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H
Hai‐Bang Ly
university of transport technology
45
H指数
138
论文数
6.9K
被引数
0
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49
发表时间
发表时间
IF
被引数
Interpretable Machine Learning Framework for Predicting Air Void Content in Sustainable Steel-Slag SMA Mixtures Using Metaheuristic-Optimized XGBoost
基于元启发式优化XGBoost的可解释机器学习框架,用于预测可持续钢渣SMA混合料中的空气孔隙含量
Buildings
IF
3.1
2026-09-08
0
OA
AI
Thu-Hien Thi Hoang; Hoang-Long Nguyen; Huong-Giang Thi Hoang; Ngoc Kien Bui; Hai-Bang Ly
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Predicting bike-sharing demand using light gradient boosting machine and Shapley additive explanations values: a cross-regional generalisability study
利用轻量级梯度提升机和Shapley加性解释值预测共享单车需求:一项跨区域普适性研究
Proceedings of the Institution of Civil Engineers-Transport
IF
1.2
2026-01-01
0
PRE
AI
Pham, Hue Thi; Ngo, Thu-Tinh Thi; Ly, Hai-Bang
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Development of a Gradient Boosting model for predicting the rutting factor of graphene oxide-modified bitumen at medium and high temperatures
开发用于预测氧化石墨烯改性沥青在中等和高温下车辙因子的梯度提升模型
Canadian Journal of Civil Engineering
IF
1.3
2026-01-01
0
PRE
AI
Hoang, Huong-Giang Thi; Nguyen, Hoang-Long; Mai, Hai-Van Thi; Ly, Hai-Bang
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An interpretable machine learning-based measurement system for predicting the compressive strength of concrete at elevated temperatures
一种基于可解释机器学习的测量系统,用于预测高温下混凝土的压缩强度
Measurement
IF
5.6
2025-12-31
0
PRE
AI
Hai-Bang Ly
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An Effective Extreme Gradient Boosting Approach to Predict the Physical Properties of Graphene Oxide Modified Asphalt
一种有效利用极端梯度提升方法预测氧化石墨烯改性沥青物理性质的方法
International Journal of Pavement Research and Technology
IF
2.5
2025-10-01
0
PRE
AI
Huong-Giang Thi Hoang; Thuy-Anh Nguyen; Hoang-Long Nguyen; Hai-Bang Ly
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Hybrid machine learning approach for prediction and design optimization of marshall stability in graphene oxide-modified asphalt concrete
基于混合机器学习方法的石墨烯氧化物改性沥青混凝土马歇尔稳定度预测与设计优化
Environmental Research
IF
7.7
2025-08-20
0
PRE
AI
Huong-Giang Thi Hoang; Hoang-Long Nguyen; Thuy-Anh Nguyen; Hai-Bang Ly
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Enhancing compressive strength and sustainability: a machine learning approach to recycled brick and tile concrete mix design
MATERIALS TODAY COMMUNICATIONS
IF
4.5
2024-08-01
4
PRE
AI
Ly, Hai -Bang; Nguyen, Thuy-Anh
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Hybrid Machine learning Techniques-Aided design of corroded reinforced concrete beams
COMPUTERS & STRUCTURES
IF
4.8
2024-07-01
0
PRE
AI
Nguyen, Thuy-Anh; Ly, Hai-Bang
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Hybrid artificial intelligence models based on adaptive neuro fuzzy inference system and metaheuristic optimization algorithms for prediction of daily rainfall
PHYSICS AND CHEMISTRY OF THE EARTH
IF
4.1
2024-06-01
3
PRE
AI
Pham, Binh Thai; Bui, Kien-Trinh Thi; Prakash, Indra; Ly, Hai-Bang
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Machine learning-driven innovations in green eco-environmental rubberized concrete design towards sustainability
MATERIALS TODAY COMMUNICATIONS
IF
4.5
2024-06-01
8
PRE
AI
Ly, Hai-Bang; Nguyen, Thuy-Anh
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Enhanced bond strength prediction in corroded reinforced concrete using optimized ML models
STRUCTURES
IF
4.3
2024-05-01
0
PRE
AI
Nguyen, Thuy-Anh; Trinh, Son Hoang; Ly, Hai-Bang
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Predicting axial compression capacity of CFDST columns and design optimization using advanced machine learning techniques
STRUCTURES
IF
4.3
2024-01-01
11
PRE
AI
Nguyen, Thuy-Anh; Ly, Hai-Bang
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Advancing basalt fiber asphalt concrete design: A novel approach using gradient boosting and metaheuristic algorithms
CASE STUDIES IN CONSTRUCTION MATERIALS
IF
6.6
2023-12-01
3
OA
AI
Phung, Ba Nhan; Le, Thanh-Hai; Mai, Hai-Van Thi; Nguyen, Thuy-Anh; Ly, Hai -Bang
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Ensemble XGBoost schemes for improved compressive strength prediction of UHPC
用于改进UHPC抗压强度预测的集成XGBoost方案
STRUCTURES
IF
4.3
2023-11-01
26
PRE
AI
Nguyen, May Huu; Nguyen, Thuy-Anh; Ly, Hai-Bang
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Novel approaches to predict the Marshall parameters of basalt fiber asphalt concrete
CONSTRUCTION AND BUILDING MATERIALS
IF
8
2023-10-01
4
PRE
AI
Phung, Ba-Nhan; Le, Thanh-Hai; Nguyen, Thuy-Anh; Hoang, Huong-Giang Thi; Ly, Hai-Bang
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Development of machine learning methods to predict the compressive strength of fiber-reinforced self-compacting concrete and sensitivity analysis (vol 367, 130339, 2023)
CONSTRUCTION AND BUILDING MATERIALS
IF
8
2023-10-01
0
OA
AI
Mai, Hai-Van Thi; Nguyen, May Huu; Ly, Hai-Bang
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Enhancing Compressive strength prediction of Roller Compacted concrete using Machine learning techniques
MEASUREMENT
IF
5.6
2023-08-01
7
PRE
AI
Mai, Hai-Van Thi; Trinh, Son Hoang; Ly, Hai-Bang
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Toward improved prediction of recycled brick aggregate concrete compressive strength by designing ensemble machine learning models
CONSTRUCTION AND BUILDING MATERIALS
IF
8
2023-03-01
34
PRE
AI
Mai, Hai-Van Thi; Nguyen, May Huu; Trinh, Son Hoang; Ly, Hai-Bang
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Development of machine learning methods to predict the compressive strength of fiber-reinforced self-compacting concrete and sensitivity analysis
CONSTRUCTION AND BUILDING MATERIALS
IF
8
2023-02-01
41
PRE
AI
Mai, Hai-Van Thi; Nguyen, May Huu; Ly, Hai-Bang
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Novel ensemble approach to predict the ultimate axial load of CFST columns with different cross-sections
STRUCTURES
IF
4.3
2023-01-01
13
PRE
AI
Nguyen, Thuy-Anh; Trinh, Son Hoang; Nguyen, May Huu; Ly, Hai-Bang
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研究方向
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合作学者
合作期刊
B
Biswajeet Pradhan
H 指数: 145 · 论文数: 1.1K
H
Hojjat Adeli
H 指数: 132 · 论文数: 643
D
Dieu Tien Bui
H 指数: 112 · 论文数: 300
B
Binh Thai Pham
H 指数: 95 · 论文数: 330
J
Jan Adamowski
H 指数: 84 · 论文数: 504
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