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会议文集
文集名
Data Science in Engineering
会议名
40th IMAC, A Conference and Exposition on Structural Dynamics
中译名
《第四十届国际模态分析会议:工程中的数据科学,卷9》
机构
Society for Experimental Mechanics (SEM)
会议日期
February 7-10, 2022
会议地点
Orlando, Florida, USA
出版年
2022
馆藏号
343990
题名
作者
出版年
Chapter 1 Model Updating for Nonlinear Dynamic Digital Twins Using Data-Based Inverse Mapping Models
Bas M. Kessels; Rob H. B. Fey; Mohammad H. Abbasi; Nathan van de Wouw
2022
Chapter 2 Deep Reinforcement Learning for Active Structure Stabilization
William Compton; Mason Curtin; Wilson Vogt; Alexander Scheinker; Alan Williams
2022
Chapter 3 Estimation of Structural Vibration Modal Properties Using a Spike-Based Computing Paradigm
Jabari Allen; Raymond Chu; Troy Sims; Alessandro Cattaneo; Gregory Taylor; Andrew Sornborger; David Mascarenas
2022
Chapter 4 Environmental-Insensitive Damage Features Based on Transmissibility Coherence
Samuel M. Hinerman; Makayla E. Ley; Peter A. Newman; James Gibert; Garrison S. Flynn; Charles R. Farrar
2022
Chapter 5 Transmittance Anomalies for Model-Based Damage Detection with Finite Element-Generated Data and Deep Learning
Panagiotis Seventekidis; Dimitrios Giagopoulos
2022
Chapter 6 Machine Learning-Based Condition Monitoring with Multibody Dynamics Models for Gear Transmission Faults
Josef Koutsoupakis; Panagiotis Seventekidis; Dimitrios Giagopoulos
2022
Chapter 7 Structural Damage Detection Framework Using Metaheuristic Algorithms and Optimal Finite Element Modeling
Ilias Zacharakis; Dimitrios Giagopoulos
2022
Chapter 8 On Aspects of Geometry in SHM and Population-Based SHM
Chandula T. Wickramarachchi; Jack Poole; Elizabeth J. Cross; Keith Worden
2022
Chapter 9 A Robust PCA-Based Framework for Long-Term Condition Monitoring of Civil Infrastructures
Mohsen Mousavi; Amir H. Gandomi
2022
Chapter 10 Data-Driven Structural Identification for Turbomachinery Blisks
Sean T. Kelly; Bogdan I. Epureanu
2022
Chapter 11 Classification of Rail Irregularities from Axle Box Accelerations Using Random Forests and Convolutional Neural Networks
Cyprien Hoelzl; Lucian Ancu; Henri Grossmann; Davide Ferrari; Vasilis Dertimanis; Eleni Chatzi
2022
Chapter 12 Development of a Surrogate Model for Structural Health Monitoring of a UAV Wing Spar
Adrielly H. Razzini; Iddo Kressel; Yoav Ofir; Moshe Tur; Tal Yehoshua; Michael D. Todd
2022
Chapter 13 On a Description of Aeroplanes and Aeroplane Components Using Irreducible Element Models
Daniel S. Brennan; Robin S. Mills; Elizabeth J. Cross; Keith Worden; Julian Gosliga
2022
Chapter 14 Input Estimation of Four-DOF Nonlinear Building Using Probabilistic Recurrent Neural Network
Soheila Sadeghi Eshkevari; Irnan Dabbaghchian; Soheil Sadeghi Eshkevari; Shamim N. Pakzad
2022
Chapter 15 Simulation-Based Damage Detection for Composite Structures with Machine Learning Techniques
Alexandre Lang; Andre Tavares; Emilio Di Lorenzo; Bram Cornelis; Bart Peeters; Wim Desmet; Konstantinos Gryllias
2022
Chapter 16 Synthesizing Dynamic Time-Series Data for Structures Under Shock Using Generative Adversarial Networks
Zhymir Thompson; Austin R. J. Downey; Jason D. Bakos; Jie Wei
2022
Chapter 17 Multilayer Input Deep Learning Applied to Ultrasonic Wavefield Measurements
Cole N. Maxwell; Justin L. Dalton; Nicholas E. Dzomba; Erica M. Jacobson; Nikolaos Dervilis; Adam J. Wachtor
2022
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