Structural Health Monitoring 2023

Preface

KEYNOTE
• Fielding a SHM System for an Aged Military Aircraft
ANTON NORBERG VOOREN, KRISTIAN BAMRUD FAGERHUS, KIM KORSVIK,
ROSHAN JOSEPH, SUSHEEL YADAV and AMRITA KUMAR
• Structural Health Monitoring –The Key Enabler of Condition Based Maintenance in Aviation
DIMITRIOS ZAROUCHAS
• Computation-enabled Digital Twin in the Built Environment
GENDA CHEN, IBRAHIM ALOMARI, ZHENHUA SHI, WOUBISHET Z. TAFFESE,
TARUTAL G. MONDAL, JOEL RUNJI and MOHAMMAD H. AFSHARMOVAHED
• Physics Enhanced Machine Learning for Monitoring and Twinning
MARCUS HAYWOOD-ALEXANDER, KIRAN BACSA, WEI LIU, ZHILU LAI and ELANI CHATZI

AEROSPACE STRUCTURES
• Ultrasonic Solution for Structural Health Monitoring Using Embedded Non-Destructive Testing1
SIMON A. CLÉMENT, ALICE AUBRY, AROUSA FOURATI, GRÉGOIRE MARIN,
FRÉDÉRIC JEAN and FRÉDÉRIC MOSCA
• Debonding Detection in Aerospace Stiffened Composite Structures Using Ultrawideband Electromagnetic Tunneling
VITTORIO MEMMOLO, JOCHEN MOLL and VIKTOR KROZER
• Study of the Fiber Bragg’s Grating Sensor Sensibility Subjected to Harsh Environmental Conditions
LUDOVIC GAVERINA, ANASTASIA LIAPI, JESUS EIRAS FERNANDEZ, EMMANUEL MARIN, JEREMY RIPORTO, JEOFFRAY VIDALOT, SYLVAIN GIRARD and JEAN-MICHEL ROCHE
• Enhancing Interfacial Toughness in 3D-Printed Soft-Hard Interfaces by Fused Filament Fabrication
UMUT ALTUNTAS, DEMIRKAN COKER and DENIZHAN YAVAS
• The Application of Risk Minimization to the Selection of Fiber Optic Sensors for an Aerospace Structural Monitoring Application
ADRIELLY HOKAMA RAZZINI, MICHAEL D. TODD, IDDO KRESSEL, YOAV OFIR
and MOSHE TUR
• Influence of Residual Stresses on the Dispersion Behavior of Guided Ultrasonic Waves in Fiber Metal Laminates
JOHANNES WIEDEMANN, TILMANN BARTH, THOMAS ROLOFF, TOM KLUGE,
NATALIE RAUTER and CHRISTIAN HUHNE
• Towards Optimization of Forced Heating and Cooling Automated Infrared Thermograph
GIAN PIERO MALFENSE FIERRO and MICHELE MEO
• Thermoplastic Induction Welded Joint Design for Structural Health Monitoring Damage Detectability
MATTIA MAZZESCHI, ADRIAN PEDROSA VALBUENA, KARINA CARLA NUNEZ,
MAITE FERNANDEZ, ESTEBAN CANIBANO and JUAN CARLOS MERINO
• Model-Assisted Probability of Detection of Cracks Under Fastener Head
YOUNGCHAN KIM, SEONHWA JUNG and DOOYOUL LEE
• Impact Monitoring of Large and Complex Structures Based on Transfer Learning
BOWEN ZHAO, YILIANG ZHANG, XIANPING ZENG and XINLIN QING

CIVIL STRUCTURES
• Health Monitoring of a Lenticular Truss Bridge Using Wireless Strain Sensors and Finite Element Models: A Case Study
ALIREZA ENSHAEIAN, BEHZAD GHAHRAMANI and PIERVINCENZO RIZZO
• Scour Damage Detection of Bridge Piers Using the Vibration-Based Method: Numerical Study on a Steel-Concrete Bridge in France
SOLAINE HACHEM, FREDERIC BOURQUIN and DOMINIQUE SIEGERT
• Dynamic Bridge Monitoring with Remote Sensing Techniques
WERNER LIENHART, FLORIAN SCHILL and THOMAS MOSER
• Bridge Frequencies Identification from the Dynamic Response of a Passing Vehicle
SHOTA URUSHADZE and JONG-DAR YAU
• Establishment and Initial In-Site Testing for the Structural Healthy Monitoring System of the Kinmen Bridge in Taiwan
CHIN-KUO HUANG, HSIN-CHU TSAI, LI-TING CHUNG and CHIN-TE LIN
• Structural Utilization Prediction for the Health Monitoring of Tunnel Linings by Means of an Artificial Neural Network Ensemble
NICOLA GOTTARDI, STEFFEN FREITAG and GUNTHER MESCHKE
• A Comparison of Structural Similarity Metrics within Population-Based Structural Health Monitoring
DANIEL S. BRENNAN, ELIZABETH J. CROSS and KEITH WORDEN
• AI-Driven Structural Health Monitoring for the Tallest Curved Concrete Skyscraper
JAFARALI PAROL, JAMAL AL QAZWEENI, EROL KALKAN and HASAN KAMAL
• Monitoring the Deformation Pattern of an Instrumented Concrete Arch Dam
AVIRUP SARKAR, BIKRAM PATRA, SHARAD GHODKE and ASHUTOSH BAGCHI
• Structural Health Monitoring and Real-Time System Identification Analysis of the World’s Tallest Sculptured Skyscraper
JAFARALI PAROL, JAMAL AL QAZWEENI, HASAN KAMAL and EROL KALKAN
• Non-Destructive Testing and Evaluation of Timber and Steel H-Piles
WAEL ZATAR, HIEN NGHIEM, HAI NGUYEN, BRADLEY FOUST and HAROON MALIK
• Crack Monitoring of Lock Infrastructure Using Strain Sensors
TRAVIS B. FILLMORE, BRIAN A. EICK and BILLIE F. SPENCER
• Investigation of Retroreflective Sheeting Materials Response to Induced Strain While Mounted to Common Civil Substrates for Use as Passive Strain Sensors for Structural Health Monitoring
HANNAH M. POWER and HARRY W. SHENTON
• Low-Cost Efficient Wireless Intelligent Sensor (LEWIS) Deployment for Community Driven Decision Making
SANDEEP ALAMPALLI, KAVEH MALEK, ALI MOHAMMADKHORASANI
and FERNANDO MOREU
• Development of Nanocarbon Black-enabled Self-strain Sensing Ultra-high-performance Cementitious Composites
ABASAL HUSSAIN, TAO YU and FANGXIN ZOU
• An Electrical Infrastructure Management Model for Long-Term Maintenance and Hazard Mitigation
NATHANIEL M. LEVINE, KRISTEN HOLLINGSWORTH, YINGJIE WU, MORGAN GRIFFITH and BRIAN MCDONALD
• Evaluating Post-Tensioned Trunnion Girders: A Comparative Study of Scale Model Tests and Numerical Analyses
WAEL ZATAR, HIEN NGHIEM, JASON RAY, HAI NGUYEN and SHAWN ANDERSON
• Abnormality Detection Algorithm of Horizontal Displacement Monitoring Data During Foundation Pit Excavation Based on Temporal-spatial Characteristics
HUI SU, JINFENG ZHANG, WEIHONG CHU, WEINAN CHEN, ZHIHUA LUO and SHIJI LU
• Development of the Novel Rail Dampers Utilizing Particle Damping for the Rail Track Structure
XIN YE, YU-LING WANG, WAI KEI AO and YI-QING NI
• A Model to Monitor Cracked Reinforced Concrete Structures Using Coda Waves
FELIX CLAUß, MARK ALEXANDER AHRENS and PETER MARK
• Experimental Characterization and Computer Vision-Assisted Detection of Pitting Corrosion on Stainless Steel Structural Members
RILEY J. MUEHLER, JOHUA B. VENZ, MICHAEL D. TODD and LONG WANG
• Validation of Data for Use in Civil Infrastructure Big Data Applications
CONNOR O’HIGGINS, CONNOR KENT, DAVID HESTER and SU TAYLOR
• Application of Neural Network Entropy Algorithm and Convolution Neural Network for Structural Health Monitoring
TZU-KANG LIN, YI-TING LIN and KAI-WEI KUO
• Combining Ultrasonic and Electromagnetic Techniques for Early Detection of Corrosion Damage in Reinforced Concrete Structures
WEIXIA CHENG, HAI-HAN SUN, KANG HAI TAN and ZHENG FAN
• Strain and Acceleration-Based Finite Element Model Updating of a Concrete Highway Viaduct
DORON HEKIC, ANDREJ ANZLIN, DIOGO RIBEIRO, ALES ZNIDARIC and PETER CESAREK
• Implementation of Decision Analysis on a Structural Health Monitoring System Applied to a Bridge Benchmark Study
GABRIEL A. DEL POZO, BJØRN T. SVENDSEN and OLE ØISETH
• Evaluation of Electro-Mechanical Impedance (EMI) for Structural Health Monitoring (SHM) of Post-Tensioned Ground Anchors
CLAYTON THURMER, JASON RAY, MATTHEW GLASSCOTT and BRIAN EICK
• Vehicle and Truss Bridge Interaction Adopting a Simplified 2D Model
SHAHED JAFARPOUR HAMEDANI, MEHRISADAT MAKKI ALAMDARI, ELENA ATROSHCHENKO, KAI-CHUN CHANG, CHUL-WOO KIM
and ANDRES FELIPE CALDERON HURTADO
• Structural Health Monitoring of CFRP Propellers by Piezoelectric Line Sensors
RYOTA HAMADA, TAKAFUMI OGURA, SHOGO FUJITA, HIDEAKI MURAYAMA, TOSHIO YAMATOGI, TOSHIYUKI INOUE, KAZUYA HAYASHI, MAI TAKAHARA, KENTARO GOTO
and KOTARO FURUKAWA
• Online Monitoring System for Short Stator Maglev Train
YANG LU, SEMEI WANG, QI ZHU, SHENGYUAN LIU and YIQING NI
• An Innovative Approach of Vibration Testing of Concrete Structures Using Performance Based Evaluation Techniques
GABRIEL RIVEROS and MARTIN BUTLER

DIAGNOSTICS
• Diagnosis of Concurrent Sensor Faults in Structural Health Monitoring Systems
CARLOS CHILLÓN GECK, THAMER AL-ZURIQAT, KOSMAS DRAGOS and KAY SMARSLY
• An Influence of Temperature on Additive Manufactured Composite with Embedded Fiber Bragg Grating Sensor
MAGDALENA MIELOSZYK, KATARZYNA MAJEWSKA, RUTA RIMASAUSKIENE,
MARIUS RIMASAUSKAS and TOMAS KUNCIUS
• Assessment of Corrosion Damage in Steel Samples Using Electro-Magnetic Acoustic Measurements
LUKAS PETERSON, THANKGOD NWOKOCHA, ANDREI ZAGRAI and T. DAVID BURLEIGH
• Wayside Acoustic Fault Diagnosis of Train Wheelset Bearing Based on Improved Frequency Sparsity Bayesian Learning
YOU-LIANG ZHENG, YOU-WU WANG and YI-QING NI
• Diagnostics of Anomaly Steam Turbine Behavior in Terms of Remote SHM and Cloud Computing
JINDRICH LISKA, JAN JAKL and VOJTECH VASICEK
• Wind Turbines with Optimized Productivity through Fleet Monitoring without Additional Sensor Technology
HERBERT FRIEDMANN, PETER KRAEMER, CHRISTOPH SCHMIDT, LUKAS BONEKEMPER and MARCEL WIEMANN
• Metal-Organic Frameworks-Based Sensors for Detection of Toxic Environmental Contaminants
SARAH CLOUSE, MD ABU SHOHAG and MD HUMAYUN KABIR
• Structural Health Monitoring Application on Chemical Mill Line Cracking
DANIELLE STEPHENS, PAUL SWINDELL, YONGZHE TIAN, WALTER SIPPEL, SETH KESSLER, AMRITA KUMAR, SUSHEEL KUMAR YADAV and FRANKLIN LI
• Variational Mode Spectrum Estimation for Wire Rope Defect Inspection Signals Analysis and Quantitative Evaluation
SHIWEI LIU, YONG LIU, QIAOHUA WANG and WEIGUO LIN
• Inspection and Maintenance Scheme Optimization Considering Atmospheric Corrosion Using Bayesian Network
TAESU CHOI and DOOYOUL LEE
• Performance of a Novel Inerter-Based Isolation System for Medium-Rise Buildings Under Seismic and Wind Excitations
JUBIN LU and SONGYE ZHU

ELECTROMECHANICAL IMPEDANCE BASED METHODS
• Monitoring of Bolted Joints with Electro-Mechanical Impedance Spectra and Acousto-Ultrasonics
A.-L. DREISBACH, P. KRAEMER and C.-P. FRITZEN
• Damage Sensitivity Study in 3D-Printed PLA of Different Infill Densities Using the Electromechanical Impedance Method
SHISHIR KUMAR SINGH, MOHAMMAD ALI FAKIH, SAMIR MUSTAPHA
and PAWEL H. MALINOWSKI
• Investigation of Impact Damage on GFRP/MWCNT for Structural Health Monitoring
OZAN CAN ZEHNI, IAN KINLOCH, MARK BISSETT and CHRISTINA VALLES
• Influence of Uniaxial Loads on Local Resonances
KEPING ZHANG, YUNING WU, RANTING CUI and XUAN ZHU
• Crosstalk Effects in Matrix of PZT Sensors for SHM Applications Based on the Electromechanical Impedance Principle
JOZUE VIEIRA FILHO, MARIO ROLANDO RODRIGUEZ CADALSO, NICOLÁS EUSEBIO CORTEZ LEDESMA, MARIO ANDERSON DE OLIVEIRA and GYUHAE PARK
• Electro-Mechanical Impedance Spectroscopy Leveraging Zero Group Velocity Modes for Structural Sensing
RUNYE LU and YANFENG SHEN

GUIDED WAVES
• Damage Diagnosis of Complex Connection Structures of Aircraft Fuselage Stringers with Guided Wave-Based Method
YUSEN XU, JIAN CHEN, SHENFANG YUAN, YAHUI YANG and ZHEN QIN
• On Measuring Material Changes at Molten Salt Reactor Temperatures in a Thermal Convection Loop with Guided Ultrasound Waves
INSU FIESLER SAXENA, BRUCE PINT and CLIFF LISSENDEN
• Towards Passive Fiber Bragg Grating-Based Measurement of Ambient Elastic Noise for SHM Under Varying Environment
PIERRE CALMON, AMAUD RECOQUILLAY, NICOLAS ROUSSEL, LAURENT MAURIN,
TOM DRUET, GUILLAUME LAFFONT and BASTIEN CHAPUIS
• Promoting Novel Strategies for the Reliability Assessment of Guided Wave Based SHM Systems
VITTORIO MEMMOLO, JOCHEN MOLL, OLIVER SCHACKMANN, STEFFEN FREITAG, ANASTASIIA VOLOVIKOVA, KILIAN TSCHOKE, ENES SAVLI, YEVGENIYA LUGOVTSOVA, MARIA MOIX-BONET, AHMED BAYOUMI and INKA MUELLER
• The Effect of Complex Corrosion Profiles on Remaining Wall Thickness Quantification Using Shear Horizontal Guided Waves
KONSTANTINOS TZAFERIS, MORTEZA TABATABAEIPOUR, GORDON DOBIE,
GARETH PIERCE, MAYORKINOS PAPAELIAS, CHARLES MACLEOD
and ANTHONY GACHAGAN
• Virtual Frequency Data Fusion for Localization of Multiple Damages from Broadband Lamb Wave Velocity Field
M. KANNUSAMY, SAPTARSHI SASMAL and SANTOSH KAPURIA
• Enhancing Guided-Wave-Based Structural Health Monitoring Using Metamaterial Devices Designed by Topology Optimization
ZE LIU, SHENGBO SHAN and LI CHENG
• Data Acquisition and Health Analysis of In-service Railway Vehicle for Structural Health Monitoring
LEI ZU, CHANG PENG, LONG MA, SHI-PING GAO, PING-YU ZHOU, BUZHAO NIU, FRANKLIN LI and AMRITA KUMAR
• Physically Informed and Data Driven Direct Models for Lamb Waves based SHM: Advantages and Drawbacks of Existing Approaches
MARC REBILLAT, ERIC MONTEIRO and NAZIH MECHBAL
• Experimental and Numerical Investigations on the Acoustoelastic Effect on Lamb Waves in Aluminum
TILMANN BARTH, NATALIE RAUTER and ROLF LAMMERING
• Design and Application of a Statistical Learning Methodology to Remove Temperature Effect on Static Signals for Bridge Structural Health Monitoring
LORENZO BENEDETTI, FRANCESCO MORGAN BONO, LUCA RADICIONI and MARCO BELLOLI
• An Integrated Acousto-Mechanical Energy Approach for Monitoring Flexural Bond-Slip Behaviour of GFRP Bars and Concrete
AMER ILIYAS RATHER, SAUVIK BANERJEE and ARGHADEEP LASKAR
• Damage Identification for Guided Wave Testing of Composite Structures Using Statistical Features
SHRUTI SAWANT, SAUVIK BANERJEE and AMIT SETHI

MODELING, SIMULATION, AND DIGITAL TWINS
• A Hybrid Surrogate Modeling Method for Corrosion Morphology Prediction Under Non-Stationary Dynamic Loading
GUOFENG QIAN, DAVID NAJERA-FLORES, ZHEN HU and MICHAEL D. TODD
• A Reduced-Order Digital Twin for Structural Health Monitoring of Steel Bridges
CHRISTOPH BRENNER, KLAUS THIELE and JULIAN UNGLAUB
• Vision-Based Displacement Estimation of Large-Scale Infrastructure—A Case Study
CASEY RODGERS, SHUO WANG, BRIAN WELSH, SHAIK ALTHAF V. SHAJIHAN, THOMAS GOLECKI, BRIAN EICK, TRAVIS FILLMORE and BILLIE F. SPENCER
• Review of Various Curing Processes and Techniques of Printed Circuit Board (PCB) and Introduction of New Innovative Thermal Curing Technique
MOHAMMED ATEEQ, ROLAND FEUSER, LOUI AL-SHROUF and MOHIEDDINE JELALI
• Efficient Lifecycle Reliability Assessment of Offshore Wind Turbines using Digital Twin
XUKAI ZHANG and ARASH NOSHADRAVAN
• Towards Dynamic Digital Twin for Monopile-Supported Offshore Wind Turbines
YING WANG, JUN LIANG and YUHAO FU
• Evolutionary Sensor Network Design for Structural Health Monitoring of Structures with Time-Evolving Damage
MAYANK CHADHA, YICHAO YANG, ZHEN HU and MICHAEL D. TODD
• Degradation Model Updating for Failure Prognostics Using a Sequential Likelihood-Free Bayesian Inference Method and Video Monitoring Data
JICE ZENG, MICHAEL D. TODD and HU ZHEN
• Automated Crack Detection for Underwater Inspection of Miter Gates with Unmanned Underwater Vehicle
ZIHAN WU, ZHEN HU, MICHAEL D. TODD and JICE ZENG
• Detection of Buckling in Columnar Structures by Shape Sensing with Multi-Core Optical Fibers
TAKAFUMI OGURA, MAKITO KOBAYASHI, YUE ZHAO, DANIEL LEANDRO
and HIDEAKI MURAYAMA
• Developing an Experimentable Digital Twin of a Novel Forestry Machine: Application, Experiences, and Benefits
SEBASTIAN SCHMID, ULRICH DAHMEN, LONGXIANG SHAO, KAI-UWE SCHRODER
and JURGEN ROSSMANN
• Finite Element Model Updating Using Primal-Relaxed Dual Global Optimization Algorithm
TRENT E. SCHREIBER, YU OTSUKI and YANG WANG
• Operational Health Monitoring of Bridges Using Bayesian Model Updating and Computer Vision Techniques
NILOOFAR MALEKGHAINI, HAMED EBRAHIMIAN, FARID GHAHARI,
VINAYAK SACHIDANANDAM, MATTHEW BOWERS and ERTUGRUL TACIROGLU
• Physics-Informed Neural Network for Analyzing Elastic Beam Behavior
SOHEIL HEIDARIAN RADBAKHSH, KAMYAB ZANDI and MAZDAK NIK-BAKHT
• Vibration Based Damage Identification in Welded Asymmetrical Steel Frames Using Regularization Techniques
MAYANK KAMAL and SAUVIK BANERJEE

• Structural Damage Detection Through Finite Element Model Updating Using Evolutionary Algorithm
SAI SIDDHARTHA VIVEK DHIR RANGOJU, GOVARDHAN POLEPALLY, PRAFULLA KALAPATAPU and VENKATA DILIP KUMAR PASUPULETI
• Development of Deep Neural Network-Based Strain Values Prediction Models for Full-Scale Reinforced Concrete Frames Using Highly Flexible Sensing Sheets
HUI ZHANG and SHERIF BESKHYROUN

MULTIFUNCTIONAL MATERIALS AND STRUCTURES
• Design of Multifunctional Structural Battery Composites for the Next Generation of Electric Vehicles
SAMAN FARHANGDOUST, SHABBIR AHMED, ALEXANDER STRANGE, UMUT ALTUNTAS, CHAOQUN DUAN, YAQOUB ABDULLAH, FRANKLIN LI, SERENA WANG
and FU-KUO CHANG
• High-Dimensional Data Analytics for Sparse Recovery of Guided-Waves Dispersion Curves Using B-Splines
HAMED MOMENI, MOHAMMAD JEDDI and ARVIN EBRAHIMKHANLOU
• Intelligent Manufacturing Principles for Structural Health Monitoring in Advance Composite Structures: A Machine Learning-Based Driven Placement Approach
SEAN PSULKOWSKI, BRYANT RODRIGUEZ, ABDULLAH NOMAN, SERGIO TORINO
and TARIK DICKENS
• Integrated Sensing System for Automotive Applications
MAHMOUD GHANNAM, ISKANDER FAROOQ, ROSHAN JOSEPH, CODY GRAY,
FRANKLIN LI and AMRITA KUMAR

RELIABILITY, VERIFICATION, AND VALIDATION
• Covariance of Limit Defining Pairs (CLDP): A Novel Approach to Establishing Detection Sensitivity for Structural Health Monitoring Data
SETH S. KESSLER and CHRISTINE M. SCHUBERT KABBAN
• Assessing the Performance CVM Sensors for Monitoring the 737 Aft Pressure Bulkhead
DENNIS ROACH, TREVOR LYNCH-STAUNTON, BRIAN SHAIGEC and DERRICK FORMOSA
• Robotic End-of-Line Testing for Hydrogen Pressure Vessels Using a Strain-Based SHM System
REBECCA RICHSTEIN and KAI-UWE SCHRODER
• An Investigation of the Effect of Measurement Interval on the Autoencoder Based Damage Detection in Uncontrolled Structural Health Monitoring
KANG YANG and JOEL B. HARLEY
• Optimization of a Vision-Based SHM System for Imaging Subsurface Impact Damage in Composite Structures
T. BRYCE ABBOTT and FUH-GWO YUAN
• Analysis of Reliability and Effectiveness of Repeated Inspections Based on Probability of Detection Method
SEONHWA JUNG, YOUNGCHAN KIM and DOOYOUL LEE

PROGNOSTICS AND HEALTH MANAGEMENT
• Least-Square Support Vector Regression for the Prognosis of the Deteriorating Structure Under the Seismic Excitations Using Autoregressive Model
SHIVAM OJHA, AMIT SHELKE and ANOWARUL HABIB
• Autonomous Monitoring of Breathing Debonds in Bonded Composite Structures Using Nonlinear Ultrasonic Signals
SHIRSENDU SIKDAR
• Structural Performance Monitoring Employing Linear Observer
MOHAMMAD SHAMIM MIAH and WERNER LIENHART
• Generation of Mode-Selective Frequency Response Functions from Temporally Sampled, Broadband and Multimodal Guided Ultrasonic Wave Signals
THOMAS ROLOFF and MICHAEL SINAPIUS
• Phononic Crystal Waveguides for Structural Health Monitoring Applications
FRANCESCO CIAMPA
• Damage Detection of Rectangular Sections by 2D Curvelet, Contourlet and Wavelet Packet Transform
SAJAD SHAHVERDI

SENSOR NETWORKS
• Case Study for Using Open-Source UAV-Deployable Wireless Sensor Nodes for Modal-Based Monitoring of Civil Infrastructure
JOUD N. SATME, RYAN YOUNT, JASON SMITH and AUSTIN R. J. DOWNEY
• Versatile Sensor Node with Acoustic Data Communication Capabilities for FSAT Networks in Guided Wave-based Structural Health Monitoring Applications
OCTAVIO A. MÁRQUEZ REYES, FEDERICA ZONZINI, MASOUD MOHAMMADGHOLIHA, JOCHEN MOLL and LUCA DE MARCHI
• Heterogeneous Sensor Placement Under Uncertainty
AMIN JABINI and ERIK A. JOHNSON
• A Real-Time Framework for Structural Health Monitoring Based on the Internet of Things—An Experimental Study
ISHNA JAIN, AJAY KUMAR SREERAMA, PRAFULLA KALAPATAPU
and VENKATA DILIP KUMAR PASUPULETI
• Sensor Location Optimization for Efficient Structural Health Monitoring Through Intelligent Design
CHETHAN RAO BOINIPALLI, VANCHA VINESH REDDY, GOVARDHAN POLEPALLY, PRAFULLA KALAPATAPU and VENKATA DILIP KUMAR PASUPULETI
• A Mobile Sensor Network System for Sound and Vibration
SANG GEUN BAE, JEWOO CHOI and HYO SEON PARK
• The Road to an Open and Secure Data Exchange Infrastructure for SHM
HORST TRATTNIG and LUKAS BERBUER
• Unsupervised Vehicle Classification Using a Structural Health Monitoring System
AMIRHOSSEIN MOALLEMI, LUCA ZANATTA, ALESSIO BURRELLO, MATTIA SALVARO, MONICA LONGO, PAOLA DARO, FRANCESCO BARCHI, DAVIDE BRUNELLI, LUCA BENINI and ANDREA ACQUAVIVA
• Exploring Crowdsensing Potentials for Structural Health Monitoring Applications: Challenges and Opportunities
LEONARDO IACUSSI, MATTEO BRAMBILLA, PAOLO CHIARIOTTI, STEFANO MANZONI
and ALFREDO CIGADA
• Certification of CVM™ Sensors for Monitoring 737 Aft Pressure Bulkhead
TREVOR LYNCH-STAUNTON, BRIAN SHAIGEC, DERRICK FORMOSA and DENNIS ROACH
• An Original Smart Data Sampling for Wireless Sensor: Application to Bridge Cable Monitoring
VINCENT LE CAM, LAURENT LEMARCHAND, ARTHUR BOUCHE, DAVID PALLIER
and FRANÇOIS ILLIEN

SENSORS AND ACTUATORS
• Implementation and Validation of a Low-Cost loT-Enabled Shake Table System
THAMER AL-ZURIQAT, PATRICIA PERALTA ABADIA, CARLOS CHILLÓN GECK,
KOSMAS DRAGOS and KAY SMARSLY
• Adapting Mach-Zehnder Interferometers for Vibration Sensing
HOSSEIN MAHLOOJI, J. STEWART AITCHISON and FAE AZHARI
• High-Velocity Impact Detection and Localization Enabled by 10 MSa/s Sample-Rate FBG Interrogation
EGOR LIOKUMOVITCH, ZIV GLASSER, STAS BANK, IDDO KRESSEL, URI BEN-SIMON, SHAY SHOHAM and SHMUEL STERNKLAR
• High Sensitivity Wireless Strain Sensor for SHM Applications
HASSAN A. MAHMOUD, HUSSEIN NESSER, AHMED WAGIH and GILLES LUBINEAU
• Lamb Wave Actuation and Propagation Using Flexoelectric Transducers
SURAJ KUMAR ROUT and SANTOSH KAPURIA
• Fluorescence-Based Fiber Optic Sulphate Sensor for Long Term Sulphate Ion Monitoring in Concrete Structures
ZHEN LIN, YIQING NI and TONG SUN

SPECIAL SESSION: ACOUSTIC EMISSION AND HYBRID SHM
• Validation of a Piezo Based Integrated Process and SHM System on Hollow Composite Aircraft Part Made by Vacuum Infusion Using a 3D Printed Smart Mold
MICHAEL SCHEERER, ZOLTAN SIMON, MICHAEL MARISCHLER, DAVID KAMPENHUBER and MARKUS HATZENBICHLER
• Monitoring Damage Evolution in Carbon/ Epoxy and Carbon/Thermoplastic Composites using Acoustic Emission Technique
MANOJ RIJAL, TRAVIS OBIE-ROLLE and MANNUR SUNDARESAN
• A Comparison of Optical Sensing Systems with Piezo-Electric Sensors for Impact Identification of Composite Plates
NATALIA RIBEIRO MARINHO, RICHARD LOENDERSLOOT, FRANK GROOTEMAN,
JAN WILLEM WIEGMAN and TIEDO TINGA
• Computational Modeling of High-Temperature MEMS Sensor Array for Ultrasonics and Acoustic Emission in Structural Health Monitoring of High Temperature Advanced Reactor Pipes
CHENXI XU, MATTHEW DALY, ALEXANDER HEIFETZ, DEREK KULTGEN
and DIDEM OZEVIN
• Combined Acoustic and Modal Structural Health Monitoring and Structural Assessment
HERBERT FRIEDMANN, PETER KRAEMER, ANDREAS NUBER, CHRISTOPH SCHMIDT
and TOBIAS ADAM
• Semi-supervised Learning for Acoustic Vision Monitoring of Tendons in Pre-stressed Concrete Bridges
ALEXANDER LANGE, MAX KÄDING, ROGHUA XU, STEFFEN MARX
and JÖRN OSTERMANN
• Non-Contact Acoustic Emission Monitoring of Corrosion-Fatigue Damage in Submerged Steel Structures 1158
FILIPPO RICCIOLI and LOTFOLLAH PAHLAVAN
• Automatic and High-Precision Acoustic Emission-Based Structural Health Monitoring of Concrete Structures
SEYYEDMAALEK MOMENI, THOMAS SCHUMACHER, LINDSAY LINZER
and BRICE LECAMPION
• Acoustic Emission Monitoring of Pre-Stressed Concrete Beams During Accelerated Corrosion of Pre-Stressing Tendons
SADEGH MAHMOUDKHANI, JUNHUI ZHAO, JASMIN COCHINGCO, AFTAB MUFTI
and DOUGLAS THOMSON
• Acoustic Emission Source Location Using Bayesian Optimization for a Composite Helicopter Blade
C. A. LINDLEY, M. R. JONES, T. A. DARDENO, R. S. MILLS, DERVILIS and K. WORDEN
• Acoustic Emission Source Localization in Fiber-Reinforced Composites based on Multimodal Dispersion Compensation of Guided Waves
ARNAUD HUIJER, CHRISTOS KASSAPOGLOU and LOTFOLLAH PAHLAVAN
• Applicability of Data Augmentation Through Variational Autoencoder for Two-Dimensional Acoustic Emission Source Discrimination on Hollow Cylindrical Structures
GUAN-WEI LEE, STYLIANOS LIVADIOTIS and SALVATORE SALAMONE

SPECIAL SESSION: AI-BASED DIAGNOSTICS & PROGNOSTICS OF LIGHTWEIGHT STRUCTURES
• Advanced Health Monitoring of Composite Structures Through Deep Learning-Based Analysis of Lamb Wave Data for Developing Health Indicators
MORTEZA MORADI, FERDA C. GUL, JUAN CHIACHIO, RINZE BENEDICTUS
and DIMITRIOS ZAROUCHAS
• Delamination Size Prediction for Compressive Fatigue Loaded Composite Structures Via Ultrasonic Guided Wave Based Structural Health Monitoring
FERDA C. GÜL, MORTEZA MORADI, RINZE BENEDICTUS, RAFIK HADJRIA,
YEVGENIYA LUGOVTSOVA and DIMITRIOS ZAROUCHAS
• Pointwise Damage Mapping using Guided Wave Signals for Structural Health Monitoring
KARTHIK GOPALAKRISHNAN and V. JOHN MATHEWS
• Meta-Transfer-Learning based Damage Detection of CFRP Composite Structures
YAN CHEN and CHENG LIU
• Delamination Damage Detection of CFRP Composite Structures Using DSAN-based Deep Transfer Learning Approach
XUEBING XU and CHENG LIU

SPECIAL SESSION: ARTIFICIAL INTELLIGENCE FOR SHM: COMPUTER VISION APPROACHES
• Next Generation 3D-DIC Technique with Sensor-Based Extrinsic Parameter Calibration and Natural Pattern Tracking
FABIO BOTTALICO, CHRISTOPHER NIEZRECKI and ALESSANDRO SABATO
• A Robotic-Based Framework for Quantifying Surface Cracks of Concrete Shear Walls
PEDRAM BAZRAFSHAN and ARVIN EBRAHIMKHANLOU
• Task-Significance-Aware Meta Learning for Few-Image-Based Structural Damage Recognition
YANG XU, YI LI, YUNFEI FAN, XIAODONG ZHENG and YUEQUAN BAO
• Hyperspectral Imaging Applied for Pixel-Level Crack Detection with Background Interferences
SIYI CHEN, YOUWU WANG and YIQING NI
• Automated Structural Surface Damage Identification, Classification and Severity Estimation Using Deep Learning Approaches
MRINMOY KUMAR DAS, NIKHITA RAPOLU, DHATHRI MEDA, PRAFULLA KALAPATAPU
and VENKATA DILIP KUMAR PASUPULETI
• Enhancing Dam Inspection with Pixel-Level CNN-FCN Approach Via 3D Texture Mapping
KRISADA CHAIYASARN, APICHAT BUATIK, VISHAL JANGID, SIRISILP KONGSILP
and NAVID KHADEMI
• Real Time Condition Monitoring Using Camera and Phase-Based Motion Estimation
SEUNGHWAN LEE, YINAN MIAO, YESEUL KONG, HYEONWOO NAM and GYUHAE PARK
• Intuitive and Less-Supervised Structural Damage Detection Using Phase-Based Vibration Imaging
YESEUL KONG, YINAN MIAO, SEUNG HWAN LEE and GYUHAE PARK
• Revolutionizing Road Maintenance: A Data Fusion and AI-Based Approach
YU-TING HUANG, NIKKHIL VIJAYA SANKA, MOHAMMAD R. JAHANSHAHI
and FANGJIA SHEN
• Enhancing Deep Learning-Based Damage Segmentation with Depth Hallucination
TARUTAL GHOSH MONDAL and MOHAMMAD R. JAHANSHAHI
• Target-Free, Vision-Based System Identification of Civil Structures Using Unmanned Aerial Vehicles
KHALID ALKADY, ACHILLES G. RASQUINHA, JOSEF T. BRANDL, CHRISTINE E. WITTICH and CARRICK DETWEILER

• Accelerating Corrosion Surface-Area Measurements with Computer Vision and Deep Learning: An Ensemble Approach
HAI D. NGUYEN, SHENGYI WANG, REBEKAH WILSON, BRIAN EICK
and NATALIE BECERRA-STASIEWICZ
• Unleashing the Power of Multi-Source Data for Building Attribute Prediction Based on Deep Learning in Flood Risk Assessment
ABHISHEK SUBEDI, MOHAMMAD R. JAHANSHAHI and DAVID JOHNSON
• Two-Dimensional Convolutional Neural Networks for Wood Quality Assessment
MOHSEN MOUSAVI and AMIR H. GANDOMI
• Multiview Vision-based Displacement Measurement of Full-Scale Miter Gate
JUNHWA LEE, SHUO WANG, TRAVIS FILLMORE and BILLIE F. SPENCER
• Novel Approach for Imaging Time Series for the Improvement of Classification Results “Grayscale Fingerprint Features Field Imaging (G3FI)”
HAMMOUD AL JOUMAA, LOUI AL-SHROUF and MOHIEDDINE JELALI
• Bridge Point Cloud Completion Using Deep Learning Obtained in Actual Bridge Structures
GEN MATONO and MAYUKO NISHIO
• Photorealistic Rendering and Modification of Motion Blur for the Simulation of Video Data for Structural Dynamics
ANDRE GREEN, MOISES FELIPE SILVA, ALLISON DAVIS, ALEXANDER KARPOWICZ, ANDREW SOMBORGER, ALESSANDRO CATTANEO and DAVID MASCAREÑAS
• High-Resolution Vision Transformers for Pixel- Level Identification of Structural Components and Damage
KAREEM ELTOUNY, SEYEDOMID SAJEDI and XIAO LIANG
• Structural Nonlinearity Extraction from Video Data for Damage Evaluation in Earthquake Events: Experimental Verification
SIFAN WANG and MAYUKO NISHIO
• Integrated Technology for Detection and Repair of Mechanical Component Surface Fatigue Microcracks Using Pulsed Laser
QICHAO CHENG, DAMING ZHUANG, JUN HE and SHIXI YANG

SPECIAL SESSION: ARTIFICIAL INTELLIGENCE FOR SHM: MACHINE LEARNING APPROACHES
• Development of an Artificial Intelligence (AI) for the Prediction of Fatigue Failure in Naval Structures: A Digital Twin Application
SOURAV BANERJEE, NAFISA MEHTAJ and BENJAMIN L. GRISSO
• Damage Localization Frameworks Based on Unsupervised Deep Learning Neural Networks
RAFAEL JUNGES, ZAHRA RASTIN, LUCA LOMAZZI, MARCO GIGLIO
and FRANCESCO CADINI
• Deep Learning-Based Automatic Blind Identification Procedure for Structural Modal Identification
CONGGUANG ZHANG, JIANGPENG SHU, YUTONG GUO, YIFEI XU and YANBO NIU
• Structural Parameter Identification with a Physics-Informed Neural Networks-Based Framework
WEIJIA ZHANG, YI-QING NI, LEI YUAN, SHUO HAO and SU-MEI WANG
• GTRF: A General Tuples Recognition Framework Towards Deep Learning-Driven Structural Health Monitoring Adapted to Diverse Supervision Paradigms
QINGSONG XIONG, CHENG YUAN, HAIBEI XIONG and QINGZHAO KONG
• Exploring the Potential of Transfer Learning Applications for Structural Damage Classification
BURAK DURAN and SAEED EFTEKHAR AZAM
• iFlyNet: Inferring UAV Flight from Wing Behavior
TANAY TOPAC, CODY GRAY, AMRITA KUMAR and FU-KUO CHANG
• Population-Based SHM Under Environmental Variability Using a Classifier for Unsupervised Damage Detection
YACINE BEL-HADJ and WOUT WEIJTJENS
• Fundamental Study on Damage Detection of Civil Structures Modeled as MDOF System Based on Machine Learning
ATSUSHI MIKAMI
• Enhancing the Reliability of Structural Health Monitoring for Bolted Joint Connections in Segmented Rotor Blades Using Data Fusion
ABDERRAHIM ABBASSI, NIKLAS ROMGENS, TANJA GRIEßMANN, TILL JULIAN ADAM
and RAIMUND ROLFES
• Unsupervised Damage Detection for Smart Extraterrestrial Habitats Using Autoencoders and Information Fusion
ZIXIN WANG, MOHAMMAD R. JAHANSHAHI, ILIAS BILIONIS, YUGUANG FU, AMIN MAGHAREH and SHIRLEY J. DYKE
• When is an SHM Problem a Multi-Task- Learning Problem?
S. C. BEE, L. A. BULL, N. DERVILIS and K. WORDEN
• Low-Energy Impact Characterization Models and Damage Detection in Thin Monocoque Structures Using Artificial Intelligence
DANIEL DEL-RIO VELILLA, ANDRES PEDRAZA RODRIGUEZ,
ANTONIO FERNANDEZ-LOPEZ and ALFREDO GUEMES GORDO
• Surface Damage Identification in 3D Printed Metal Parts Using Convolutional Neural Network
ALIREZA MODIR and IBRAHIM TANSEL
• Enhancing Structural Health Monitoring and Management Through Edge, Fog and Cloud Computing Architectures
VENKAT SURENDAR TALARI, VISVESH NARAHARISETTY, PRAFULLA KALAPATAPU
and VENKATA DILIP KUMAR PASUPULETI
• Impact Force Identification on Steel Pipelines Using Deep Learning and Bayesian Inference with Minimal Sensing Elements
MU’MEN HAMADNEH, MOHAMMAD ALI FAKIH and SAMIR MUSTAPHA
• On the Influence of Structural Attributes for Assessing Similarity in Population-Based Structural Health Monitoring
GIULIA DELO, CECILIA SURACE, KEITH WORDEN and DANIEL S. BRENNAN
• Graph Convolutional Neural Networks Based Strain Estimation
GIULIA MARASCO, SOHEILA SADEGHI ESHKEVARI and SHAMIM N. PAKZAD
• A Comparative Analysis of Concept Drift Detection Methods with a Systematic and Innovative Approach of Method Selection
M.SC. FABIAN GERZ, DR.-ENG. LOUI AL-SHROUF
and PROF. DR.-ENG. MOHIEDDINE JELALI
• Implementation of Information Entropy in an Industrial Internet of Things Approach for Structural Health Monitoring Applications
SARAH MALIK and ANTONIOS KONTSOS
• Bidirectional Long Short-term Memory Network for Maglev Bridge Acceleration Data Reconstruction
GAO-FENG JIANG, SU-MEI WANG and YI-QING NI
• Vehicle-invariant Drive-by Monitoring Across Multiple Bridges through Bootstrapping Enhanced Unsupervised Domain Adaptation
JATIN AGGARWAL, JINGXIAO LIU and HAE YOUNG NOH
• Optimization of Damage Features Contaminated by Nonstationary Colored Noise Algorithms using Johansen Cointegration
SAHAR HASSANI, ULRIKE DACKERMANN and AMIR H. GANDOMI
• Two-Dimensional Acoustic Emission Source Localization on a Laminated Veneer Lumber Plate by Gaussian Process Regression
XIANGDONG HE and XUAN ZHU
• Piece-wise Ritz Analysis of Beams Subjected to Discontinuity in Slope
SUDHARSAN PARTHASARATHY and RAKESH K. KAPANIA
• Long-Period Dynamic Characteristics of Embedded Track Using Machine Learning
YUANPENG HE, YANG ZHANG and YI-QING NI
• Real-Time Crack Detection in Bridges Using Monitoring and Machine Learning—Verified with an Actual Damage Case
IMANE BAYANE, JACOB NYMAN, JENS HÄGGSTRÖM and JOHN LEANDER

SPECIAL SESSION: CHALLENGES OF AND SOLUTIONS FOR LONG-TERM STRUCTURAL HEALTH
• A Novel Numerical Approach for Fatigue Load Emulation of Offshore Wind Turbines Using Machine Learning
MIGUEL RESTREPO BOTERO, ALEXANDROS ILIOPOULOS, TOBIAS STINENBOSCH and LAURENT BEAUDET
• An Autonomous Early Warning System Concept for Real-Time Remote Monitoring of Critical Structures
ASWIN HARIDAS, PAUL D. OKULOV, STEFAN NEUMANN and HOLGER SPECKMANN
• Smart Structural Health Monitoring for High-Speed Railway Bridges
RAFAEL CASTRO-TRIGUERO, RAFAEL GALLEGO SEVILLA and FERNANDO LEON-GARCIA
• Wireless Strain Monitoring System on the Hernando de Soto Bridge During Critical Repairs
MEHDI KALANTARI KHANDANI and MOHEB GHORBANISHEIKHNESHIN
• Technology Innovation in Developing the Health Monitoring Cloud Platform for Maglev Vehicle-Suspension-Guideway Coupling System
SU-MEI WANG, YANG LU, YI-QING NI and YOU-WU WANG
• Effects of Thermally Induced Distress on Adhesively Bonded Piezoelectric Wafer Active Sensors and Implications on Damage Detection and Localization
JESUS N. EIRAS, L. GAVÉRINA, L. MASTROMATTEO and J. M. ROCHE
• Novel Means and Ways of Getting Structural Health Monitoring into Application
CHRISTIAN BOLLER
• A Non-Parametric Mixed Learning Technique for Mitigating Environmental Effects on Structural Modal Frequencies
ALIREZA ENTEZAMI and STEFANO MARIANI
• Condition Monitoring of Steel Truss Bridge Using Acceleration Data
VAIBHAV GUPTA and U. SARAVANAN
• On Condition Monitoring of a Corroding Steel Truss Bridge – A Case Study
U. SARAVANAN and KAIBALYA LENKA

SPECIAL SESSION: DISTRIBUTED AND QUASI-DISTRIBUTED FIBER-OPTICAND ELECTRICAL SENSORS
• Impact of Spectral Shift Quality (SSQ) on Fibre Optic Sensor Readings in Reinforced Concrete Beams
U. M. N. JAYAWICKREMA, H. M. C. M. HERATH, N. K. HETTIARACHCHI,
H. P. SOORIYAARACHCHI, BANERJEE and J. A. EPAARACHCHI
• Performance of Crossed Long-Gauge Strain Sensors in the Spread Footing Foundation
YITIAN LIANG and BRANKO GLISIC
• Static and Dynamic Bridge Monitoring with Distributed Fiber Optic Sensing
LISA STRASSER, WERNER LIENHART and MADELEINE WINKLER
• Integrating Pre-Existing Telecommunication Fiber Cable Vibration Sensing and Drive-by Vehicle Vibration Sensing for Scalable Bridge Health Monitoring
JINGXIAO LIU, SIYUAN YUAN, BIONDO BIONDI and HAE YOUNG NOH
• Vibration Propagation Analysis of Road Pavement Using Thin Layer Method for Fiber Optic Distributed Acoustic Sensing
KOTARO FUJIWARA, YUICHI YOSHIMURA, HIROYUKI AOSHIKA, MICHIO IMAI,
AYAKA NASU, HIDEKI NAGATANI and JUNICHI KAWABATA

SPECIAL SESSION: DYNAMIC DATA DRIVEN STATE AWARENESS FOR INTELLIGENT STRUCTURAL SYSTEMS
• Topological Data Analysis for Real-Time Extraction of Time Series Features
ARMAN RAZMARASHOOLI, YANG KANG CHUA, VAHID BARZEGAR, HAN LIU,
SIMON LAFLAMME, CHAO HU, AUSTIN R. J. DOWNEY and JACOB DODSON
• Microsecond Model Updating for 2D Structural Systems Using the Local Eigenvalue Modification Procedure
EMMANUEL A. OGUNNIYI, ALEXANDER B. VEREEN and AUSTIN R. J. DOWNEY
• Bayesian Damage Estimation with Regularized Data-Driven Stochastic Time Series Model
PEIYUAN ZHOU and FOTIS KOPSAFTOPOULOS
• A Data-sparse Approach to In-situ Fault Detection and Identification for Metal Additive Manufacturing
ALVIN CHEN, FOTIS KOPSAFTOPOULOS and SANDIPAN MISHRA
• Online Fatigue Damage Detection for Structures under Random Loading Using a Comparative Sensor-Data Approach
RANNAM CHAABAN and CLAUS-PETER FRITZEN

SPECIAL SESSION: GUIDED WAVES IN STRUCTURES FOR SHM
• Experimental and Numerical Studies of an Acoustic Coupler for Multiplexing of Guided Waves for SHM
CAMERON MARASHI, JEE MYUNG KIM and KARA PETERS
• Effects of Imperfect Interface on the Dispersion Curves of Torsional Waves in a Composite Hollow Cylinder
JUNZHEN WANG and JIANMIN QU
• Best Reconstruction Frequency of Lamb Waves Via Broadband Measurement
SANTOSH KAPURIA
• Wave-Based Damage Identification in Composite Strips and 2D Solids Using Inverse Multiresolution Wavelet Methods
DIMITRIS DIMITRIOU and DIMITRIS SARAVANOS
• Fiber Bragg Grating Sensor Based Mode Filtering Using Cosine Distance Metric
ROHAN SOMAN, KALEEESWARAN BALASUBRAMANIAM and PAWEL MALINOWSKI
• Sensitivity to Axial Stress and Temperature of Local Resonances in Rails
YUNING WU, KEPING ZHANG, XUAN ZHU and JOHN POPOVICS
• Structural Integrity Assessment of Nuclear Spent Fuel Canisters Using Guided Waves
STYLIANOS LIVADIOTIS, GUAN-WEI LEE, NATHAN WILSON and SALVATORE SALAMONE
• Uncertainty Quantification of Thickness Estimation Via Full-Field Ultrasonic Inspection
NEEL SHAH, ERICA M. JACOBSON, ERIC B. FLYNN and ADAM J. WACHTOR
• Detection, Localization, and Quantification of Bolt Looseness in an Aluminium Plate Using Lamb Wave Analysis
BRASSINGTON, M. HAYWOOD ALEXANDER, N. DERVILIS, K. WORDEN and T. J. ROGERS
• The Effect of Temperature on Guided Wave Signal Characteristics in a Honeycomb Composite Sandwich Structure with Disbond and Delamination
RAMANA RAJA B, SIDDHARTH TALLUR and SAUVIK BANERJEE
• Differential Strategy to High-Speed Inspection of Rails Via Passive Ultrasonic Monitoring
IZABELA C. BATISTA, ALI ZARE HOSSEINZADEH, DIPTOJIT DATTA
and FRANCESCO LANZA DI SCALEA
• Analysis of Acoustic Wave Generation by Low Frequency Air-coupled Transducers
TOMASZ WANDOWSKI, MACIEJ RADZIENSKI, PAWEL MALINOWSKI and PAWEL KUDELA
• Ray Tracing Methodology for Elastic Wave Propagation Improve Simulation Applied to Aeronautic Composite Structures
FERNANDO SÁNCHEZ IGLESIAS, ANTONIO FERNÁNDEZ LÓPEZ
and ALFREDO GÜEMES GORDO
• Analyses by Global-Local Method of Ultrasonic Guided Waves Propagation in Pristine and Defective Plates for Accurate Quantitative SHM
MARGHERITA CAPRIOTTI, MINGYUE ZHANG, LUIS ESCALONA,
FRANCESCO LANZA DI SCALEA and ANTONINO SPADA
• Non-Destructive Evaluation of FSW Tool Plunge Depth in Thin Metallic Sheet Weld Using Ultrasonic Guided Waves
MANISH KUMAR MEHTA, GOVINDA GAUTAM, D. M. JOGLEKAR and D. K. DWIVEDI
• Application of Damage Detection of Steel Structure Lamb Wave Modal Superposition Imaging Based on Scanning Laser Vibration Measurement
ZIPING WANG, BINGQIAN LI, HANGRUI CUI, ANTONIO FERNÁNDEZ-LÓPEZ
and ALFREDO GÜEMES
• Active Sensing Using LDV and T-Shaped Arrays in Metallic Plates for Damage Localization
LUIS PAULO M. LIMA and GYUHAE PARK
• Wave Propagation and Damage Localization in Thick-Walled Hollow Cylinders Through Inner Sensing
YUANMAN ZHANG, SHENGBO SHAN and LI CHENG
• Ultrasonic Guided Waves-Based Nonlinear Autoregressive Defect Detection for Railway Tracks Using Fiber Bragg Grating Sensing
DA-ZHI DANG, YOU-WU WANG and YI-QING NI
• Debond Localization in Honeycomb Core Sandwich Composites Using A0 Guided Wave Mode
AUROVINDA KUMAR MITRA and DHANASHRI M. JOGLEKAR
• Lamb Wave Based Non Destructive Evaluation of Weld Quality in Thin Section Friction Stir Joints
GOVINDA GUAUTAM, MANISH KUMAR MEHTA, DHANASHRI M. JOGLEKAR
and DHEERENDRA KR. DWIVEDI

SPECIAL SESSION: HUMAN PERFORMANCE AND HUMAN-STRUCTURE INTERACTIONS
• Wireless Gait and Respiration Monitoring Using Nanocomposite Sensors
TAYLOR PIERCE, YUN-AN LIN and KENNETH J. LOH
• Measuring the Golf Swing Pattern Using Motion Tape for Feedback and Fault Detection
SHIH-CHAO HUANG, YUN-AN LIN, TAYLOR PIERCE, ELIJAH WYCKOFF
and KENNETH J. LOH
• Detecting Gait Abnormalities in Foot-Floor Contacts During Walking Through Footstep- Induced Structural Vibrations
YIWEN DONG, YUYAN WU and HAEYOUNG NOH
• Applying an Innovative User-Centric Co-Creation (UC3) Approach in Developing Intelligent Wearable Robots for Elderly Assistance: From a Transdisciplinary Lens
VIVIAN W. Q. LOU, CLIO Y. M. CHENG, KE CHEN, CALVIN K. L. OR, YONG HU and NING XI
• Improving Human Balance with Wearable Devices
YAFEI ZHAO, JIAMING CHEN and NING XI
• Emotion Recognition Using Footstep-Induced Floor Vibration Signals
YUYAN WU, YIWEN DONG, SUMER VAID, GABRIELLA M. HARARI and HAE YOUNG NOH
• Smart Sensing Technology and its Aid in Flood Data Analysis for Northern New Mexico
FERNANDO MOREU, TIMOTHY JACOB THIERGART, ALI MOHAMMADKHORASANI
and KAVEH MALEK
• Human-Machine Interfaces Using Augmented Reality
FERNANDO MOREU and KAVEH MALEK
• Energy Based Ultrasonic Techniques for Early Stage Damage Detection in Concrete Structures
SUKANYA BASU and SAPTARSHI SASMAL
• Quasi-static Component Generation of Guided Waves and Its Applications on Damage Detection
WEIBIN LI, CHANG JIANG, MINGXI DENG and XINLIN QING

SPECIAL SESSION: INSPECTING AND PRESERVING INFRASTRUCTURE THROUGH ROBOTIC EXPLORATION
• Autonomous Robotic Inspection based on Active Vision and Deep Reinforcement Learning
WEN TANG and MOHAMMAD R. JAHANSHAHI
• Robotic Ultrasonic Inspection of Large and Complex Structural Assets
ADAM GILMOUR, MORTEZA TABATABAEIPOUR, ROSS MCMILLAN,
KONSTANTINOS TZAFERIS, RORY HAMPSON, WILLIAM JACKSON, DAYI ZHANG, ALISTAIR LAWLEY, AASIM MOHAMED, CHARLES MACLEOD, ANTHONY GACHAGAN, STEPHEN G. PIERCE and GORDON DOBIE
• Reinforcement Learning-based Bridge Inspection Management
XIN ZHANG, MANUEL SALMERON, BENJAMIN E. WOGEN
• A Streamlining Remote Sensing and Digitalization Process for Bridge Inspection
ZHENHUA SHI, HAIBIN ZHANG, TARUTAL GHOSH MONDAL, BRYAN A. HARTNAGEL
and GENDA CHEN
• DamBotTM: An Unmanned Amphibious Vehicle for Earth Dam Outlet Inspection
JORDAN KLEIN, STEVEN BUNKLEY, CHARLES ELLISON, GARRY GLASPELL, KENNETH NILES, CAROLINE WEBB, RICHARD BROWN, CHARLES DICKERSON
and ANTON NETCHAEV
• Deep Learning-Based Corroded Crack Identification in Reinforced Concrete Using SCNet Model
YING XU and SIWEI ZHOU
• Structural Health Monitoring with Robot and Augmented Reality Teams
ALIREZA FATH, YI LIU, SCOTT TANCH, NICK HANNA, TIAN XIA and DRYVER HUSTON
• Augmented Reality with Live Video Streaming for Beyond Visual Line of Sight Inspection for a Steel Bridge
JOEL MURITHI RUNJI and GENDA CHEN
• Monitoring of Freezing Water or Melting Ice in Aircraft Fuel Tanks and Fuselages by Acoustic Emission
HELGE PFEIFFER, DAVID SEVENO, JOHAN REYNAERT, PIETER JAN JORDAENS,
ÖZLEM CEYHAN and MARTINE WEVERS
• Vibration Monitoring of Hydropower Systems
ANITA H. BROWN, BRIAN EICK, JIM WILCOSKI and CLAYTON THURMER
• “Gen III” Piezoelectric PMN-PZT Single Crystal Sensors and Actuators for Structural Health Monitoring Application
HYUN-JAE JOO, MOON-CHAN KIM and HO-YONG LEE
• Curing Monitoring of Composite Patch Using Electromechanical Impedance
JINSHAN WEN, JIANJIAN ZHU, YISHOU WANG and XINLIN QING

SPECIAL SESSION: INTEGRATING PHYSICS IN DATA-DRIVEN METHODS FOR SHM
• A Few-Shot Learning Framework for Rotor Unbalance and Shaft Crack Fault Diagnostic Based on Physics-Informed Neural Network
WEIKUN DENG, KHANH T. P. NGUYEN, CHRISTIAN GOGU, JEROME MORIO
and KAMAL MEDJAHER
• Evaluation of U-Net for Time-Domain Full Waveform Inversion Improvement
SHOAIB ANWAR, AUSTIN YUNKER, RAJ KETTIMUTHU, MARK A. ANASTASIO,
UMBERTO VILLA and JIAZE HE
• Physics-Informed Gaussian Processes for Wave Loading Prediction
DANIEL J. PITCHFORTH, ROBIN S. MILLS, TIMOTHY J. ROGERS, ULF T. TYGESEN
and ELIZABETH J. CROSS
• Fast Prediction of Dynamic Structural Response Using Reduced Basis Function Combined with Neural Network
JIXING CAO, SER-TONG QUEK, SHANLI ZHANG, CHI ZHANG, MINBO CAI and MICHAEL SI
• From Initial to Final State: Single Step Prediction of Structural Dynamic Response
LEI YUAN, YI-QING NI, SHUO HAO and WEI-JIA ZHANG
• Physics-Informed Transfer Learning in PBSHM: A Case Study on Experimental Helicopter Blades
J. POOLE, P. GARDNER, A. J. HUGHES, R. S. MILLS, A. DARDENO, N. DERVILIS
and K. WORDEN
• Partially Structured Gaussian Processes for Grey-Box Learning in SHM
M. R. JONES, D. J. PITCHFORTH and E. J. CROSS
• Physics-Informed Neural Networks for One- Step-Ahead Prediction of Dynamical Systems
MARCUS HAYWOOD-ALEXANDER and ELENI CHATZI
• Physics-Informed Guided Wavefield Data Completion
HARSHA VARDHAN TETALI and JOEL B. HARLEY
• Damage Identification for Plate Structures Using Transfer Learning Physics-Informed Neural Networks
WEI ZHOU and YONGFENG XU

SPECIAL SESSION: MULTIFUNCTIONAL MATERIAL AND METAMATERIAL STRUCTURES
• Temperature-Responsive and Passive Wireless Mechanical Metamaterial Sensors
VISHNU R. NAIDU, YUJIN PARK and KENNETH J. LOH
• Resistive Response of Carbon-Black-Epoxy Nanocomposites Upon Exposure to Moisture
RÉMY FAUCHE, HELGE PFEIFFER, DAVID SEVENO and MARTINE WEVERS
• Multifunctional Soft Transducer for Electrical and Optical Sensing Applied to Fatigue Crack Monitoring
HAN LIU, MATTHIAS KOLLOSCHE, SIMON LAFLAMME and DAVID R. CLARKE
• Recent Progress in Screen-Printed Smart Skin for Real-Time Load Detection in Structures
YU-JIN JUNG, HYE-KYOUNG JEON and SUNG-HWAN JANG
• Experimental Investigation on Flexural Vibration Control of Large-scale Reinforced Concrete Metaplates
JEWOO CHOI, TONGJUN CHO, SANG GEUN BAE and HYO SEON PARK
• Multifunctional Characterization of 3D Printed Structural Battery Composites for Battery Health Monitoring
YUEKUN CHEN and XIANGYANG DONG
• Identifying the Location of Cracks in Intelligent Carbon Based TRC Elements
MAHDI GABEN and YISKA GOLDFELD
• Sustainable Smart Self-Sensory Infrastructures for Leakage Detection
MEREL TANNOUS ABAYA and YISKA GOLDFELD
• Development of a Fiber-Shaped MLPerovskite Sensor for Structural Health Monitoring in Composites
LUCAS BRAGA CARANI, JAPHIA ROBINSON, MD. MOSTAFIZUR RAHMAN
and OKENWA OKOLI
• Fire Safety of Rechargeable Battery Energy Storage Systems: Present and Future Prospects
DANIEL DARNIKOWSKI and MAGDALENA MIELOSZYK
SPECIAL SESSION: NONLINEAR ACOUSTIC AND ULTRASONIC TECHNIQUES FOR STRUCTURAL HEALTH MONITORING
• Monitoring of Phase Transition in Frozen Soil Using the Nonlinear (SPC-1) Ultrasonic Technique
UMAR AMJAD, UDDAV GHIMIRE, HAMAD ALNUAIMI, TEJO BHEEMASETTI
and TRIBIKRAM KUNDU
• Non-Linear Signature in Ultrasonic Pulse- Echo Signal for Structural Health Monitoring of Fatigue Induced Composite Structures
HOSSAIN AHMED, ASEF ISHRAQ SADAF and SOURAV BANERJEE
• Ultrasonic Guided Wave Imaging Method Based on Particle Swarm Optimization for Composite Damage Monitoring
JIKANG YUE, XIAOBIN HONG, BIN ZHANG and ZONGQIANG LUO
• Nonlinear Guided Wave Mixing for Fatigue Damages Identification in Steel Pipe
RUI ZHANG, NING LI, SHULING GAO and YANAN YUE
• Assessment of Intermetallic Compounds within Dissimilar Joints Using Nonlinear Guided- Wave Features
MIMA MANSOUR, MOHAMMAD ALI FAKIH, FADI AL-BADOUR and SAMIR MUSTAPHA

SPECIAL SESSION: PROBABILISTIC SHM
• Closed Form Solution for SHM-Based Bayesian Reliability Assessment
STEFANO ZORZI, DANIEL TONELLI, ALESSANDRO LOTTI, MARCO BROCCARDO
and DANIELE ZONTA
• Metrological Validation of Non-Destructive Testing Techniques for Assessing the Condition State of Pre-Stressing Systems
STEFANO ZORZI, FRANCESCO ROSSI, DANIEL TONELLI, ALESSANDRO LOTTI
and DANIELE ZONTA
• Natural Frequency and Displacement Ratio Based Probabilistic Damage Identification for Bridges Using FE Model Update
YOSHIYUKI YAJIMA, MURTUZA PETLADWALA, TAKAHIRO KUMURA and CHUL-WOO KIM
• Inverse Reconstruction of Unsteady Aerodynamic Loads Acting on Railway Vehicles
SHUO HAO, SU-MEI WANG, ZHENG-WEI CHEN, WEI-JIA ZHANG and YI-QING NI
• Hybrid Probabilistic Deep Learning for Damage Identification
YANG ZHANG, YOU-WU WANG and YI-QING NI
• A Comparison of Value-based and Policy-based Reinforcement Learning for Monitoring in formed Railway Maintenance Planning
GIACOMO ARCIERI, CYPRIEN HOELZL, OLIVER SCHWERY, DANIEL STRAUB, KONSTANTINOS G. PAPAKONSTANTINOU and ELENI CHATZI
• Deep Learning based Pothole Monocular Depth Estimation and Segmentation Using 3D Scanner-Derived Depth Maps
RAHMAT ALI and YOUNG-JIN CHA
• On Metrics for Information Value Quantification
SEBASTIAN THÖNS, MAYANK CHADHA, ZHEN HU and MICHAEL D. TODD
• Enabling Robustness to Vehicle-Bridge Variability in Drive-By Bridge Health Monitoring through Physics-Informed Signal Decomposition
PEIYAO XU, JATIN AGGARWAL, HAE YOUNG NOH and JINGXIAO LIU
• Explainable Machine Learning Framework for Guided Waves Signal Reconstruction and Structural Health Monitoring Under Varying Operating and Environmental States
YIMING FAN and FOTIS KOPSAFTOPOULOS
• Magnetic-Driven Swimming Microrobots
JINGFAN CHEN, HANWEN HU and YA WANG

SPECIAL SESSION: RECENT ADVANCES ON DATA PROCESSING TECHNIQUES FOR ULTRASONICS-BASED SHM/NDE
• Ultrasonic Connected Probe for In-Service Monitoring of Pressure Equipment
NATALIA MARCIAL ALFARO, OLIVIER BARDOUX, DANIEL GARY, SOPHIE WASTIAUX, VALENTIN PERRET and HUGO CENCE
• Study of the Guided Wave Sensing by Hybrid Piezoelectric-FBG Approach
SULTAN AHAMAD, PAWEL H. MALINOWSKI, ROHAN SOMAN and TOMASZ WANDOWSKI
• Ultrasonic Multi-Hole Imaging Using Full Waveform Inversion
SHOAIB ANWAR, MD. AKTHARUZZAMAN, JOHN DAY and JIAZE HE
• Defect Identification in Concrete Using Deep Learning Technique on Nonlinear Ultrasonic Wave
TONGHAO ZHANG and DIDEM OZEVIN
• Experimental Study on Debonding Detection for Grouted Jacket Connection of an Off-Shore Wind Turbine Supporting Structure Specimen with PZT Patches
QIAN LIU, BIN XU, XINHAI ZHU, JIANG WANG and WEI HU

SPECIAL SESSION: RECENT SATELLITE-BASED STRUCTURAL HEALTH MONITORING OF STRUCTURES AND INFRASTRUCTURE
• Multi-Scale MT-InSAR Techniques for Structural Health Monitoring: Applications to the Italian Cultural Heritage Context
AMEDEO CAPRINO, GIANMARCO BONALDO, FILIPPO LORENZONI
and FRANCESCA DA PORTO
• Remote Structural Health Monitoring of Concrete Bridge Using InSAR: A Case Study
OTHMANE LASRI, PIER FRANCESCO GIORDANO and MARIA PINA LIMONGELLI
• Satellite Monitoring of Transportation Infrastructure
ISTEMI F. OZKAN, DANIEL CUSSON and SHAHROZ W. SHAIKH
• Satellite Multispectral and Infrared Imagery Analysis to Contextualize Bridge Structural Health Observations – A Study of the Samuel de Champlain Bridge in Montreal, Canada
HELEN STEWART and DANIEL CUSSON
• Technical Guidance on Satellite-based Deformation Monitoring of Bridges
DANIEL CUSSON and FERNANDO GREENE GONDI
• C-GMS, The Canadian Ground Motion Service-Assessment and Correction of Thermal Effects on Bridges
VALENTIN PONCOS and DANIEL CUSSON

SPECIAL SESSION: SEISMIC SHM FOR CIVIL STRUCTURES
• Coarse-to-Fine Seismic Assessment Based on Computer Vision
YANG XU, QIANGQIANG ZHANG and HUI LI
• Dynamic Behavior of Cabril Dam: Finite Element Model Calibration, Structural Health Monitoring (2008–2023) and Seismic Safety Assessment
SERGIO OLIVEIRA, ANDRE ALEGRE, RAFAEL RAMOS, JORGE PROENCA
and PAULO MENDES

• Damage Assessment in a Reinforced Concrete Structure under Quasi-Static Shear Loading Using OFDR-based Fibre-Optic Distributed Strain Monitoring 2619
ISMAIL HAMDI, SYLVAIN MAGNE, STÉPHANE ROUGEAULT, PHILIPPE MONGABURE, SANDRA VASIC, PIERRE-ETIENNE CHARBONNEL, FAN WANG,
ESTELLE HERVÉ-SECOURGEON and FRANÇOIS VOLDOIRE
• Seismic Resilience Assessment of Instrumented Buildings: A Performance-based Monitoring Approach
MILAD ROOHI and MILAD CHERAGHZADE
• Strain Sensing in Thin Composite Laminates with Embedded Fiber Bragg Grating Sensors
BRAYDEN ALLER, SERGIO PELLEGRINO, NATHAN KINKAID, JUAN MEJIA-ARIZA, RICHARD OTIS, PATRICK HON MAN CHAN and FRANCISCO PENA
• A Multi-Frequency Virtual Time-Reversal Technique for Impact Localization on Stiffened Woven Composite Structures Using A0 Mode Lamb Wave
XU ZENG, DESHUANG DENG, LEI YANG and ZHANJUN WU

SPECIAL SESSION: SHM TECHNOLOGY IN WIND TURBINES
• Radar-Based Structural Monitoring of Wind Turbines Blades: Field Results from Two Operational Wind Turbines
MORITZ MÄLZER, SEBASTIAN BECK, SERCAN ALIPEK, ELIAS REICHART, JOCHEN MOLL, VIKTOR KROZER, CHRISTOS OIKONOMOPOULOS, JÜRGEN KASSNER,
MANFRED HÄGELEN, THOMAS HEINECKE, BURKHARD CERBE, JONAS ROSE,
VESA KLUMPP, MARTIN BERGER and MARIO KOHL
• Separation of Physical from Mathematical Poles in Operational Modal Analysis Using Reduced, Reassembled Covariance Matrices
MARCEL WIEMANN, LUKAS BONEKEMPER, JONAS KAPPEL and PETER KRAEMER
• Tower Vibration-Based Icing Detection on Operational Wind Turbines
MUSTAPHA CHAAR, WOUT WEIJTJENS, YACINE BEL-HADJ and CHRISTOF DEVRIENDT
• Fleetwide Interface Fatigue Load Prediction of an Operational Offshore Wind Farm Using a Single Accelerometer and SCADA Data
FRANCISCO DE N. SANTOS, NYMFA NOPPE, WOUT WEIJTJENS and CHRISTOF DEVRIENDT
• A Concept of Radial Pseudo-Force for Damage Detection in Wind Turbine Towers
WEI XU, MAOSEN CAO, ZHONGQING SU and WIESLAW OSTACHOWICZ
• Development and Installation of a Robust and Reliable Research Structural Health Monitoring System for Grouted Joints of Offshore Wind Turbines
JONAS KAPPEL, MARCEL WIEMANN, JOHANNES KASGEN, MARCO JACKEL,
THOMAS MAETZ, JOCHEN MOLL, HOLGER HUHN and PETER KRAEMER
• Dimensionality Reduction of Active Vibration Data for Detection and Monitoring of Progressive Damage in Wind Turbine Blade
MADS ANKER FREMMELEV, PURIM LADPLI, ESBEN ORLOWITZ and NIKOLAOS DERVILIS
• Vibration Transmissibility as a Method of Damage Detection on Horizontal Axis Wind Turbine Blades
RACHEL HENDERSON, ANTHONY SINCLAIR and FAE AZHARI
• Joint Input and State Estimation of a Scaled Wind Turbine Model: An Experimental Study 2720
ZIMO ZHU and SONGYE ZHU
• Fatigue Evaluation of Offshore Wind Turbines Using In-Situ Strain Data
HOU QIAO, GUANGMING XU, CE SHEN, YONGLEI SU, WEI LI and CHUANRUI GUO
• Quantifiable Scour Detection for Offshore Wind Turbines Using Resonance Frequency Monitoring and a Digital Twin
MAXIMILLIAN WEIL, CARLOS SASTRE JURADO, MUSTAFA CHAAR, KRISTOF WINKLER, WOUT WEIJTJENS and CHRISTOF DEVRIENDT
• Developing Digital Twins of Dynamic Systems Using Vision Techniques, Multi-View Stitching, and Expansion Methods
JAVAD BAQERSAD, RASOUL ATASHIPOUR and FOROOGH ROUHOLLAHI
• Automated Operational Modal Analysis for the Monitoring of a Wind Turbine Blade
ANDRE TAVARES, DIOGO DRAPIER, EMILIO DI LORENZO, PETER ZOLTAN CSURCSIA, TIM DE TROYER, WIM DESMET and KONSTANTINOS GRYLLIAS
• Anomaly Detection in Offshore Wind Turbine Structures using Hierarchical Bayesian Modelling
SIMON M. SMITH, AIDAN J. HUGHES, TINA A. DARDENO, LAWRENCE A. BULL,
NIKOLAOS DERVILIS and KEITH WORDEN

• Wind Turbine Monitoring Using Optical Motion Magnification: Challenges and Opportunities
TYMON B. NIEDUZAK, NITIN N. KULKARNI, CHRISTOPHER NIEZRECKI
and ALESSANDRO SABATO

SPECIAL SESSION: STRUCTURAL MONITORING FOR THE SPACECRAFT STRUCTURES
• Effect of Space Environment on Structural Diagnostics
FUNMILOLA NWOKOCHA, ANDREI ZAGRAI and MARY ANDERSON
• Durability of Surface Mounted PZT and FBG Guided Wave Sensors Under Reusable Launch Vehicle Representative Thermal Cycling
LOIC MASTROMATTEO, LUDOVIC GAVERINA, JEAN-MICHEL ROCHE, FLORIAN LAVELLE and FRANCOIS-XAVIER IRISARRI
• A Structural Health Monitoring System for Impact and Damage Detection in Space Structures
MARIYA POZHANKA, ANDREI ZAGRAI, ISABELLA WELLS, RAMON ROMERO, AMRITA KUMAR, ROSHAN JOSEPH, CODY GRAY and FRANKLIN LI
• Flexible Multifunctional Structural Health Monitoring Systems for Inflatable Space Habitat Structures
FRANKLIN LI, SERENA WANG, ROSHAN JOSEPH and AMRITA KUMAR
• Satellite InSAR Technology for Displacements Monitoring of Bridges: A Comparison with Onsite Topographic Measurements and Uncertainty Quantification
ANDREA VALENTINI, DANIEL TONELLI, ALFREDO ROCCA, ALESSANDRO LOTTI, STEFANO ZORZI and DANIELE ZONTA

STATISTICAL METHODS AND MACHINE LEARNING
• On Engle-Granger Cointegration Using Treed Gaussian Processes
KEITH WORDEN and ELIZABETH J. CROSS
• A Decision Framework for Selecting Information-Transfer Strategies in Population-Based SHM
AIDAN J. HUGHES, JACK POOLE, NIKOLAOS DERVILIS, PAUL GARDNER
and KEITH WORDEN
• Enhancing Structural Health Monitoring with Machine Learning and Data Surrogates: A TCA-Based Approach for Damage Detection and Localization
R. S. BATTU, K. AGATHOS and E. PAPATHEOU
• On the Use of Model-Based Versus Data-Based Approaches for Virtual Sensing in SHM
EVANGELOS PAPATHEOU, KONSTANTINOS TATSIS, KONSTANTINOS AGATHOS, MARCUS HAYWOOD-ALEXANDER, NIKOLAOS DERVILIS and KEITH WORDEN
• Large-Span Bridge Strain Reconstruction Based on Bidirectional LSTM and ESN
YAN-KE TAN, YU-LING WANG, YI-QING NI, QI-LIN ZHANG and YOU-WU WANG
• Sharing Information Between Machine Tools to Improve Surface Finish Forecasting
D. R. CLARKSON, L. A. BULL, T. A. DARDENO, C. T. WICKRAMARACHCHI, E. J. CROSS, T. J. ROGERS, K. WORDEN, N. DERVILIS and A. J. HUGHES
• An Ensemble Learning-Based Alert Trigger System for Predictive Maintenance of Assets with In-Situ Sensors
• DAN AO, GUGA GUGARATSHAN, DAKOTA BARTHLOW, SARAH MIELE, JERI BOUNDY
and JAMES WARREN
• Hierarchical Bayesian Modelling of a Family of FRFs
TINA A. DARDENO, LAWRENCE A. BULL, ROBIN S. MILLS, NIKOLAOS DERVILIS
and KEITH WORDEN
• Towards Multilevel Modelling of Train Passing Events on the Staffordshire Bridge
LAWRENCE A. BULL, CHIHO JEON, MARK GIROLAMI, ANDREW DUNCAN,
JENNIFER SCHOOLING and MIGUEL BRAVO HARO
• Predicting Axial Stress in Continuous Welded Rails Using Machine Learning
MATTHEW BELDING, ALI ENSHAEIAN and PIERVINCENZO RIZZO
• Enhancement of Structural Health Monitoring Framework on Beams based on k-Nearest Neighbor Algorithm
WAEL A. ALTABEY, MOHAMMAD NOORI, ZHISHEN WU, AHMED SILIK
and VASILIS SARHOSIS

SYSTEM IDENTIFICATION AND STRUCTURAL DYNAMICS
• Incorporating Modal Testing into Dynamic Load Identification from Structural Vibration Measurement
YUANCHEN ZENG, ALFREDO NÚÑEZ and ZILI LI
• Research on Modal Identification of High- Speed Maglev Guideway Structure Based on Data Fusion and Genetic Algorithm
JINGYU HUANG, ZIYANG ZHANG, XIAONONG WANG and YUHAO ZHENG
• Rail Roughness Identification Via On-Board Acceleration Data and Bayesian Filtering
CHARIKLEIA D. STOURA, VASILIS K. DERTIMANIS and ELENI N. CHATZI
• Interaction between Mass and Stiffness Parameters of Connections for Structural Parameter Estimation of a Steel Grid
MILAD MEHRKASH and ERIN SANTINI-BELL
• Uncertainty Laws of MIMO Modal Identification
BINBIN LI and PEIXIANG WANG
• Continuous-Time State-Space Neural Network and Its Application in Modeling of Forced-Vibration Systems
HONG-WEI LI, YI-QING NI, YOU-WU WANG, ZHENG-WEI CHEN and EN-ZE RUI
• System Identification Via Auto-Encoders: A Comparison between Data-Driven and Physics-Informed Solutions
ROBERTA CUMBO, ROBERTO MORELLI, ALESSANDRO NICOLOSI and ABHISHEK KUMAR
• Vertical System Identification of a 52-Story High-Rise Building Using Seismic Accelerations
VIVIANA VELA, ERTUGRUL TACIROGLU and MONICA KOHLER
• Physics-Informed Neural Network for Nonlinear Structural System Identification
TONG LIU and HADI MEIDANI
• Improving Hybrid Model Accuracy for Structural Analysis: The Effects of Parameterized Joint Stiffness on System Equivalent Model Mixing
KANG-JAE PARK and YONG-HWA PARK
• Damage Localization in an Aluminum Plate Using Built-In Piezo-electric Sensor Induced Ultrasonic Signals
KAI JUN CHEN, GALEN JIANG, RUIDE “READER” WANG, EVAN HEDDING, SANJOT “SUNNY” SINGH, DANIEL OLUWALANA, JOONGHYUN LEE, NEILABJO MAITRA, ISAIAH COLOBONG, SAMAN FARHANGDOUST, SHABBIR AHMED and FU-KUO CHANG

Author Index