2 results about "Physics based" patented technology

Techniques for detecting, forecasting, and reducing or avoiding disruptions in fusion devices are described. Data corresponding to operation of a fusion device may be received. Based on the data and one or more physics-based models, an occurrence of an event and a criticality level of the event may be determined. Based on criticality level of the event, whether a disruption of plasm will occur may be determined. An indication identifying the event and whether the disruption of plasma in the fusion device will occur may be output to a computing device associated with a user. In some embodiments, based, at least in part, on the criticality level of the first event, a control system associated with the fusion device may be instructed to perform one or more actions.

A method for creating a physics based analytical model. The method may include, identifying a fundamental physics law and interaction for modeling, creating a forward modeling computational tool from the fundamental physics law and interaction, and inputting synthetic data into the forward modeling computational tool. The method may further include creating a symbolic regression from forward modeling computational tool using the synthetic data, creating a model or formula based at least in part on the symbolic regression, and calibrating the model or formula to form a physics based analytical model.