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Events Archive

Barks, Bubbles and Brownies

Location: CSML Lounge
Tags: Dogs

Disruption Prediction in Tokamak Fusion Reactors via Deep Learning at Scale

The prediction and avoidance of large-scale plasma instabilities called “disruptions” is a crucial step towards successful power generation from magnetic confinement fusion in tokamaks.

Location: CSML Classroom 103, 26 Prospect Ave.

Machine Learning and the Physical World

Machine learning is a data driven endeavor, but real world systems are physical and mechanistic. In this talk we will review approaches to integrating machine learning with real world systems. Our focus will be on emulation (otherwise known as surrogate modeling).

Location: Julius Romo Rabinowitz 399