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Physics-Informed Neural Networks Overview by luciete.bezerra is a document available to read on EtoBox.
What is Physics-Informed Neural Networks Overview about?
This chapter discusses physics-informed neural networks (PINNs), which integrate physical equations into their loss functions to enhance prediction accuracy in data-scarce environments. It highlights the architecture, principles, and applications of PINNs, particularly in complex mechatronic systems, and introduces multiphysics-informed neural networks (MPINNs) as an advancement. The chapter also addresses challenges faced by PINNs and presents strategies to improve their performance across various scientif
- Author
- luciete.bezerra
- Language
- EN