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Woubishet Zewdu Taffese

Observed names: Taffese, Woubishet Zewdu, W. Z. Taffese, WOUBISHET Z. . TAFFESE, WOUBISHET ZEWDU, Woubishet Zewdu Taffesea, Woubishet Zewdu Taffesse
ORCID: 0000-0002-8778-4551
Observed ORCID: 0000-0002-8778-4551
OpenAlex ID: A5019252606
Machine learning for durability and service-life assessment of reinforced concrete structures: Recent advances and future directions
2017 · Woubishet Zewdu Taffese, Esko Sistonen · Automation in Construction · 270
Rice Husk Ash in Concrete
2022 · Solomon Asrat Endale, Woubishet Zewdu Taffese, et al. · Sustainability · 219
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CaPrM: Carbonation prediction model for reinforced concrete using machine learning methods
2015 · Woubishet Zewdu Taffese, Esko Sistonen, et al. · Construction and Building Materials · 126
Prediction of chloride resistance level of concrete using machine learning for durability and service life assessment of building structures
2022 · Woubishet Zewdu Taffese, Leonardo Espinosa-Leal · Journal of Building Engineering · 99
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A machine learning method for predicting the chloride migration coefficient of concrete
2022 · Woubishet Zewdu Taffese, Leonardo Espinosa-Leal · Construction and Building Materials · 99
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Embodied Energy and CO2 Emissions of Widely Used Building Materials: The Ethiopian Context
2019 · Woubishet Zewdu Taffese, Kassahun Admassu Abegaz · Buildings · 80
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Machine learning in concrete durability: challenges and pathways identified by RILEM TC 315-DCS towards enhanced predictive models
2025 · Woubishet Zewdu Taffese, Benoît Hilloulin, et al. · Materials and Structures · 74
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Suitability Investigation of Recycled Concrete Aggregates for Concrete Production: An Experimental Case Study
2018 · Woubishet Zewdu Taffese · Advances in Civil Engineering · 71
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Prediction of Compaction and Strength Properties of Amended Soil Using Machine Learning
2022 · Woubishet Zewdu Taffese, Kassahun Admassu Abegaz · Buildings · 68
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Enhancing FRP-concrete interface bearing capacity prediction with explainable machine learning: A feature engineering approach and SHAP analysis
2024 · Yanping Zhu, Woubishet Zewdu Taffese, et al. · Engineering Structures · 55
Internet of Things based Durability Monitoring and Assessment of Reinforced Concrete Structures
2019 · Woubishet Zewdu Taffese, Ethiopia Nigussie, et al. · Procedia Computer Science · 51
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Service Life Prediction of Repaired Structures Using Concrete Recasting Method: State-of-the-Art
2013 · Woubishet Zewdu Taffesea, Esko Sistonen · Procedia Engineering · 46
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Autonomous Corrosion Assessment of Reinforced Concrete Structures: Feasibility Study
2020 · Woubishet Zewdu Taffese, Ethiopia Nigussie · Sensors · 40
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A machine learning model based on GAN-ANN data augmentation for predicting the bond strength of FRP-reinforced concrete under high-temperature conditions
2025 · Hailong Qu, Tianyu Hu, et al. · Composite Structures · 36
Ensemble-learning model based ultimate moment prediction of reinforced concrete members strengthened by UHPC
2024 · Woubishet Zewdu Taffese, Yanping Zhu, et al. · Engineering Structures · 36
Multitarget regression models for predicting compressive strength and chloride resistance of concrete
2023 · Woubishet Zewdu Taffese, Leonardo Espinosa-Leal · Journal of Building Engineering · 36
Enhancing Mortar Properties through Thermoactivated Recycled Concrete Cement
2023 · Ephrem Melaku Getachew, Begashaw Worku Yifru, et al. · Buildings · 35
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Enhancing bond strength prediction at UHPC-NC interface: A data-driven approach with augmentation and explainability
2024 · Tianyu Hu, Hong Zhang, et al. · Construction and Building Materials · 32
Neural network based hygrothermal prediction for deterioration risk analysis of surface-protected concrete façade element
2016 · Woubishet Zewdu Taffese, Esko Sistonen · Construction and Building Materials · 32
Artificial Intelligence for Prediction of Physical and Mechanical Properties of Stabilized Soil for Affordable Housing
2021 · Woubishet Zewdu Taffese, Kassahun Admassu Abegaz · Applied Sciences · 31
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Cow Dung Ash in Mortar: An Experimental Study
2023 · Muluken Alebachew Worku, Woubishet Zewdu Taffese, et al. · Applied Sciences · 30
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Significance of chloride penetration controlling parameters in concrete: Ensemble methods
2017 · Woubishet Zewdu Taffese, Esko Sistonen · Construction and Building Materials · 30
Impact of Partial Replacement of Cement with a Blend of Marble and Granite Waste Powder on Mortar
2023 · Daniel Mulat Nega, Begashaw Worku Yifru, et al. · Applied Sciences · 29
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Accurate Prediction of Punching Shear Strength of Steel Fiber-Reinforced Concrete Slabs: A Machine Learning Approach with Data Augmentation and Explainability
2024 · Cheng Cheng, Woubishet Zewdu Taffese, et al. · Buildings · 27
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Case-based reasoning and neural networks for real state valuation
2007 · Woubishet Zewdu Taffese · 25
Works count: 73
Citation count: 2,000
H-index: 25
I10-index: 41
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