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Data driven analysis and modeling of turbulent flows / edited by Karthik Duraisamy.
- Format:
- Book
- Series:
- Computation and analysis of turbulent flows.
- Computation and analysis of turbulent flows
- Language:
- English
- Subjects (All):
- Turbulence--Data processing.
- Turbulence.
- Turbulence--Mathematical models.
- Physical Description:
- 1 online resource (xii, 401 pages) : illustrations
- Place of Publication:
- London ; San Diego, CA : Academic Press, an imprint of Elsevier [2025]
- Contents:
- 1. Introduction to data-driven modeling
- 2. Modal Decomposition
- 3. Resolvent analysis for turbulent flows
- 4. Data assimilation and flow estimation
- 5. Data-driven control
- 6. Constitutive Modeling
- 7. Parameter estimation and uncertainty quantification
- 8. Machine Learning Augmented modeling
- 9. Symbolic regression methods.
- Notes:
- Includes bibliographical references and index.
- Electronic reproduction. Amsterdam Available via World Wide Web.
- Online resource; title from PDF title page (EBSCOhost, viewed June 24, 2025)
- Other Format:
- Print version: Data driven analysis and modeling of turbulent flows.
- ISBN:
- 0323950442
- 0323950434
- 9780323950435
- 9780323950442
- Publisher Number:
- 90103338898
- CIPO000195573
- Access Restriction:
- Restricted for use by site license.
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