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What is Local ELM for Solving PDEs Efficiently about?

The document presents a novel method combining local extreme learning machines (locELM) and domain decomposition for solving linear and nonlinear partial differential equations (PDEs). This approach utilizes shallow feed-forward neural networks on sub-domains, imposing continuity conditions and employing a least squares training method, resulting in superior computational performance compared to traditional methods and existing deep learning techniques. Extensive numerical experiments demonstrate the method

Author

anotherneworleanswings

Language

EN