xiaoyuxie-vico/Awesome-ML-PDE
Resources about Machine Learning for solving PDEs.
This repository provides a curated collection of research papers, blogs, and videos related to solving Partial Differential Equations (PDEs) using machine learning and deep learning techniques. It compiles existing work to help researchers and computational scientists understand and apply these advanced methods. You'll find resources on various models, from hierarchical deep learning networks to physics-informed neural networks.
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Use this if you are a researcher or computational scientist exploring how machine learning can accelerate or improve the solution of complex differential equations in your field.
Not ideal if you are looking for ready-to-use software or a tutorial for beginners in machine learning, as this is primarily a research paper collection.
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Jul 08, 2023
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