION SCIENCE AND TECHNOLOGY

Improved profile fitting and quantification of uncertainty in experimental measurements of impurity transport coefficients using Gaussian process regression

(2015) M.A. Chilenski et al.   NUCLEAR FUSION

Interferometer Systems on LHD

(2015) T. Akiyama et al.   FUSION SCIENCE AND TECHNOLOGY

Observation of theL−HConfinement Bifurcation Triggered by a Turbulence-Driven Shear Flow in a Tokamak Plasma

(2014) Z. Yan et al.   PHYSICAL REVIEW LETTERS

Bayesian soft X-ray tomography using non-stationary Gaussian Processes

(2013) Dong Li et al.   REVIEW OF SCIENTIFIC INSTRUMENTS

The ITER Thomson scattering core LIDAR diagnostic

(2012) G A Naylor et al.   Journal of Instrumentation

Bayesian inference in physics

(2011) Udo von Toussaint   REVIEWS OF MODERN PHYSICS

Neutronics design analyses of fusion power reactors based on a novel integral approach

(2009) U. Fischer et al.   FUSION ENGINEERING AND DESIGN