The Leading Event Dedicated to Leveraging AI to Power Intelligent Operations and Maximize Asset Performance
Bala Rangaratnam
Senior Manager of Data Science ChevronMain Conference Day 1 - February 24, 2025
1:30 PM Case Study: Bayesian and Scientific ML can simplify Digital Twin Development for Asset Operations
- We outline Bayesian & Scientific ML methods for high-fidelity models in data-scarce scenarios
- Highlight differences with traditional machine learning models and neural networks by effectively quantifying uncertainty and incorporating physics and engineering knowledge
- Discuss Application of methods to use cases in energy
- Challenges in implementation and scaling across diverse assets
Check out the incredible speaker line-up to see who will be joining Bala.
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