Data Science in Engineering, Volume 9: Proceedings of the 40th IMAC, A Conference and Exposition on Structural Dynamics 2022 (Conference Proceedings of the Society for Experimental Mechanics Series) - Softcover

Softcover

ISBN 10: 3031041240 ISBN 13: 9783031041242

Publisher: Springer, 2023

Synopsis

Data Science in Engineering, Volume 9:  Proceedings of the 40^th IMAC, A Conference and Exposition on Structural Dynamics, 2022, the nineth volume of nine from the Conference brings together contributions to this important area of research and engineering.  The collection presents early findings and case studies on fundamental and applied aspects of Data Science in Engineering, including papers on:

• Novel Data-driven Analysis Methods
• Deep Learning Gaussian Process Analysis
• Real-time Video-based Analysis
• Applications to Nonlinear Dynamics and Damage Detection
• High-rate Structural Monitoring and Prognostics

About this title

About the Author

Ramin Madarshahian, Company: Kount, an Equifax company, ID, USA;  Francois Hemez, Lawrence Livermore National Laboratory, Livermore, CA, USA

From the Back Cover

Data Science in Engineering, Volume 9:  Proceedings of the 40^th IMAC, A Conference and Exposition on Structural Dynamics, 2022, the nineth volume of nine from the Conference brings together contributions to this important area of research and engineering.  The collection presents early findings and case studies on fundamental and applied aspects of Data Science in Engineering, including papers on:

• Novel Data-driven Analysis Methods
• Deep Learning Gaussian Process Analysis
• Real-time Video-based Analysis
• Applications to Nonlinear Dynamics and Damage Detection
• High-rate Structural Monitoring and Prognostics

Edition details

• Publisher: Springer
• Publication date: 2023
• Language: English
• ISBN 10: 3031041240
• ISBN 13: 9783031041242
• Binding: Paperback
• Edition number: 1
• Number of pages: 164
• Editor: Madarshahian Ramin, Hemez Francois