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.
Sabzi J; Asadi Shamsabadi E; Esfahani MR; Ozbakkaloglu T, 2025, 'A study on reinforced concrete beams strengthened with FRP and FRCM', Engineering Structures, 329, http://dx.doi.org/10.1016/j.engstruct.2025.119687
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, http://dx.doi.org/10.1016/j.autcon.2023.105181
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, http://dx.doi.org/10.1016/j.autcon.2024.105367
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, http://dx.doi.org/10.1016/j.jclepro.2023.136103
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, http://dx.doi.org/10.5194/hess-27-4135-2023
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, http://dx.doi.org/10.1016/j.conbuildmat.2023.131851
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, http://dx.doi.org/10.1016/j.conbuildmat.2022.126592
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, http://dx.doi.org/10.1016/j.measurement.2022.111590
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, http://dx.doi.org/10.1016/j.autcon.2022.104316
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, http://dx.doi.org/10.1061/(ASCE)MT.1943-5533.0004060
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, http://dx.doi.org/10.3390/app11094110
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, http://dx.doi.org/10.1016/j.conbuildmat.2019.07.248
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, http://dx.doi.org/10.1016/j.jclepro.2019.118213
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, http://dx.doi.org/10.3390/ijerph16030313
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, http://dx.doi.org/10.1016/j.jclepro.2017.09.116
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, http://dx.doi.org/10.1016/j.conbuildmat.2018.02.192
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, http://dx.doi.org/10.3390/app8101808
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, http://dx.doi.org/10.21203/rs.3.rs-7987756/v1
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, http://dx.doi.org/10.22541/essoar.167839985.51092905/v1
