Shanwu Li
Scholar

Shanwu Li

Google Scholar ID: 2OVYf5AAAAAJ
Harbin Institute of Technology
AI for Science & EngineeringBridge Wind EngineeringNonlinear DynamicsMachine Learning
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Citations & Impact
All-time
Citations
655
 
H-index
11
 
i10-index
12
 
Publications
20
 
Co-authors
6
list available
Contact
No contact links provided.
Publications
2 items
Data-driven Nonlinear Modal Analysis with Physics-constrained Deep Learning: Numerical and Experimental Study
2025
Cited
0
Data-driven identification of nonlinear dynamical systems with LSTM autoencoders and Normalizing Flows
2025
Cited
0
Resume (English only)
Academic Achievements
  • 33 publications
  • 8,328 total reads and 598 citations
  • Notable works include: 'Physics-constrained normalizing flow for identification and modeling of vortex-induced vibration in stay cables' (2025)
  • 'Establishment of a three-dimensional multi-modal implicit time-domain method and its application in nonlinear flutter analysis' (2025)
  • 'A super-sensitivity incoherent optical method with time-delay embedding for pixel-limited dynamic displacement measurements' (2025)
  • 'Data-driven Nonlinear Modal Analysis with Physics-constrained Deep Learning: Numerical and Experimental Study' (2025, preprint)
  • 'Data-driven identification of nonlinear dynamical systems with LSTM autoencoders and Normalizing Flows' (2025, preprint)
Co-authors
6 total
Yongchao Yang
Yongchao Yang
Eastern Institute of Technology, Ningbo
Co-author 2
Co-author 2
Hui Li
Hui Li
Harbin Institute of Technology
Steven L. Brunton
Steven L. Brunton
Professor, University of Washington
J. Nathan Kutz
J. Nathan Kutz
Professor of Applied Mathematics & Electrical and Computer Engineering
Co-author 6
Co-author 6