Application of machine learning and artificial intelligence to extend EFIT equilibrium reconstruction
LL Lao, S Kruger, C Akçay… - Plasma Physics and …, 2022 - iopscience.iop.org
Recent progress in the application of machine learning (ML)/artificial intelligence (AI)
algorithms to improve the Equilibrium Fitting (EFIT) code equilibrium reconstruction for …
algorithms to improve the Equilibrium Fitting (EFIT) code equilibrium reconstruction for …
A semi-supervised machine learning detector for physics events in tokamak discharges
Databases of physics events have been used in various fusion research applications,
including the development of scaling laws and disruption avoidance algorithms, yet they can …
including the development of scaling laws and disruption avoidance algorithms, yet they can …
A data integration tool for the integrated modeling and analysis for east
L **aojuan, Z Yu - Fusion Engineering and Design, 2023 - Elsevier
A large amount of heterogeneous data is generated during the experiments, operations, and
simulations of the Experimental Advanced Superconducting Tokamak (EAST). The semantic …
simulations of the Experimental Advanced Superconducting Tokamak (EAST). The semantic …
First measurements of optical emission spectroscopy on SPIDER negative ion source
Optical Emission Spectroscopy (OES) on the SPIDER negative ion source has been
collecting data since the beginning of operation in Summer 2018. The first few months were …
collecting data since the beginning of operation in Summer 2018. The first few months were …
MEPhIST-0 integrated control and data acquisition system
N Efimov, F Podolyako, A Prishvitsyn, S Krat - Fusion Engineering and …, 2023 - Elsevier
The growing fusion research industry faces an extensive need for specialists with practical
skills. However, the high complexity of the relevant experiments makes it difficult to maintain …
skills. However, the high complexity of the relevant experiments makes it difficult to maintain …
A new remote web-based MDSplus data visualization system for EAST
ZQ Zhang, F Wang, BJ **ao, J Ma, F Yang - Fusion Engineering and …, 2023 - Elsevier
WebScope has been widely used in the Experimental Advanced Superconducting Tokamak
(EAST) experiment for many years. The choice of the Java applet technology for its …
(EAST) experiment for many years. The choice of the Java applet technology for its …
Plasma-MDS, a metadata schema for plasma science with examples from plasma technology
A metadata schema, named Plasma-MDS, is introduced to support research data
management in plasma science. Plasma-MDS is suitable to facilitate the publication of …
management in plasma science. Plasma-MDS is suitable to facilitate the publication of …
Accelerating discoveries at DIII-D with the Integrated Research Infrastructure
DIII-D research is being accelerated by leveraging high performance computing (HPC) and
data resources available through the National Energy Research Scientific Computing …
data resources available through the National Energy Research Scientific Computing …
[HTML][HTML] The development of gyrotron data management system for ECRH system based on InfluxDB
H Chang, Z Wu, H Hu, X Wang, F Liu - Nuclear Engineering and …, 2025 - Elsevier
Abstract The Electron Cyclotron Resonance Heating (ECRH) system is a critical method for
heating in magnetic confinement nuclear fusion, with the gyrotron as its core component …
heating in magnetic confinement nuclear fusion, with the gyrotron as its core component …
How the Exascale Computing Project and Private Magnetic Fusion Research Stimulated Each Other
We provide a brief summary and comments on how we utilized the Exascale Computing
Project (ECP) supercomputing resources for the development of the frontal research of …
Project (ECP) supercomputing resources for the development of the frontal research of …