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 ProblemsEleonora Maria Tronci; Austin R. J. Downey; Azin Mehrjoo; Puja Chowdhury; Daniel Coble2025
Statistical Evaluation of Machine Learning for Vibration DataSamuel Myren; Nidhi Parikh; Garrison Flynn; Dave Higdon; Emily Casleton2025
Quantifying the Value of Information Transfer in Population-Based SHMA. J. Hughes; J. Poole; N. Dervilis; P. Gardner; K. Worden2025
Employing Guided Wave-Based Damage Localization Techniques for Additively Manufactured Plates with Different Infill DensitiesPawel H. Malinowski; Samir Mustapha; Mohammad Ali Fakih; Shishir Kumar Singh2025
Optimal Modeling of Deep Groove Ball Bearings for Application in Multibody Dynamics SimulationsJosef Koutsoupakis; Dimitrios Giagopoulos2025
Utilization of Bridge Acceleration Response for Indirect Strain SensingSoheila Sadeghi Eshkevari; Debarshi Sen; Soheil Sadeghi Eshkevari; Iman Dabbaghchian; Giulia Marasco; Shamim Pakzad2025
Transfer Learning Across Heterogeneous Structures Through Adversarial TrainingMohammad Hesam Soleimani-Babakamali; Onur Avci; Serkan Kiranyaz; Ertugrul Taciroglu2025
Physics-Informed Machine Learning Part II: Applications in Structural Response ForecastingAustin R. J. Downey; Eleonora Maria Tronci; Puja Chowdhury; Daniel Coble2025
Frequency-Based Damage Detection Using Drone-deployable Sensor Package with Edge ComputingRyan Yount; Joud N. Satme; Austin R. J. Downey2025
Understanding High-Frequency Modes in Electromechanical Impedance Measurement Using Noncontact Vibration TestingSourabh Sangle; William C. Rogers; Mohammad I. Albakri; Pablo A. Tarazaga2025
On the Use of Symbolic Regression for Population-Based Modelling of StructuresG. Tsialiamanis; N. Dervilis; K. Worden2025
Markov Chain Monte Carlo on Matrix Manifolds for Probabilistic Model Order ReductionAlessandra Vizzaccaro; Mikkel B. Lykkegaard; Tim Dodwell2025
Identification of Bird Species in Large Multi-channel Data Streams Using Distributed Acoustic SensingAndrew L. Jensen; William A. Redford; Nimran P. Shergill; Luke B. Beardslee; Carly M. Donahue2025
A Machine Learning-Based Damage Estimation Model for Monitoring Reinforced Concrete StructuresOmair Inderyas; Sena Tayfur; Ninel Alver; F. Necati Catbas2025
Adaptive Radio Frequency Target LocalizationAnthony A. Petrakian; Parker Segelhorst; Abigail Smith; Jeffery Dwayne Tippmann; Zigfried Hampel-Arias2025
Estimation of Acoustic Emission Arrival Time in Concrete Structures Using Convolutional Neural NetworkOmair Inderyas; Ninel Alver; Aydin Kaya; Ulas Bagci2025
Machine Learning-Based Method for Structural Damage DetectionDaniel Irawan; Evgeny V. Morozov; Murat Tahtali2025



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