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5 articles related to "Surrogate Modeling"

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Articles

Methods

Published on 23 Oct 2020

A Surrogate Modeling Approach for the Development of Biorefineries

in Computational Methods in Chemical Engineering

Aikaterini D. Mountraki
Bouchra Benjelloun-Mlayah
Antonis C. Kokossis

Frontiers in Chemical Engineering

doi 10.3389/fceng.2020.568196

5,169 views
7 citations

Perspective

Published on 06 Mar 2023

Surrogate modeling for the climate sciences dynamics with machine learning and data assimilation

in Dynamical Systems

Marc Bocquet

Frontiers in Applied Mathematics and Statistics

doi 10.3389/fams.2023.1133226

14,026 views
36 citations

Original Research

Published on 29 Apr 2026

Optimizing design and performance analysis of prestress-impact synergistic plastic forming equipment based on Gaussian process regression surrogate modeling

in Structural Materials

Shiyun Hu
Yang Yang
Qipeng Zhang

Frontiers in Materials

doi 10.3389/fmats.2026.1794762

347 views

Original Research

Published on 16 Apr 2024

Efficient design of sandwich panels with cellular truss cores and large phononic band gaps using surrogate modeling and global optimization

in Vibration Systems

Viviana Meruane
Ignacio Puiggros
Ruben Fernandez
Rafael O. Ruiz

Frontiers in Mechanical Engineering

doi 10.3389/fmech.2024.1329345

2,605 views
5 citations

Methods

Published on 23 Dec 2022

SMoRe ParS: A novel methodology for bridging modeling modalities and experimental data applied to 3D vascular tumor growth

in Biological Modeling and Simulation

Harsh Vardhan Jain
Kerri-Ann Norton
Bernardo Bianco Prado
Trachette L. Jackson

Frontiers in Molecular Biosciences

doi 10.3389/fmolb.2022.1056461

3,846 views
16 citations