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Afshin Marani, Ph.D.
Afshin Marani, Ph.D.
Postdoctoral Fellow at The University of Toronto
Verified email at utoronto.ca
Title
Cited by
Cited by
Year
Integrating phase change materials in construction materials: Critical review
A Marani, ML Nehdi
Construction and Building Materials 217, 36-49, 2019
1842019
Machine learning prediction of compressive strength for phase change materials integrated cementitious composites
A Marani, ML Nehdi
Construction and Building Materials 265, 120286, 2020
1482020
Predicting ultra-high-performance concrete compressive strength using tabular generative adversarial networks
A Marani, A Jamali, ML Nehdi
Materials 13 (21), 4757, 2020
842020
Crack self-healing in bio-green concrete
LV Zhang, ML Nehdi, AR Suleiman, MM Allaf, M Gan, A Marani, M Tuyan
Composites Part B: Engineering 227, 109397, 2021
652021
Estimating compressive strength of modern concrete mixtures using computational intelligence: A systematic review
I Nunez, A Marani, M Flah, ML Nehdi
Construction and Building Materials 310, 125279, 2021
582021
Mixture optimization of recycled aggregate concrete using hybrid machine learning model
I Nunez, A Marani, ML Nehdi
Materials 13 (19), 4331, 2020
542020
Chemistry-informed machine learning prediction of compressive strength for alkali-activated materials
LV Zhang, A Marani, ML Nehdi
Construction and Building Materials 316, 126103, 2022
502022
Thermal and mechanical properties of building external walls plastered with cement mortar incorporating shape-stabilized phase change materials (SSPCMs)
HA Hattan, M Madhkhan, A Marani
Construction and Building Materials 270, 121385, 2021
482021
Thermal performance of concrete sandwich panels incorporating phase change materials: An experimental study
A Marani, M Madhkhan
Journal of Materials Research and Technology 12, 760-775, 2021
342021
Predicting shear strength of FRP-reinforced concrete beams using novel synthetic data driven deep learning
A Marani, ML Nehdi
Engineering Structures 257, 114083, 2022
322022
Design of concrete incorporating microencapsulated phase change materials for clean energy: A ternary machine learning approach based on generative adversarial networks
A Marani, L Zhang, ML Nehdi
Engineering Applications of Artificial Intelligence 118, 105652, 2023
282023
Utilization of iron ore tailings with high volume in green concrete
Y Zhang, Z Li, X Gu, ML Nehdi, A Marani, L Zhang
Journal of Building Engineering 72, 106585, 2023
202023
Crack self-healing in alkali-activated slag composites incorporating immobilized bacteria
LV Zhang, AR Suleiman, MM Allaf, A Marani, M Tuyan, ML Nehdi
Construction and Building Materials 326, 126842, 2022
192022
An innovative apparatus for simulating daily temperature for investigating thermal performance of wallboards incorporating PCMs
A Marani, M Madhkhan
Energy and Buildings 167, 1-7, 2018
182018
Hybrid deep learning model for concrete incorporating microencapsulated phase change materials
H Tanyildizi, A Marani, K Türk, ML Nehdi
Construction and Building Materials 319, 126146, 2022
162022
Multiphysics study on cement-based composites incorporating green biobased shape-stabilized phase change materials for thermal energy storage
A Marani, LV Zhang, ML Nehdi
Journal of Cleaner Production 372, 133826, 2022
142022
New heuristic methods for sustainable energy performance analysis of HVAC systems
N Jahanafroozi, S Shokrpour, F Nejati, O Benjeddou, MW Khordehbinan, ...
Sustainability 14 (21), 14446, 2022
72022
LC3 with microencapsulated phase change materials for reducing embodied and operational carbon
A Marani, L Zhang, ML Nehdi
Cement and Concrete Research 172, 107234, 2023
62023
Comparative study on self-healing behavior of alkali-activated composites and cement-based materials
LV Zhang, AR Suleiman, A Marani, ML Nehdi
CSCE 2021 Annual Conference Inspired by Nature-Inspiré par la Nature 233 (7 …, 2017
32017
Gradient boosting coupled with oversampling model for prediction of concrete pipe-joint infiltration using designwise data set
LS Wong, A Marani, ML Nehdi
Journal of Pipeline Systems Engineering and Practice 12 (3), 04021015, 2021
22021
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