archive

A Book Of Problems In Ordinary Differential Equations

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IEEE

Unsupervised Legendre–Galerkin Neural Network for Solving Partial Differential Equations

Abstract: In recent years, machine learning methods have been used to solve partial differential equations (PDEs) and dynamical systems, leading to the development of a new research field called ...
IEEE

Federated Scientific Machine Learning for Approximating Functions and Solving Differential Equations With Data Heterogeneity

Abstract: By leveraging neural networks, the emerging field of scientific machine learning (SciML) offers novel approaches to address complex problems governed by partial differential equations (PDEs) ...