Neural Operator: Is data all you need to model the world? An insight into the impact of Physics Informed Machine Learning

no code implementations • 30 Jan 2023 • Hrishikesh Viswanath, Md Ashiqur Rahman, Abhijeet Vyas, Andrey Shor, Beatriz Medeiros, Stephanie Hernandez, Suhas Eswarappa Prameela, Aniket Bera

This article aims to provide a comprehensive insight into how data-driven approaches can complement conventional techniques to solve engineering and physics problems, while also noting some of the major pitfalls of machine learning-based approaches.

Operator learning Physics-informed machine learning