Physics and machine learning

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How can we use machine learning to infer physical properties of a system and how can physical properties be built into DNNs? What are the challenges for industrial application of DNNs? We will discuss the concepts of hybrid models and the importance of domain knowledge when implementing DNNs.

The lecture will be held by Signe Moe and Signe Riemer-Sørensen, Sintef