Mehran Eskandari Torbaghan

University of Birmingham — United Kingdom

Engineering · Physical Sciences

13h-index563citations45works5.22yr avg
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Research Topics

Infrastructure Maintenance and Monitoring(18), Asphalt Pavement Performance Evaluation(12), Geophysical Methods and Applications(4), Underground infrastructure and sustainability(4), Integrated Energy Systems Optimization(3)

Publications45 total

Data-driven safety management of worker-equipment interactions using visual relationship detection and semantic analysis
Automation in Construction·2025· 3 cited
Digital Twin Driven Pavement Deterioration Forecasting: Explainable Route Level Predictions from Automated Survey Data
SSRN Electronic Journal·2025Open Access
Physics-guided neural network for predicting international roughness index on flexible pavements considering accuracy, uncertainty and stability
Engineering Applications of Artificial Intelligence·2024· 17 citedOpen Access
Automated quantification of crack length and width in asphalt pavements
Computer-Aided Civil and Infrastructure Engineering·2024· 13 citedOpen Access
Numerically simulating the interconnected nature of the road-soil-pipe infrastructure
Results in Engineering·2024· 5 citedOpen Access
A Machine Learning based approach to predict road rutting considering uncertainty
Case Studies in Construction Materials·2024· 10 citedOpen Access
An Automated 3D Crack Severity Assessment Using Surface Data for Improving Flexible Pavement Maintenance Strategies
IEEE Transactions on Intelligent Transportation Systems·2024· 6 citedOpen Access
Application of Machine Learning within an Asset Management Framework for Realizing the Impact of Trenching in Urban Environments
2024· 1 cited
Harvesting electricity from road traffic noise energy – a literature review
Proceedings of the Institution of Civil Engineers - Transport·2024· 2 citedOpen Access
Physics-Enhanced Machine Learning for Predicting International Roughness Index on Flexible Pavements Considering Uncertainty
SSRN Electronic Journal·2024Open Access
Physics-Enhanced Machine Learning for Predicting International Roughness Index on Flexible Pavements Considering Uncertainty
SSRN Electronic Journal·2024Open Access
Semi-automatic crack width measurement using an OrthoBoundary algorithm
Automation in Construction·2023· 33 cited
Investigating the Effectiveness of Fourier Transform Infrared Spectroscopy (FTIR) as an Antifraud Approach for Modified Epoxy Asphalt Mixes in Developing Countries
Sustainability·2023· 2 citedOpen Access
Designing user-centric transport strategies for urban road space redistribution
Communications in Transportation Research·2023· 8 citedOpen Access
City infrastructure ontologies
Computers Environment and Urban Systems·2023· 16 citedOpen Access
A GIS based approach for predicting pavement deterioration on the UK road network.
2023Open Access
Condition Modeling of Railway Drainage Pipes
Journal of Infrastructure Systems·2022· 4 citedOpen Access
A rational framework for post-flood road network condition recovery
Infrastructure Asset Management·2022· 4 citedOpen Access
Meeting sustainable development goals via robotics and autonomous systems
Nature Communications·2022· 82 citedOpen Access
Preparing Students for a Digitized Future
IEEE Transactions on Education·2022· 16 citedOpen Access
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Frequent Co-authors

Michael Burrow(15), Manu Sasidharan(12), C. D. F. Rogers(7), Nicole Metje(7), Gurmel S. Ghataora(5), David N. Chapman(4), Kun Chen(4), Nick Thom(4), Asaad Faramarzi(4), Dexter V. L. Hunt(4), Jiupeng Zhang(3), Giulio Curioni(3), Phil Purnell(2), Bilal Kaddouh(2), Wenda Li(2), Ajit Singh(2), Ajith Kumar Parlikad(2), Zhe Li(2), Yi Miao(2), Álvaro García(2)