42nd IMAC, A Conference and Exposition on Structural Dynamics | www.gmachineinfo.com

会议文集

文集名	Data Science in Engineering, Vol.10
会议名	42nd IMAC, A Conference and Exposition on Structural Dynamics
中译名	《第四十二届国际模态分析会议：工程中的数据科学，卷10》
机构	Society for Experimental Mechanics (SEM)
会议日期	January 29 - February 1, 2024
会议地点	Orlando, FL, USA
出版年	2025
馆藏号	355056

题名	作者	出版年
Physics-Informed Machine Learning Part I: Different Strategies to Incorporate Physics into Engineering Problems	Eleonora Maria Tronci; Austin R. J. Downey; Azin Mehrjoo; Puja Chowdhury; Daniel Coble	2025
Statistical Evaluation of Machine Learning for Vibration Data	Samuel Myren; Nidhi Parikh; Garrison Flynn; Dave Higdon; Emily Casleton	2025
Quantifying the Value of Information Transfer in Population-Based SHM	A. J. Hughes; J. Poole; N. Dervilis; P. Gardner; K. Worden	2025
Employing Guided Wave-Based Damage Localization Techniques for Additively Manufactured Plates with Different Infill Densities	Pawel H. Malinowski; Samir Mustapha; Mohammad Ali Fakih; Shishir Kumar Singh	2025
Optimal Modeling of Deep Groove Ball Bearings for Application in Multibody Dynamics Simulations	Josef Koutsoupakis; Dimitrios Giagopoulos	2025
Utilization of Bridge Acceleration Response for Indirect Strain Sensing	Soheila Sadeghi Eshkevari; Debarshi Sen; Soheil Sadeghi Eshkevari; Iman Dabbaghchian; Giulia Marasco; Shamim Pakzad	2025
Transfer Learning Across Heterogeneous Structures Through Adversarial Training	Mohammad Hesam Soleimani-Babakamali; Onur Avci; Serkan Kiranyaz; Ertugrul Taciroglu	2025
Physics-Informed Machine Learning Part II: Applications in Structural Response Forecasting	Austin R. J. Downey; Eleonora Maria Tronci; Puja Chowdhury; Daniel Coble	2025
Frequency-Based Damage Detection Using Drone-deployable Sensor Package with Edge Computing	Ryan Yount; Joud N. Satme; Austin R. J. Downey	2025
Understanding High-Frequency Modes in Electromechanical Impedance Measurement Using Noncontact Vibration Testing	Sourabh Sangle; William C. Rogers; Mohammad I. Albakri; Pablo A. Tarazaga	2025
On the Use of Symbolic Regression for Population-Based Modelling of Structures	G. Tsialiamanis; N. Dervilis; K. Worden	2025
Markov Chain Monte Carlo on Matrix Manifolds for Probabilistic Model Order Reduction	Alessandra Vizzaccaro; Mikkel B. Lykkegaard; Tim Dodwell	2025
Identification of Bird Species in Large Multi-channel Data Streams Using Distributed Acoustic Sensing	Andrew L. Jensen; William A. Redford; Nimran P. Shergill; Luke B. Beardslee; Carly M. Donahue	2025
A Machine Learning-Based Damage Estimation Model for Monitoring Reinforced Concrete Structures	Omair Inderyas; Sena Tayfur; Ninel Alver; F. Necati Catbas	2025
Adaptive Radio Frequency Target Localization	Anthony A. Petrakian; Parker Segelhorst; Abigail Smith; Jeffery Dwayne Tippmann; Zigfried Hampel-Arias	2025
Estimation of Acoustic Emission Arrival Time in Concrete Structures Using Convolutional Neural Network	Omair Inderyas; Ninel Alver; Aydin Kaya; Ulas Bagci	2025
Machine Learning-Based Method for Structural Damage Detection	Daniel Irawan; Evgeny V. Morozov; Murat Tahtali	2025