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

著者

• Haller, George

書誌事項

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

注記

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.

収録内容

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

詳細情報

• NII書誌ID(NCID): BD13806260
• ISBN:
  • 9781611978346
• LCCN: 2025005987
• 出版国コード: us
• タイトル言語コード: eng
• 本文言語コード: eng
• 出版地: Philadelphia
• ページ数/冊数: xi, 158 pages
• 大きさ: 27 cm
• 分類:
  • LCC : QC20.7.S64
  • DC23 : 515/.7222
• 件名:
  • LCSH : Spectral theory (Mathematics)
  • LCSH : Submanifolds
  • LCSH : Differential equations, Nonlinear
  • LCSH : Dimensional analysis
  • LCSH : Nonlinear systems
• 親書誌ID:
  • BA76035287