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Model reduction: past, present and future

Guest Editors:
David Néron: Université Paris-Saclay, France
Chinesta Francisco: École nationale supérieure d'Arts et Métiers, France
Pierre Ladevèze: Ecole normale supérieure de Cachan, France

Submission Status: Open   |   Submission Deadline: 31 December 2023

Advanced Modeling and Simulation in Engineering Sciences is calling for submissions to our Collection on Model reduction: past, present and future. Model Order Reduction methods in Computational Mechanics have reached such a degree of maturity that they are becoming indispensable tools in many engineering applications such as simulation or hybrid twins. The reduction in complexity they allow constitutes a considerable advance in many engineering problems that remained practically unsolvable despite the impressive progress in numerical simulation techniques. Unfortunately, their integration into engineering calculation tools is not easy and is thus a current issue. Of course, pushing back the limits of these methods is also an important issue today. What marks the current period and the future is the impact of data science and machine learning methods, which require a thorough re-examination of the issue of complexity reduction. This collection aims to bring together papers that answer all these issues and, more generally, push the limits of the current understanding of Model Order Reduction Methods in Engineering and Mathematics.

Submission Guidelines

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This Collection welcomes submission of Research Articles. 

Before submitting your manuscript, please ensure you have read our submission guidelines. Articles for this Collection should be submitted via our submission system. During the submission process, under the section additional information, you will be asked whether you are submitting to a Collection, please select "Model reduction: past, present and future" from the dropdown menu.

Articles will undergo the journal’s standard peer-review process and are subject to all of the journal’s standard policies. Articles will be added to the Collection as they are published.

The Guest Editors have no competing interests with the submissions which they handle through the peer review process. The peer review of any submissions for which the Guest Editors have competing interests is handled by another Editorial Board Member who has no competing interests.

There are currently no articles in this collection.