Bayesian Optimization

“Preliminary machine learning-based calibration strategy for the ITER Tokamak Systems Monitor” - Fusion Engineering and Design
A machine-learning-based calibration strategy for the ITER Tokamak Systems Monitor, using Bayesian optimization and Gaussian-process regression to efficiently update finite-element models.
Oct 21, 2025 1 min read Publications
DOI Open access
“Preliminary machine learning-based calibration strategy for the ITER Tokamak Systems Monitor” - Fusion Engineering and Design
Preliminary machine learning-based calibration strategy for the ITER Tokamak Systems Monitor
A machine learning-based calibration strategy for the ITER Tokamak Systems Monitor (TSM) is presented, focusing on the optimization of …
Joris Paret, Daniel Iglesias, Hyogeon Bak, Matthew Clough, George Vayakis, Michael Walsh
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