Afshin Marani

arup

H指数:19

被引数:1,863

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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

2026-08-210

PRE

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

2026-02-190

PREAI

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

2026-01-220

OAAI

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

2025-11-070

PRE

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

2025-07-270

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

2025-07-010

OAAI

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

2025-05-070

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

2025-04-010

PRE

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

JOURNAL OF BUILDING ENGINEERING

IF7.4

2024-11-010

PRE

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

CEMENT & CONCRETE COMPOSITES

IF13.1

2024-09-010

PRE

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

CEMENT AND CONCRETE RESEARCH

IF13.1

2024-06-011

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

JOURNAL OF MATERIALS IN CIVIL ENGINEERING

IF3

2024-06-012

PRE

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

RENEWABLE & SUSTAINABLE ENERGY REVIEWS

IF16.3

2024-03-0120

PRE

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

STRUCTURES

IF4.3

2023-12-015

PRE

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

CONSTRUCTION AND BUILDING MATERIALS

IF8

2023-11-014

PRE

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

2023-10-019

PRE

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

2023-08-0133

PRE

New Heuristic Methods for Sustainable Energy Performance Analysis of HVAC Systems

SUSTAINABILITY

IF3.3

2022-11-039

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

JOURNAL OF CLEANER PRODUCTION

IF10

2022-10-0117

PRE

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

CONSTRUCTION AND BUILDING MATERIALS

IF8

2022-04-0118

PRE

Afshin Marani

个人简介

教育背景

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