Mohammad R. Jahanshahi

Purdue University West Lafayette — United States

Engineering · Physical Sciences

28h-index4.5kcitations103works2.22yr avg
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Research Topics

Infrastructure Maintenance and Monitoring(58), Structural Health Monitoring Techniques(30), Non-Destructive Testing Techniques(25), Industrial Vision Systems and Defect Detection(20), Concrete Corrosion and Durability(12)

Publications103 total

Unsupervised anomaly detection based on deep autoencoders, information fusion, and active sensing
Structural Health Monitoring·2026
Investigating Consistency among Bridge Inspectors Using Simulated Virtual Reality Testbeds
Journal of Bridge Engineering·2025
SAFNet: Artificial Intelligence–Based Multisource Heterogeneous Data Fusion for Comprehensive Building Attribute Prediction
ASCE OPEN Multidisciplinary Journal of Civil Engineering·2025Open Access
Physics-Informed Machine Learning for Hybrid Digital Twin–Enhanced Damage Detection and Localization
Journal of Engineering Mechanics·2025
Uncertainty-Aware Autonomous Robotic Inspection Based on Active Vision and Deep Reinforcement Learning
2025Open Access
Structural Damage Identification Using Physics-Informed Neural Network and Transfer Learning
2025Open Access
Physics-Informed Machine Learning-Driven Structural Digital Twin for Damage Identification
2025Open Access
Affordable, Autonomous, and Comprehensive Road Condition Assessment Using RGB-D Sensors: Enhancing Pavement Condition Evaluation
IEEE Transactions on Intelligent Transportation Systems·2025· 1 cited
Time-frequency informed stacked long short-term memory-based generative adversarial network for missing data imputation in sensor networks
Engineering Applications of Artificial Intelligence·2025· 3 cited
CorFormer: a hybrid transformer-CNN architecture for corrosion segmentation on metallic surfaces
Machine Vision and Applications·2025· 9 cited
Physics-Informed Machine Learning for Advanced StructuralDamage Detection and Localization
2025Open Access
Effective structural impact detection and localization using convolutional neural network and Bayesian information fusion with limited sensors
Mechanical Systems and Signal Processing·2024· 8 cited
Quantifying the Impact of Sensor Degradation on Structural Damage Detection in Deep Space Habitats
2024
Sensor Fault Detection in Smart Extraterrestrial Habitats Using Unsupervised Learning
AIAA Journal·2024· 6 cited
Active perception based on deep reinforcement learning for autonomous robotic damage inspection
Machine Vision and Applications·2024· 9 cited
Mapping Planted Forests in the Korean Peninsula Using Artificial Intelligence
Forests·2024· 1 citedOpen Access
Advanced Anomaly Detection in Structural Health Monitoring Data Using Vision Transformer and Multi-Domain Feature Fusion
SSRN Electronic Journal·2024· 1 citedOpen Access
REVOLUTIONIZING ROAD MAINTENANCE: A DATA FUSION AND AI-BASED APPROACH
2023· 1 cited
ENHANCING DEEP LEARNING-BASED DAMAGE SEGMENTATION WITH DEPTH HALLUCINATION
2023
AUTONOMOUS ROBOTIC INSPECTION BASED ON ACTIVE VISION AND DEEP REINFORCEMENT LEARNING
2023· 1 citedOpen Access
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Frequent Co-authors

Sami F. Masri(15), Fu‐Chen Chen(7), Rih‐Teng Wu(7), Tarutal Ghosh Mondal(7), Mohamed H. Abdelbarr(4), Gaurav S. Sukhatme(3), Burçin Becerik-Gerber(3), Elisa Bertino(3), Yulu Luke Chen(3), Uvais Qidwai(3), Srinath Shiv Kumar(2), Dulcy M. Abraham(2), Tom Iseley(2), Curtis Padgett(2), Farrokh Jazizadeh(2), Chris Joffe(2), Zheng Yi Wu(2), Ankush Singla(2), Fabio Semperlotti(2), Amir Golroo(2)