Faculty profile

Ayan Sadhu

ResearcherCivil and Environmental EngineeringWestern University

This profile is built from public research funding records (CIHR, NSERC and SSHRC) and PubMed. We have not imported them from a Western University directory, so their courses and email address may be missing. Find their university profile.

Ayan Sadhu

Researcher

Civil and Environmental Engineering

Engineering

Western University

London, Ontario, Canada

Supervision signals

Has led research grants, which requires an independent research appointment. Ask their department whether they supervise graduate students.
10 publications in the last five years, latest in 2025.
Senior (last) author on 9 recent papers, a sign of leading a research group.
Principal investigator on 12 research grants (12 NSERC), most recently in 2025.

These signals come from public records, including CIHR, NSERC and SSHRC funding decisions. Ask the professor or the graduate program whether they are taking new students.

Academic metrics

Publications

Collaborators

Grants

Publications by year

Counts cover the publications linked to this profile. Citations and the h-index appear when the source records them.

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Signals and details

Research

Artificial intelligence Pattern recognition Structural health monitoring Damage detection Bridge health monitoring Multiclass identification Signal processing Structural dynamics

Latest papers

Hybrid Time-Frequency Analysis for Micromobility-Based Indirect Bridge Health Monitoring.
Sensors (Basel, Switzerland) · 2025 · senior author
Advanced deep learning framework for underwater object detection with multibeam forward-looking sonar.
Structural health monitoring · 2025 · senior author
Experimental Evaluation of Compressive Properties of Early-Age Mortar and Concrete Hollow-Block Masonry Prisms within Construction Stages.
Materials (Basel, Switzerland) · 2024 · senior author

All 11 publications

Latest funding

Advanced autonomous augmented reality sensing system for construction digitization
NSERC · 2025 · Principal investigator
$120,000
Smart Structural Condition Monitoring Technology for Masonry Structures using Non-Contact Sensing
NSERC · 2025 · Principal investigator
$219,000
Construction and Maintenance Sector Digitization of Transport Infrastructure
NSERC · 2025 · Principal investigator
$93,000

All 13 grants and awards

11 publications.

Hybrid Time-Frequency Analysis for Micromobility-Based Indirect Bridge Health Monitoring.

Singh P, Agarwal H, Sadhu A

Sensors (Basel, Switzerland)2025Senior author

DOI: 10.3390/s25247482 PMID: 41471477

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

Ge L, Singh P, Sadhu A

Structural health monitoring2025Senior author

DOI: 10.1177/14759217241235637 PMID: 40621572

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

Abasi A, Banting B, Sadhu A

Materials (Basel, Switzerland)2024Senior author

DOI: 10.3390/ma17163970 PMID: 39203148

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

Carter E, Sakr M, Sadhu A

Sensors (Basel, Switzerland)2024Senior author

DOI: 10.3390/s24051609 PMID: 38475145

Automated crack identification in structures using acoustic waveforms and deep learning.

Barbosh M, Ge L, Sadhu A

Journal of infrastructure preservation and resilience2024Senior author

DOI: 10.1186/s43065-024-00102-2 PMID: 39140005

Machine Learning-Assisted Improved Anomaly Detection for Structural Health Monitoring.

Samudra S, Barbosh M, Sadhu A

Sensors (Basel, Switzerland)2023Senior author

DOI: 10.3390/s23073365 PMID: 37050425

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

Dunphy K, Fekri MN, Grolinger K, Sadhu A

Sensors (Basel, Switzerland)2022Senior author

DOI: 10.3390/s22166193 PMID: 36015955

Multivariate empirical mode decomposition-based structural damage localization using limited sensors.

Sony S, Sadhu A

Journal of vibration and control : JVC2022Senior author

DOI: 10.1177/10775463211006965 PMID: 35844250

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

Kaartinen E, Dunphy K, Sadhu A

Sensors (Basel, Switzerland)2022Senior author

DOI: 10.3390/s22124610 PMID: 35746392

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

Ranyal E, Sadhu A, Jain K

Sensors (Basel, Switzerland)2022

DOI: 10.3390/s22083044 PMID: 35459034

Advanced autonomous augmented reality sensing system for construction digitization

Principal investigatorNSERC2025Mitacs Accelerate

Principal investigators: Sadhu, Ayan

Keywords: Structural engineering; Construction, urban and rural planning

$120,000

Smart Structural Condition Monitoring Technology for Masonry Structures using Non-Contact Sensing

Principal investigatorNSERC2025Advantage

Principal investigators: Sadhu, Ayan

Keywords: Structural engineering; Engineering

$219,000

Construction and Maintenance Sector Digitization of Transport Infrastructure

Principal investigatorNSERC2025Advantage

Principal investigators: Sadhu, Ayan

Keywords: Construction methods; Construction, transportation and communications

$93,000

Remote and autonomous structural health monitoring system of concrete dams

Principal investigatorNSERC2024Alliance Grants

Principal investigators: Sadhu, Ayan A

Keywords: acoustic sensing; artificial intelligence; damage detection; diagnosis and maintenance; drone technology; instrumentation; structural health monitoring; time-series

$40,000

Automated fault detection in commercial refrigeration systems

Principal investigatorNSERC2024Alliance Grants

Principal investigators: Sadhu, Ayan A

Keywords: artificial intelligence; big data; deep learning methods; fault detection; leak detection; machine learning techniques; pattern recognition; refrigeration systems; supermarkets

$40,000

Towards improved stability of early-age masonry walls using temporary bracing at the construction stage

Principal investigatorNSERC2024Alliance Grants

Principal investigators: Sadhu, Ayan A

Keywords: early-age masonry properties; experimental testing; finite element modeling; masonry construction; masonry structure; reinforced masonry; structural testing

$40,000

Smart civil infrastructure system for next generation nuclear power plants

Co-investigatorNSERC2024Alliance Grants

Principal investigators: Hossain, Khandaker Muhammed Anwar KMA

Keywords: artificial intelligence; infrastructure management; life-cycle analysis and durability; multi-functional concrete composites; next generation nuclear power plants; radiation shielding; smart sensing/monitoring technology; structural components and analysis; structural health monitoring

$56,000

Artificial intelligence-assisted smart robotic pipeline health monitoring system

Principal investigatorNSERC2022Alliance Grants

Principal investigators: Sadhu, Ayan AS

$24,270

Next-generation Indirect Bridge Health Monitoring Technology

Principal investigatorNSERC2022Discovery Grants Program - Individual

Principal investigators: Sadhu, Ayan

Keywords: bridge health monitoring; damage detection; structural health monitoring; vibration; signal processing; artificial intelligence; structural dynamics; system identification; multiclass identification; pattern recognition

$93,000

Smart and Sustainable Civil Infrastructure

Principal investigatorNSERC2022Canada Research Chairs

Principal investigators: Sadhu, Ayan

Keywords: Structural health monitoring; Infrastructure management; Smart infrastructure; Damage identification; Pattern recognition; Data mining; Instrumentation; Sensing technology; Sustainability and resiliency

$95,000

From CIHR, NSERC and SSHRC funding decisions: CIHR since 2008, NSERC since 1991 and SSHRC since 1998, including their latest published competition results.

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Ayan Sadhu

Research

Latest papers

Latest funding

Hybrid Time-Frequency Analysis for Micromobility-Based Indirect Bridge Health Monitoring.

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

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

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

Automated crack identification in structures using acoustic waveforms and deep learning.

Machine Learning-Assisted Improved Anomaly Detection for Structural Health Monitoring.

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

Multivariate empirical mode decomposition-based structural damage localization using limited sensors.

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

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

Advanced autonomous augmented reality sensing system for construction digitization

Smart Structural Condition Monitoring Technology for Masonry Structures using Non-Contact Sensing

Construction and Maintenance Sector Digitization of Transport Infrastructure

Remote and autonomous structural health monitoring system of concrete dams

Automated fault detection in commercial refrigeration systems

Towards improved stability of early-age masonry walls using temporary bracing at the construction stage

Smart civil infrastructure system for next generation nuclear power plants

Artificial intelligence-assisted smart robotic pipeline health monitoring system

Next-generation Indirect Bridge Health Monitoring Technology

Smart and Sustainable Civil Infrastructure

Frequent collaborators

Katarina Grolinger