Bala Rangaratnam

Senior Manager of Data Science Chevron

Main 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.

Download The Latest Agenda