Learning nonlinear operators via DeepONet based on the universal approximation theorem of operators
Por um escritor misterioso
Last updated 25 março 2025


PDF) Enhanced DeepONet for Modeling Partial Differential Operators Considering Multiple Input Functions

George Karniadakis - CatalyzeX

Learning nonlinear operators via DeepONet based on the universal approximation theorem of operators

Algorithms, Free Full-Text

Learning operators using deep neural networks for multiphysics, multiscale, & multifidelity problems

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VB-DeepONet: A Bayesian operator learning framework for uncertainty quantification - ScienceDirect

DeepONet: Learning nonlinear operators for identifying differential equations based on the universal approximation theorem of operators – arXiv Vanity

Algorithms, Free Full-Text

DeepONet: Learning nonlinear operators for identifying differential equations based on the universal approximation theorem of operators

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Simulating progressive intramural damage leading to aortic dissection using DeepONet: an operator–regression neural network

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Lecture Notes in Deep Learning: Known Operator Learning - Part 2 - Pattern Recognition Lab

Generalizing universal function approximators
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