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On sparse regression, \(L_p\)-regularization, and automated model discovery - MaRDI portal

On sparse regression, \(L_p\)-regularization, and automated model discovery

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Publication:6592362

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DOI10.1002/nme.7481zbMath1546.74086MaRDI QIDQ6592362

Skyler R. St. Pierre, Ellen Kuhl, Jeremy A. McCulloch, Kevin Linka

Publication date: 26 August 2024

Published in: International Journal for Numerical Methods in Engineering (Search for Journal in Brave)

zbMATH Keywords

hyperelasticity constitutive modeling constitutive neural network sparse/symbolic regression

Mathematics Subject Classification ID

Artificial neural networks and deep learning (68T07) Nonlinear elasticity (74B20) Theory of constitutive functions in solid mechanics (74A20) Numerical and other methods in solid mechanics (74S99)

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