Machine learning in fusion reactors
Abstract:
A method of controlling a plasma in a nuclear fusion reactor. The nuclear fusion reactor comprises sensors and plasma control inputs. An initial control model is provided, relating readings of at least a subset of the sensors to control of the plasma control inputs. A control loop is performed, comprising:



operating the plasma control inputs in dependence upon the sensors according to the control model;
determining correlations between readings of each of the sensors, and/or between readings of the sensors and states of the plasma control inputs; and
adjusting the control model based on the determined correlations.
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