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Deep learning for physical processes: incorporating prior scientific knowledge
We consider the use of deep learning methods for modeling complex phenomena like those occurring in natural physical processes. With the large amount of data gathered on these phenomena the data intensive paradigm could begin to challenge more traditional approaches elaborated over the years in fields like maths or physics. …