Dr Elyas Asadi Shamsabadi

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I develop and implement AI tools to help better understand and predict complex environmental risks. Trained as an engineer with a background in data science and machine learning, I focus on creating generalisable models that integrate multiple data sources and translate into real-world applications. I enjoy working across disciplines and seeing how different perspectives and techniques can come together to solve challenging problems.

E-mail

e.asadi@unsw.edu.au

Journal articles | 2026

Chen Z; Asadi Shamsabadi E; Jiang S; Shen L; Dias-da-Costa D, 2026, 'Integration of large vision language models for efficient post-disaster damage assessment and reporting', Nature Communications, 17,

Journal articles | 2025

Asadi Shamsabadi E; Mohammadzadeh Chianeh S; Dias-da-Costa D, 2025, 'Proposal of a sequential machine learning modelling approach for optimal cementitious composites', Engineering Applications of Artificial Intelligence, 143,

Journal articles | 2025

Asadi Shamsabadi E; Mohammadzadeh Chianeh S; Zandifaez P; Dias-da-Costa D, 2025, 'Multi-target machine learning-assisted design of sustainable steel fibre-reinforced concrete', Structures, 71,

Journal articles | 2025

Sabzi J; Asadi Shamsabadi E; Esfahani MR; Ozbakkaloglu T, 2025, 'A study on reinforced concrete beams strengthened with FRP and FRCM', Engineering Structures, 329,

Journal articles | 2024

Asadi Shamsabadi E; Erfani SMH; Xu C; Dias-da-Costa D, 2024, 'Efficient semi-supervised surface crack segmentation with small datasets based on consistency regularisation and pseudo-labelling', Automation in Construction, 158,

Journal articles | 2024

Chen Z; Asadi Shamsabadi E; Jiang S; Shen L; Dias-da-Costa D, 2024, 'An average pooling designed Transformer for robust crack segmentation', Automation in Construction, 162,

Journal articles | 2023

Asadi Shamsabadi E; Salehpour M; Zandifaez P; Dias-da-Costa D, 2023, 'Data-driven multicollinearity-aware multi-objective optimisation of green concrete mixes', Journal of Cleaner Production, 390,

Journal articles | 2023

Erfani SMH; Smith C; Wu Z; Shamsabadi EA; Khatami F; Downey ARJ; Imran J; Goharian E, 2023, 'Eye of Horus: a vision-based framework for real-time water level measurement', Hydrology and Earth System Sciences, 27, pp. 4135 - 4149,

Journal articles | 2023

Zandifaez P; Asadi Shamsabadi E; Akbar Nezhad A; Zhou H; Dias-da-Costa D, 2023, 'AI-Assisted optimisation of green concrete mixes incorporating recycled concrete aggregates', Construction and Building Materials, 391,

Journal articles | 2022

Asadi Shamsabadi E; Roshan N; Hadigheh SA; Nehdi ML; Khodabakhshian A; Ghalehnovi M, 2022, 'Machine learning-based compressive strength modelling of concrete incorporating waste marble powder', Construction and Building Materials, 324,

Journal articles | 2022

Asadi Shamsabadi E; Xu C; Dias-da-Costa D, 2022, 'Robust crack detection in masonry structures with Transformers', Measurement Journal of the International Measurement Confederation, 200,

Journal articles | 2022

Asadi Shamsabadi E; Xu C; Rao AS; Nguyen T; Ngo T; Dias-da-Costa D, 2022, 'Vision transformer-based autonomous crack detection on asphalt and concrete surfaces', Automation in Construction, 140,

Journal articles | 2022

Ghalehnovi M; Roshan N; Taghizadeh A; Asadi Shamsabadi E; Ali Hadigheh S; De Brito J, 2022, 'Production of Environmentally Friendly Concrete Incorporating Bauxite Residue and Silica Fume', Journal of Materials in Civil Engineering, 34,

Journal articles | 2021

Sabzi J; Shamsabadi EA; Ghalehnovi M; Hadigheh SA; Khodabakhshian A; de Brito J, 2021, 'Mechanical and durability properties of mortars incorporating red mud, ground granulated blast furnace slag, and electric arc furnace dust', Applied Sciences Switzerland, 11,

Journal articles | 2019

Ghalehnovi M; Asadi Shamsabadi E; Khodabakhshian A; Sourmeh F; de Brito J, 2019, 'Self-compacting architectural concrete production using red mud', Construction and Building Materials, 226, pp. 418 - 427,

Journal articles | 2019

Ghalehnovi M; Roshan N; Hakak E; Shamsabadi EA; de Brito J, 2019, 'Effect of red mud (bauxite residue) as cement replacement on the properties of self-compacting concrete incorporating various fillers', Journal of Cleaner Production, 240,

Journal articles | 2019

Naserikia M; Shamsabadi EA; Rafieian M; Filho WL, 2019, 'The urban heat island in an urban context: A case study of Mashhad, Iran', International Journal of Environmental Research and Public Health, 16,

Journal articles | 2018

Khodabakhshian A; Ghalehnovi M; de Brito J; Asadi Shamsabadi E, 2018, 'Durability performance of structural concrete containing silica fume and marble industry waste powder', Journal of Cleaner Production, 170, pp. 42 - 60,

Journal articles | 2018

Khodabakhshian A; de Brito J; Ghalehnovi M; Asadi Shamsabadi E, 2018, 'Mechanical, environmental and economic performance of structural concrete containing silica fume and marble industry waste powder', Construction and Building Materials, 169, pp. 237 - 251,

Journal articles | 2018

Shamsabadi EA; Ghalehnovi M; de Brito J; Khodabakhshian A, 2018, 'Performance of concrete with waste granite powder: The effect of superplasticizers', Applied Sciences Switzerland, 8,
Preprints | 2025

Naserikia M; Hart MA; Shamsabadi EA; Meissner K; Hobeichi S; Bechtel B; Nazarian N, 2025, Developing gridded air temperature data over cities using machine learning,

Preprints | 2023

Erfani SMH; Smith C; Wu Z; Shamsabadi EA; Khatami F; Downey ARJ; Imran J; Goharian E, 2023, Eye of Horus: A Vision-based Framework for Real-time Water Level Measurement,

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Dr Elyas Asadi Shamsabadi