Afshin Marani, Ph.D.
机构: Postdoctoral Fellow at The University of Toronto
每年引用次数
引用次数
引用: 1,076
H-指数: 16
I10-指数 : 17
出版物: 33
Thermal performance of concrete sandwich panels incorporating phase change materials: An experimental study
Morteza Madhkhan , Afshin Marani
Journal of materials research and technology 12 760 -775
2021
Gradient Boosting Coupled with Oversampling Model for Prediction of Concrete Pipe-Joint Infiltration Using Designwise Data Set
Moncef L. Nehdi , Afshin Marani , Lui S. Wong
Journal of Pipeline Systems Engineering and Practice 12 ( 3) 04021015
2021
Thermal and mechanical properties of building external walls plastered with cement mortar incorporating shape-stabilized phase change materials (SSPCMs)
Hamed Abbasi Hattan , Mortaza Madhkhan , Afshin Marani
Construction and Building Materials 270 121385
37
2021
Machine learning prediction of compressive strength for phase change materials integrated cementitious composites
Afshin Marani , Moncef L. Nehdi
Construction and Building Materials 265 120286
78
2020
An innovative apparatus for simulating daily temperature for investigating thermal performance of wallboards incorporating PCMs
Afshin Marani , Morteza Madhkhan
Energy and Buildings 167 1 -7
8
2018
Integrating phase change materials in construction materials: Critical review
Afshin Marani , Moncef L. Nehdi
Construction and Building Materials 217 36 -49
128
2019
Mixture Optimization of Recycled Aggregate Concrete Using Hybrid Machine Learning Model
Itzel Nunez , Afshin Marani , Moncef L. Nehdi
Materials 13 ( 19) 4331
27
2020
Predicting Ultra-High-Performance Concrete Compressive Strength Using Tabular Generative Adversarial Networks.
Afshin Marani , Armin Jamali , Moncef L. Nehdi
Materials 13 ( 21) 4757
36
2020
Crack self-healing in bio-green concrete
Lei V Zhang , Moncef L Nehdi , Ahmed R Suleiman , Malihe Mehdizadeh Allaf
Composites Part B: Engineering 227 109397
26
2021
Estimating compressive strength of modern concrete mixtures using computational intelligence: A systematic review
Itzel Nunez , Afshin Marani , Majdi Flah , Moncef L Nehdi
Construction and Building Materials 310 125279
16
2021
Design of concrete incorporating microencapsulated phase change materials for clean energy: A ternary machine learning approach based on generative adversarial networks
Afshin Marani , Lei Zhang , Moncef L Nehdi
Engineering Applications of Artificial Intelligence 118 105652
2023
New Heuristic Methods for Sustainable Energy Performance Analysis of HVAC Systems
Nadia Jahanafroozi , Saman Shokrpour , Fatemeh Nejati , Omrane Benjeddou
Sustainability 14 ( 21) 14446
2
2022
Crack self-healing in alkali-activated slag composites incorporating immobilized bacteria
Lei V Zhang , Ahmed R Suleiman , Malihe Mehdizadeh Allaf , Afshin Marani
Construction and Building Materials 326 126842
9
2022
Predicting shear strength of FRP-reinforced concrete beams using novel synthetic data driven deep learning
Afshin Marani , Moncef L Nehdi
Engineering Structures 257 114083
7
2022
Chemistry-informed machine learning prediction of compressive strength for alkali-activated materials
Lei V Zhang , Afshin Marani , Moncef L Nehdi
Construction and Building Materials 316 126103
13
2022
LC3 with microencapsulated phase change materials for reducing embodied and operational carbon
Afshin Marani , Lei Zhang , Moncef L. Nehdi
Cement and Concrete Research 172 107234 -107234
6
2023
Deep learning-assisted calculation of apparent activation energy for cement-based systems incorporating microencapsulated phase change materials
Afshin Marani , Erfan Geranfar , Lei Zhang , Moncef L Nehdi
Construction and Building Materials 404 133324 -133324
2
2023
Machine learning-based apparent activation energy estimation for cementitious composites incorporating phase change materials
Afshin Marani , Moncef L Nehdi
Materials Today: Proceedings
2023
Materials Today: Proceedings
Afshin Marani , Moncef L Nehdi
Congress on Materials and Structural Stability 2214 7853 -7853
Probabilistic Deep Learning Prediction of Natural Carbonation of Low-Carbon Concrete Incorporating SCMs
Afshin Marani , Timileyin Oyinkanola , Daman K Panesar
Cement and Concrete Composites 105635 -105635
2024