Data Science in Engineering, Volume 10: Proceedings of the 41st IMAC, A Conference and Exposition on Structural Dynamics 2023 (Conference Proceedings of the Society for Experimental Mechanics Series) - Softcover

Softcover

ISBN 10: 3031349482 ISBN 13: 9783031349485

Publisher: Springer, 2025

Synopsis

Data Science in Engineering, Volume 10: Proceedings of the 41st IMAC, A Conference and Exposition on Structural Dynamics, 2023, the tenth volume of ten 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, Boise, ID, USA ;

Francois Hemez–Lawrence Livermore National Laboratory, Livermore, CA, USA

From the Back Cover

Data Science in Engineering, Volume 10: Proceedings of the 41st IMAC, A Conference and Exposition on Structural Dynamics, 2023, the tenth volume of ten 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: 2025
• Language: English
• ISBN 10: 3031349482
• ISBN 13: 9783031349485
• Binding: Paperback
• Number of pages: 196
• Editor: Madarshahian Ramin, Hemez François