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Nick Thom

University of Nottingham

University Park

Nottingham, NG8 1BB

United Kingdom

  • University of Nottingham

SCHOLARLY PAPERS

2

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188

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0

Scholarly Papers (2)

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1.

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

Downloads 165 (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 76 (863,736)

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

2.

Characterisation of Temperature and Loading Rate Dependent Bond Strength on the Bitumen-Aggregate Interface Using Direct Shear Test

Number of pages: 14 Posted: 22 Mar 2023
Linglin Li, Mansheng Dong, Benqin Sun and Nick Thom
Hefei University of Technology, Hefei University of Technology, Hefei University of Technology and University of Nottingham
Downloads 23 (1,411,822)

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bitumen-aggregate interface, cohesive and adhesive debonding, master curve of bond strength, temperature and loading rate dependence