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GTC ON-DEMAND

Consumer Engagement & Personalization
Presentation
Media
Industrial AI: Probabilistic Physics-infused Deep Learning Applications
Abstract:

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.

 
Topics:
Consumer Engagement & Personalization, AI & Deep Learning Research, Advanced AI Learning Techniques
Type:
Talk
Event:
GTC Silicon Valley
Year:
2019
Session ID:
S9744
Streaming:
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