hybrid ai approach
A Hybrid AI Approach to Optimizing Oil Field Planning
What's the best way to arrange wells in an oil or gas field? It's a simple enough question, but the answer can be very complex. Now a Cal Tech/JPL spinoff is developing a new approach that blends traditional HPC simulation with deep reinforcement learning running on GPUs to optimize energy extraction. The well placement game is a familiar one to oil and gas companies. For years, they have been using simulators running atop HPC systems to model underground reservoirs.
ECR 2021: A Hybrid AI Approach to Predicting COVID-19 Severity
A hybrid artificial intelligence (AI) approach that combines both machine (ML) and deep learning (DL) can predict the severity of a patient's case of …