Afshin Marani - Publications, H-index & Citations

Afshin Marani

Arup

19H指数

38论文数

1.8K被引数

收录论文 32

发表时间

Microwave Activation and Curing for Stronger Low-Carbon Cementitious Composites Incorporating Coal Gangue 微波活化与固化增强掺煤矸石低碳胶凝复合材料的制备

Waste and Biomass Valorization

IF2.8

2026-08-21

PREAI

Ling Wang; Youhua Yang; Huaiqi Zhang; Moncef L. Nehdi; Afshin Marani; Junfei Zhang; Lei Zhang

Hybrid generative-probabilistic machine learning approach for predicting residual tensile strength and elastic modulus of FRP coupons under environmental exposure 混合生成-概率机器学习方法用于预测FRP试件在环境暴露下的残余抗拉强度和弹性模量

Mechanical Systems and Signal Processing

IF8.9

2026-02-19

PREAI

Aman Kumar; Afshin Marani; Asim Abbas; Moncef L. Nehdi

Durability-informed life cycle assessment of concrete through machine learning for service life prediction 通过机器学习预测使用寿命，对混凝土进行耐久性生命周期评估

Renewable and Sustainable Energy Reviews

IF16.3

2026-01-22

OAAI

Majdi Flah; Afshin Marani; Ahmed R. Suleiman; Moncef L. Nehdi

Prognosticating fabric-reinforced cementitious matrix-to-masonry bond and failure mechanisms using novel tabular variational autoencoder-augmented probabilistic model 预测纤维增强水泥基材料与砌体之间的粘结性能及失效机理：一种新颖的表格变分自编码器增强型概率模型

Engineering Applications of Artificial Intelligence

IF8

2025-11-07

PREAI

Aman Kumar; Afshin Marani; Asim Abbas; Moncef L. Nehdi

Unravelling the correlation between natural and accelerated carbonation of low-carbon concrete using machine learning 利用机器学习解析低碳混凝土自然碳化与加速碳化的相关性

Sustainable Materials and Technologies

IF9.2

2025-07-27

OAAI

Afshin Marani; Daman K. Panesar

Generative adversarial network approach for predicting tensile behavior and failure pattern of fiber-reinforced cementitious matrices 生成对抗网络方法预测纤维增强水泥基的拉伸行为和破坏模式

ENGINEERING STRUCTURES

IF6.4

2025-07-01

OAAI

Kumar, Aman; Marani, Afshin; Nehdi, Moncef L.

Machine learning in concrete durability: challenges and pathways identified by RILEM TC 315-DCS towards enhanced predictive models 混凝土耐久性中的机器学习：RILEM TC 315-DCS 识别的挑战与实现增强预测模型的途径

MATERIALS AND STRUCTURES

IF3.9

2025-05-07

OAAI

Taffese, Woubishet Zewdu; Hilloulin, Benoit; Zaccardi, Yury Villagran; Marani, Afshin; Nehdi, Moncef L.; Kamath, Muralidhar; Nunes, Sandra; von Greve-Dierfeld, Stefanie

Machine learning prediction of drying shrinkage for alkali-activated materials and multi-objective optimization 碱激发材料干燥收缩的机器学习预测及多目标优化

MATERIALS TODAY COMMUNICATIONS

IF4.5

2025-04-01

PREAI

Zhang, Lei; Zhu, Dehui; Nehdi, Moncef L.; Marani, Afshin; Wang, Dongmin; Zheng, Dapeng; Tursun, Gulbostan; Pan, Zhu; Zhang, Junfei

A new understanding of the alkali-silica reaction expansion in concrete using a hybrid ensemble model

JOURNAL OF BUILDING ENGINEERING

IF7.4

2024-11-01

PREAI

Zhang, Junfei; Zhang, Yongshun; Marani, Afshin; Zhang, Lei

Probabilistic deep learning prediction of natural carbonation of low-carbon concrete incorporating SCMs

CEMENT & CONCRETE COMPOSITES

IF13.1

2024-09-01

PREAI

Marani, Afshin; Oyinkanola, Timileyin; Panesar, Daman K.

Novel multi-scale experimental approach and deep learning model to optimize capillary pressure evolution in early age concrete

CEMENT AND CONCRETE RESEARCH

IF13.1

2024-06-01

OAAI

Jamali, Armin; Marani, Afshin; Railton, James; Nehdi, Moncef L.; Nagaratnam, Brabha; Lim, Michael; Mendes, Joao

Investigation of High Plasticity Clay Stabilized with Cement and Zeolite Using Time-Dependent Pressure Wave Velocity

JOURNAL OF MATERIALS IN CIVIL ENGINEERING

IF3

2024-06-01

PREAI

MolaAbasi, Hossein; Ataee, Omolbanin; Mirsadeghi, Majid Naghdipour; Masrour, Farimah Fattahi; Marani, Afshin; Nehdi, Moncef L.

Is net-zero feasible: Systematic review of cement and concrete decarbonization technologies

RENEWABLE & SUSTAINABLE ENERGY REVIEWS

IF16.3

2024-03-01

PREAI

Nehdi, Moncef L.; Marani, Afshin; Zhang, Lei

Seismic behavior of autoclaved aerated concrete masonry walls reinforced with glass-fiber geogrid

STRUCTURES

IF4.3

2023-12-01

PREAI

Xu, Chunyi; Nehdi, Moncef L.; Wang, Kaile; Marani, Afshin; Zhang, Lei

Deep learning-assisted calculation of apparent activation energy for cement-based systems incorporating microencapsulated phase change materials

CONSTRUCTION AND BUILDING MATERIALS

IF8

2023-11-01

PREAI

Marani, Afshin; Geranfar, Erfan; Zhang, Lei; Nehdi, Moncef L.

LC3 with microencapsulated phase change materials for reducing embodied and operational carbon 具有微囊化相变材料的LC3，用于减少嵌入和操作碳

CEMENT AND CONCRETE RESEARCH

IF13.1

2023-10-01

PREAI

Marani, Afshin; Zhang, Lei; Nehdi, Moncef L.

Utilization of iron ore tailings with high volume in green concrete 大掺量铁尾矿在绿色混凝土中的利用

JOURNAL OF BUILDING ENGINEERING

IF7.4

2023-08-01

PREAI

Zhang, Yannian; Li, Zhijun; Gu, Xiaowei; Nehdi, Moneef L.; Marani, Afshin; Zhang, Lei

New Heuristic Methods for Sustainable Energy Performance Analysis of HVAC Systems

SUSTAINABILITY

IF3.3

2022-11-03

OAAI

Jahanafroozi, Nadia; Shokrpour, Saman; Nejati, Fatemeh; Benjeddou, Omrane; Khordehbinan, Mohammad Worya; Marani, Afshin; Nehdi, Moncef L.

Multiphysics study on cement-based composites incorporating green biobased shape-stabilized phase change materials for thermal energy storage

JOURNAL OF CLEANER PRODUCTION

IF10

2022-10-01

PREAI

Marani, Afshin; Zhang, Lei, V; Nehdi, Moncef L.

Crack self-healing in alkali-activated slag composites incorporating immobilized bacteria

CONSTRUCTION AND BUILDING MATERIALS

IF8

2022-04-01

PREAI

Zhang, Lei, V; Suleiman, Ahmed R.; Allaf, Malihe Mehdizadeh; Marani, Afshin; Tuyan, Murat; Nehdi, Moncef L.

研究方向