Unraveling the Design Pattern of Physics-Informed Neural Networks: Part 06

Bring causality to PINN training

Shuai Guo
Towards Data Science
9 min readJun 13, 2023

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Bring causality to physics-informed neura networks training
Photo by Delano Ramdas on Unsplash

Welcome to the 6th blog of this series, where we continue our exciting journey of exploring design patterns of physics-informed neural networks (PINN)🙌

In this episode, we will talk about bringing causality to the training of physics-informed neural nets. As…

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Data scientist, specialized in statistical modeling and uncertainty analysis for reliable system design.