Application of Artificial Intelligence to Computational Fluid Dynamics Problems
A special issue of Mathematics (ISSN 2227-7390). This special issue belongs to the section "Engineering Mathematics".
Deadline for manuscript submissions: 31 March 2025 | Viewed by 19
Special Issue Editors
Interests: computational fluid dynamics; turbulence; shock-waves; multi-component mixing; machine learning; micro-scale flows
Interests: computational fluid dynamics; turbulence; shock-waves; multi-component mixing; micro- & nano-scale flows; machine learning; artificial intelligence
Special Issues, Collections and Topics in MDPI journals
Special Issue Information
Dear Colleagues,
Research on Artificial Intelligence (AI) algorithms and models has significantly increased in recent years. This has opened up new opportunities for fluid dynamics and its applications in science, engineering, and medicine. However, several challenges remain unresolved, including the use of large data and the associated computational costs and algorithmic uncertainty, particularly for sparse and noisy data. This Special Issue welcomes contributions that address the algorithmic, mathematical, and implementation challenges of Artificial Intelligence and Machine Learning in Fluid Dynamics.
Dr. Ioannis William Kokkinakis
Prof. Dr. Dimitris Drikakis
Guest Editors
Manuscript Submission Information
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Keywords
- computational fluid dynamics
- machine learning algorithms
- laminar, transitional and turbulent flows
- multi-scale flows
- multi-phase flows
- AI in fluid mechanics applications in science, technology and medicine
