Physics-Guided Machine Learning: Putting AI to work in industry

Data science, artificial intelligence (AI), and machine learning can contribute significantly to the optimization of production operations. This is driving the future of hybrid machine learning, a blend of physics and AI analytics that which combines data science with traditional physics-based simulators to deliver added value. This paper explains how to use physical principles in feature engineering to improve machine learning outcomes.