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most citedDeploying Large AI Models on Resource-Limited Devices with Split Federated Learning

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math.NA2025

What Can One Expect When Solving PDEs Using Shallow Neural Networks?

Roy Y. He, Ying Liang, Hongkai Zhao +1

We use elliptic partial differential equations (PDEs) as examples to show various properties and behaviors when shallow neural networks (SNNs) are used to represent the solutions.…