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Plasma Physics Seminar - Rui Huang; University of Iowa
Oct 21, 2024
03:30 PM - 04:30 PM
30 North Dubuque Street, Iowa City, IA 52242
When AI Feynman Meets Plasma Turbulence
Rui Huang; University of Iowa
This seminar will address two key questions: 1) What do we mean by "plasma turbulence", and what exactly are we studying? 2) How can we incorporate scientific knowledge into machine learning algorithms to make them more interpretable? In particular, the idea of symbolic regression, i.e. extracting analytical expressions from data, will be introduced. An example of applying a symbolic regression algorithm, AI Feynman, to the plasma turbulence problem of predicting the ion-to-electron turbulent heating ratio, will also be demonstrated.
To participate in this seminar remotely via Zoom, go to https://uiowa.zoom.us/j/98350838222
Individuals with disabilities are encouraged to attend all University of Iowa–sponsored events. If you are a person with a disability who requires a reasonable accommodation in order to participate in this program, please contact in advance at