Deep Learning for Fluid Flow Prediction in the Cloud

UberCloud project #211 on Deep Learning for Fluid Flow Prediction in the Advania Cloud has been performed solely for educational purposes, for our wider engineering community.

CFD is demanding both in terms of computing power and simulation time. Artificial Neural Networks (ANN) can learn complex dependencies between high-dimensional variables. In this UberCloud case study, the goal of the approach is to apply an ANN to solve fluid flow problems to significantly decrease time-to-solution while preserving much of the accuracy of a traditional CFD solver.

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