Ayan Sadhu

Work

Western University
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Canada Research Chair and Associate Professor

Canada

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Education

University of Waterloo
Canada

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PhD

Indian Institute of Technology Kanpur
India

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MTech

Jadavpur University
India

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BE

Publications

Performance Evaluation of Various Time Series Data Augmentation Techniques for Structural Vibration Application

Summary

book-chapter

Decentralized operational modal identification using drone-mounted vision system via homography transformation

Published by

Engineering Structures

Summary

journal-article

Leveraging One-Dimensional Deep Learning for Robust Leak Detection in Water Distribution Systems Using Acceleration Data

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Journal of Pipeline Systems Engineering and Practice

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journal-article

Robust and efficient dual-graph neural networks for structural damage detection and localization

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Engineering Structures

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journal-article

Fiducial marker-based decentralized computer vision for structural modal identification

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Journal of Sound and Vibration

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journal-article

Advanced deep learning framework for underwater object detection with multibeam forward-looking sonar

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Structural Health Monitoring

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journal-article

Expert evaluation system for pothole defect detection

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Expert Systems with Applications

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journal-article

Wavelet packet transformation-based improved acoustic emission method for structural damage identification

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Smart Materials and Structures

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journal-article

Drone-Based 3D Model Reconstruction of Roadways: A Case Study

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book-chapter

A systematic literature review of unmanned underwater vehicle-based structural health monitoring technologies

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Journal of Infrastructure Intelligence and Resilience

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journal-article

Improved bridge modal identification from vibration measurements using a hybrid empirical Fourier decomposition

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Journal of Sound and Vibration

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journal-article

Remote collaborative framework for real-time structural condition assessment using Augmented Reality

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Advanced Engineering Informatics

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journal-article

Towards vision-based structural modal identification at low frame rate using blind source separation

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Journal of Infrastructure Intelligence and Resilience

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journal-article

Experimental Evaluation of Compressive Properties of Early-Age Mortar and Concrete Hollow-Block Masonry Prisms within Construction Stages

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Materials

Summary

journal-article

Experimental Evaluation of Compressive Properties of Early-Age Mortar and Concrete Hollow-Block Masonry Prisms within Construction Stages

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Materials

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journal-article

Improved acoustic source localization method for crack identification in structures

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Applied Acoustics

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journal-article

Toward Prediction of Energy Consumption Peaks and Timestamping in Commercial Supermarkets Using Deep Learning

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Energies

Summary

journal-article

Toward Prediction of Energy Consumption Peaks and Timestamping in Commercial Supermarkets Using Deep Learning

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Energies

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journal-article

Augmented Reality-Based Real-Time Visualization for Structural Modal Identification

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Sensors

Summary

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Augmented Reality-Based Real-Time Visualization for Structural Modal Identification

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Sensors

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journal-article

Recent progress and future outlook of digital twins in structural health monitoring of civil infrastructure

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Smart Materials and Structures

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journal-article

Precision Leak Detection in Supermarket Refrigeration Systems Integrating Categorical Gradient Boosting with Advanced Thresholding

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Energies

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journal-article

Precision Leak Detection in Supermarket Refrigeration Systems Integrating Categorical Gradient Boosting with Advanced Thresholding

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Energies

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A Benchmark Data Set for Vision-Based Traffic Load Monitoring in a Cable-Stayed Bridge

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Journal of Bridge Engineering

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journal-article

Recent Development of 3D-Printing Technology in Construction Engineering

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Practice Periodical on Structural Design and Construction

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journal-article

Automated pothole condition assessment in pavement using photogrammetry-assisted convolutional neural network

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International Journal of Pavement Engineering

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journal-article

Contact point response-based indirect bridge health monitoring using robust empirical mode decomposition

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Journal of Sound and Vibration

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journal-article

Visualization of structural health monitoring information using Internet-of-Things integrated with building information modeling

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Journal of Infrastructure Intelligence and Resilience

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Machine Learning-Assisted Improved Anomaly Detection for Structural Health Monitoring

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Sensors

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Machine Learning-Assisted Improved Anomaly Detection for Structural Health Monitoring

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Sensors

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Automated multiclass structural damage detection and quantification using augmented reality

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Journal of Infrastructure Intelligence and Resilience

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Evaluation of tensile properties of early-age concrete-block masonry assemblages

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Construction and Building Materials

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journal-article

Recent Advancements and Future Trends in Indirect Bridge Health Monitoring

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Practice Periodical on Structural Design and Construction

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journal-article

Towards the effect of climate change in structural loads of urban infrastructure: A review

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Sustainable Cities and Society

Summary

journal-article

A Review of Data Management and Visualization Techniques for Structural Health Monitoring Using BIM and Virtual or Augmented Reality

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Journal of Structural Engineering

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journal-article

Multiclass damage detection in concrete structures using a transfer learning‐based generative adversarial networks

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Structural Control and Health Monitoring

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journal-article

Recent advancement of concrete dam health monitoring technology: A systematic literature review

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Structures

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journal-article

Data Augmentation for Deep-Learning-Based Multiclass Structural Damage Detection Using Limited Information

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Sensors

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Data Augmentation for Deep-Learning-Based Multiclass Structural Damage Detection Using Limited Information

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Sensors

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journal-article

Multivariate empirical mode decomposition–based structural damage localization using limited sensors

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Journal of Vibration and Control

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journal-article

Performance Evaluation of Blind Modal Identification in Large-Scale Civil Infrastructure

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Infrastructures

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Performance Evaluation of Blind Modal Identification in Large-Scale Civil Infrastructure

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Infrastructures

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Optimization of a Non-Traditional Vibration Absorber for Vibration Suppression and Energy Harvesting

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Vibration

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journal-article

Optimization of a Non-Traditional Vibration Absorber for Vibration Suppression and Energy Harvesting

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Vibration

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journal-article

LiDAR-Based Structural Health Monitoring: Applications in Civil Infrastructure Systems

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Sensors

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journal-article

LiDAR-Based Structural Health Monitoring: Applications in Civil Infrastructure Systems

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Sensors

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journal-article

Road Condition Monitoring Using Smart Sensing and Artificial Intelligence: A Review

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Sensors

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journal-article

Road Condition Monitoring Using Smart Sensing and Artificial Intelligence: A Review

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Sensors

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Monitoring the strength properties of electrokinetically treated soil by bender elements to determine the treatment period

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Soils and Foundations

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journal-article

Investigation of vibration data-based human load monitoring system

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Structural Health Monitoring

Summary

journal-article

An improved time-varying empirical mode decomposition for structural condition assessment using limited sensors

Published by

Engineering Structures

Summary

journal-article

Time–frequency decomposition-assisted improved localization of proximity of damage using acoustic sensors

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Smart Materials and Structures

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journal-article

Experimental and numerical investigation of tensile properties of early-age masonry

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Materials and Structures

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journal-article

Empirical mode decomposition and its variants: a review with applications in structural health monitoring

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Smart Materials and Structures

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journal-article

A Comparison of Time-Frequency Methods for Real-Time Application to High-Rate Dynamic Systems

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Vibration

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journal-article

A Comparison of Time-Frequency Methods for Real-Time Application to High-Rate Dynamic Systems

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Vibration

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journal-article

Toward Compressed Sensing of Structural Monitoring Data Using Discrete Cosine Transform

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Journal of Computing in Civil Engineering

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journal-article

Evaluation of progressive damage in structures using tensor decomposition-based wavelet analysis

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Journal of Vibration and Control

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journal-article

Multicomponent energy assessment of buildings using building information modeling

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Sustainable Cities and Society

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journal-article

A literature review of next-generation smart sensing technology in structural health monitoring

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Structural Control and Health Monitoring

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journal-article

Condition assessment of structure with tuned mass damper using empirical wavelet transform

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Journal of Vibration and Control

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journal-article

Multisensor-based hybrid empirical mode decomposition method towards system identification of structures

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Structural Control and Health Monitoring

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journal-article

Initial service life data towards structural health monitoring of a concrete arch dam

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Structural Control and Health Monitoring

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journal-article

A decentralized blind source separation algorithm for ambient modal identification in presence of narrowband disturbances

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Structural Control and Health Monitoring

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