EPJ E Topical Issue: Quantitative AI in Complex Fluids and Complex Flows: Challenges and Benchmarks

Details

Published on 20 April 2022

Guest Editors: Luca Biferale, Michele Buzzicotti and Massimo Cencini.

Submissions are invited for a Topical Issue of EPJ E on “Quantitative AI in Complex Fluids and Complex Flows: Challenges and Benchmarks".

The Collection deals with- open problems, challenges, and benchmarks for data-driven/equations-informed tools for data assimilation, predictability, (sub-grid-scale) modeling, inpainting, classification, and (optimal) control of Eulerian and Lagrangian problems in complex flows.
The aim is to move from proofs-of-concept to quantitative benchmarks and grand challenges also concerning scaling of the algorithms and complexity of the datasets.
Papers about interpretability, supremacy and usability when applied to realistic fluid dynamics problems in engineering, geophysics, biophysics and other fields would also be welcome.

Topics to be covered include but are not limited to:

• Modeling and controlling complex flows with data-driven methods
• Prediction and data-assimilation of multiscale flows
• Reconstruction, super-resolution of fluid flows with data-driven and physics-informed tools
• Optimization of navigation and other tasks in complex flows
• Animal behavior in flows

Original research papers, Reviews, and Colloquium-type articles focusing on the latest experimental, theoretical or computational advancements on the above listed topics are welcome. We invite contributors to communicate their intention to submit manuscripts for this Topical Issue to the Guest Editors as soon as possible. Please provide the tentative title of the paper and a short abstract. The full manuscripts should be submitted before the deadline directly to the EPJ E Editorial Office at https://www.editorialmanager.com/epje/.

Submissions should be clearly identified as intended for the Topical Issue on “Quantitative AI in Complex Fluids and Complex Flows: Challenges and Benchmarks”. Papers will be published continuously and will appear as soon as accepted on the journal website. The electronic version of the Topical Issue will contain all accepted papers in the order of publication. All submitted papers will be refereed according to the usual high standards of the journal. More information about EPJ E, including instructions for authors is available here.

Guest Editors of the Special issue:

Luca Biferale, Department of Physics, University of Rome, Tor Vergata, Via della Ricerca Scientifica 1, 00133, Roma, Italy – This email address is being protected from spambots. You need JavaScript enabled to view it.

Michele Buzzicotti, Department of Physics, University of Rome, Tor Vergata, Via della Ricerca Scientifica 1, 00133, Roma, Italy – This email address is being protected from spambots. You need JavaScript enabled to view it.

Massimo Cencini, ISC-CNR, Istituto dei Sistemi Complessi Via dei Taurini, 19 I-00185 Roma, This email address is being protected from spambots. You need JavaScript enabled to view it.

Open Access

EPJ E is a hybrid journal offering Open Access publication via the Open Choice programme and a growing number of Springer Compact “Publish and Read” arrangements which enable authors to publish OA at no direct cost (all costs are paid centrally).