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  • According to Max Haughton, the calculation of gradients is a way to understand the universe. For the entire history of computing, ...
  • A presentation on back-propagation and automatic differentiation, and demonstration of how this method is used for calibration in ...
  • In Fall 2020 and Spring 2021, this was MIT's 18.337J/6.338J: Parallel Computing and Scientific Machine Learning course.
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Deep learning has led to encouraging successes in many challenging tasks. However, a deep neural model lacks interpretability ... This talk was presented as part of JuliaCon 2021. Abstract: Deep learning has grown steadily and there has been rising interest ... Derivatives are at the heart of scientific Behind Every Great Deep Learning Framework Is An Even Greater

e-Seminar on Scientific Machine Learning Speaker: Dr. Jan Drgona (PNNL) Abstract: In this talk, we will present a

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