Machine-learning assisted steady-state profile predictions using global optimization techniques
Author:
Affiliation:
1. Naka Fusion Institute, National Institutes for Quantum and Radiological Science and Technology, Naka, Ibaraki 311-0193, Japan
Funder
Japan Society for the Promotion of Science
Publisher
AIP Publishing
Subject
Condensed Matter Physics
Link
http://aip.scitation.org/doi/pdf/10.1063/1.5117846
Reference44 articles.
1. Validation studies of gyrofluid and gyrokinetic predictions of transport and turbulence stiffness using the DIII-D tokamak
2. Gyro-Landau fluid equations for trapped and passing particles
3. A theory-based transport model with comprehensive physics
4. A new gyrokinetic quasilinear transport model applied to particle transport in tokamak plasmas
5. Physics basis of Multi-Mode anomalous transport module
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