On sparse regression, Lp-regularization, and automated model discovery

9 October 2023

Papers citing "On sparse regression, Lp-regularization, and automated model discovery"

6 / 6 papers shown

Title
Atrial constitutive neural networks Mathias Peirlinck K. Linka Ellen Kuhl 29 0 0 03 Apr 2025
Impilict Runge-Kutta based sparse identification of governing equations in biologically motivated systems Mehrdad Anvari Hamidreza Marasi Hossein Kheiri 52 0 0 27 Feb 2025
Automated Model Discovery for Tensional Homeostasis: Constitutive Machine Learning in Growth and Remodeling H. Holthusen T. Brepols K. Linka Ellen Kuhl 23 4 0 17 Oct 2024
Empowering Bayesian Neural Networks with Functional Priors through Anchored Ensembling for Mechanics Surrogate Modeling Applications Javad Ghorbanian Nicholas Casaprima Audrey Olivier 26 0 0 08 Sep 2024
Theory and implementation of inelastic Constitutive Artificial Neural Networks H. Holthusen L. Lamm T. Brepols Stefanie Reese Ellen Kuhl AI4CE 28 29 0 10 Nov 2023
Data-driven Tissue Mechanics with Polyconvex Neural Ordinary Differential Equations Vahidullah Tac F. Sahli Costabal A. B. Tepole AI4CE 25 69 0 03 Oct 2021