GTC Silicon Valley-2019: Industrial AI: Probabilistic Physics-infused Deep Learning Applications
GTC Silicon Valley-2019 ID:S9744:Industrial AI: Probabilistic Physics-infused Deep Learning Applications
Mahadevan Balasubramaniam(BHGE Digital),Arun Subramaniyan(BHGE Digital)
We will highlight the power of hybrid probabilistic deep learning by discussing how this approach is used for building system-of-system models for large-scale systems such as refineries, power generation systems, and gas compression systems. We'll cover how GPUs accelerate all three applications, with a focus on a time series prediction model for predicting overall production in a large oil field with multiple changing parameters.