Artificial intelligence-based estimation of ultra-high-strength concrete's flexural property

Greedy function approximation: A gradient boosting machine.

Jerome H. Friedman · The Annals of Statistics · 2001 · 27.3K citations · Full text

Engineering, Machine Learning, Data Mining +13

From local explanations to global understanding with explainable AI for trees

Scott Lundberg, Gabriel Erion, Hugh Chen et al. · Nature Machine Intelligence · 2020 · 7.7K citations · Full text

Artificial Intelligence, Symbolic Learning, Engineering +13

Machine learning prediction of mechanical properties of concrete: Critical review

Wassim Ben Chaabene, Majdi Flah, Moncef L. Nehdi · Construction and Building Materials · 2020 · 701 citations

Engineering, Machine Learning, Critical Review +4

Mechanical and permeability properties of the interface between normal concrete substrate and ultra high performance fiber concrete overlay

Bassam A. Tayeh, B.H. Abu Bakar, Megat Azmi Megat Johari et al. · Construction and Building Materials · 2012 · 399 citations

Fiber Reinforcement, Normal Concrete Substrate, Engineering +9

Predictive modeling for sustainable high-performance concrete from industrial wastes: A comparison and optimization of models using ensemble learners

Furqan Farooq, Wisal Ahmed, Arslan Akbar et al. · Journal of Cleaner Production · 2021 · 394 citations

Engineering, Machine Learning, Cement-based Construction Material +13