Modeling nonlinear dynamics from equations and data : with applications to solids, fluids, and controls

Author(s)

• Haller, George

Bibliographic Information

Modeling nonlinear dynamics from equations and data : with applications to solids, fluids, and controls

George Haller

（Computational science & engineering, 34）

Society for Industrial and Applied Mathematics, [2025]

• hardback

Note

Content Type: text (ncrcontent), Media Type: unmediated (ncrmedia), Carrier Type: volume (ncrcarrier)

Includes bibliographical references and index

Summary:"Introduces emerging area of reducing complex nonlinear differential equations to spectral submanifolds (SSMs) and illustrates the power of SSM reduction on large collection of applications"-- Provided by publisher.

Contents of Works

• SSMs in linear systems
• SSMs in nonlinear systems
• Equation-driven SSM reduction
• Data-driven SSM-reduction and linearization
• Applications of data-driven SSM reduction.

Details

• NCID: BD13806260
• ISBN:
  • 9781611978346
• LCCN: 2025005987
• Country Code: us
• Title Language Code: eng
• Text Language Code: eng
• Place of Publication: Philadelphia
• Pages/Volumes: xi, 158 pages
• Size: 27 cm
• Classification:
  • LCC : QC20.7.S64
  • DC23 : 515/.7222
• Subject Headings:
  • LCSH : Spectral theory (Mathematics)
  • LCSH : Submanifolds
  • LCSH : Differential equations, Nonlinear
  • LCSH : Dimensional analysis
  • LCSH : Nonlinear systems
• Parent Bibliography ID:
  • BA76035287