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Mehran Eskandari Torbaghan

University of Birmingham

Edgbaston, B15 2TT

United Kingdom

  • University of Birmingham

SCHOLARLY PAPERS

3

DOWNLOADS

368

TOTAL CITATIONS

0

Scholarly Papers (3)

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1.

Physics-Enhanced Machine Learning for Predicting International Roughness Index on Flexible Pavements Considering Uncertainty

Downloads 163 (461,984)

Physics-Enhanced Machine Learning for Predicting International Roughness Index on Flexible Pavements Considering Uncertainty

Number of pages: 30 Posted: 22 Aug 2024
Kun Chen, Mehran Eskandari Torbaghan, Nick Thom and Asaad Faramarzi
University of Birmingham, University of Birmingham, University of Nottingham and University of Birmingham
Downloads 89 (755,041)

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Machine Learning, Physics-enhanced Machine Learning, Physics-based Simulation, Pavement Performance Prediction

Physics-Enhanced Machine Learning for Predicting International Roughness Index on Flexible Pavements Considering Uncertainty

Number of pages: 30 Posted: 19 Jun 2024
Kun Chen, Mehran Eskandari Torbaghan, Nick Thom and Asaad Faramarzi
University of Birmingham, University of Birmingham, University of Nottingham and University of Birmingham
Downloads 74 (863,736)

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Machine Learning, Physics-enhanced ML, Physics-based simulation modelling, Uncertainty Quantification, Road Condition Prediction, Digital Twins

2.

Urban Transport - Placing Transport Justice in the Context of Sustainability for Designing User-Centric Transport Strategies

Number of pages: 37 Posted: 14 Feb 2022
Manu Sasidharan, Yasmin Fathy, Mehran Eskandari Torbaghan, Chris DF Rogers, Nicole Metje and Jennifer Schooling
University of Cambridge, University of Cambridge, University of Birmingham, University of Birmingham, University of Birmingham and University of Cambridge
Downloads 141 (521,245)

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Cities, Urban Transport, sustainability, transport justice, travel behaviour, cost-benefit analysis

3.

Digital Twin Driven Pavement Deterioration Forecasting: Explainable Route Level Predictions from Automated Survey Data

Number of pages: 47 Posted: 21 Jul 2025
Jonathan Corker, Mehran Eskandari Torbaghan, R. Remenyte-Prescott and J. Ninić
University of Birmingham, University of Birmingham, University of Nottingham and University of Birmingham
Downloads 64 (933,592)

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Digital Twins, Explainable AI, Automated Condition Survey, Deterioration Modelling, Pavement Management