Gaussian process regression models for the properties of micro-tearing modes in spherical tokamaks
Spherical tokamaks have many desirable features that make them an attractive choice for a
future fusion power plant. Power-plant viability is intrinsically related to plasma heat and …
future fusion power plant. Power-plant viability is intrinsically related to plasma heat and …
Surrogate model of turbulent transport in fusion plasmas using machine learning
H Li, L Wang, YL Fu, ZX Wang, TB Wang, JQ Li - Nuclear Fusion, 2024 - iopscience.iop.org
The advent of machine learning (ML) has revolutionized the research of plasma
confinement, offering new avenues for exploration. It enables the construction of models that …
confinement, offering new avenues for exploration. It enables the construction of models that …
[HTML][HTML] Theoretical and global simulation analysis of collisional microtearing modes
Microtearing modes (MTMs) are suggested as a candidate for anomalous thermal transport
in tokamak H-mode discharges. This study investigates MTMs in tokamak plasmas …
in tokamak H-mode discharges. This study investigates MTMs in tokamak plasmas …