Esko Sistonen

Machine learning for durability and service-life assessment of reinforced concrete structures: Recent advances and future directions

Woubishet Zewdu Taffese, Esko Sistonen · Automation in Construction · 2017 · 231 citations

Engineering, Machine Learning, Data Science +14

CaPrM: Carbonation prediction model for reinforced concrete using machine learning methods

Woubishet Zewdu Taffese, Esko Sistonen, Jari Puttonen · Construction and Building Materials · 2015 · 117 citations

Engineering, Machine Learning, Data Science +12

Corrosion mechanism of hot-dip galvanised reinforcement bar in cracked concrete

Esko Sistonen, Andrzej Ćwirzeń, Jari Puttonen · Corrosion Science · 2008 · 49 citations

Cracked Concrete, Corrosion Technology, Engineering +2

Service Life Prediction of Repaired Structures Using Concrete Recasting Method: State-of-the-Art

Woubishet Zewdu Taffese, Esko Sistonen · Procedia Engineering · 2013 · 37 citations · Full text

Repaired Concrete Structures, Engineering, Life Prediction +18

Neural network based hygrothermal prediction for deterioration risk analysis of surface-protected concrete façade element

Woubishet Zewdu Taffese, Esko Sistonen · Construction and Building Materials · 2016 · 27 citations

Built Environment, Hygrothermal Prediction, Engineering +11