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J. Ninić

University of Birmingham

Edgbaston, B15 2TT

United Kingdom

  • University of Birmingham

SCHOLARLY PAPERS

7

DOWNLOADS

575

TOTAL CITATIONS

6

Scholarly Papers (7)

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1.

Adaptive Design and Sustainability Assessment for Prefabricated Metro Station

Number of pages: 44 Posted: 27 Sep 2022
M.Q. Huang, X.L. Chen, J. Ninić, Y. Bai and Eric Zhang
Monash University, Monash University, University of Birmingham, Monash University and Monash University
Downloads 138 (534,155)

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Building information modelling (BIM), prefabrication, modular construction, carbon emission reduction, metro station, sustainability assessment

2.

Sam-Based Instance Segmentation Models for the Automation of Structural Damage Detection

Number of pages: 47 Posted: 07 Mar 2024
Zehao Ye, Lucy Lovell, Asaad Faramarzi and J. Ninić
University of Birmingham, University of Birmingham, University of Birmingham and University of Birmingham
Downloads 129 (561,789)
Citation 3

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crack detection, masonry, SAM, crack size estimation, dataset

3.

Sam4tun: No-Training Model for Tunnel Lining Point Cloud Component Segmentation

Number of pages: 54 Posted: 04 Nov 2024
Zehao Ye, Wei Lin, Asaad Faramarzi, Xiongyao Xie and J. Ninić
University of Birmingham, Tongji University, University of Birmingham, Tongji University and University of Birmingham
Downloads 106 (659,652)

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Tunnel lining, Zero-shot model, Point cloud segmentation, Segment Anything Model, Prompt engineering

4.

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

5.

Automatic Integration of Building Data into Large-Scale Numerical Simulations

Number of pages: 37 Posted: 19 Feb 2025
Hoang-Giang Bui, Ba Trung Cao, J. Ninić, Markus Nösges and Günther Meschke
affiliation not provided to SSRN, affiliation not provided to SSRN, University of Birmingham, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 59 (970,490)

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BIM, City Model, Tunnel Simulation, CutFEM, Building model

6.

Quantifying Structural Deterioration for Sustainable Development: The Importance of Climate Adaptation of Existing Critical Infrastructure

Number of pages: 36 Posted: 15 Feb 2025
Nadiia Kopiika, Peter Robery, J. Ninić and Stergios-Aristoteles Mitoulis
University of Birmingham, University of Birmingham, University of Birmingham and University of Birmingham
Downloads 42 (1,170,409)
Citation 3

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deterioration, Corrosion, climate change, long-term operated structures, RC structures, resilience

7.

Prioritisation for Sustainable and Resilient Critical Infrastructure Reconstruction in Conflict-Affected Regions

Number of pages: 29 Posted: 03 Sep 2024
Nadiia Kopiika, Roberta di Bari, Sotirios Argyroudis, J. Ninić and Stergios-Aristoteles Mitoulis
University of Birmingham, University of Birmingham, Brunel University London, University of Birmingham and infrastructuResilience
Downloads 37 (1,236,159)

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prioritisation, resilience, sustainability, conflict-induced hazards, bridges, proactive and reactive measures