Predicting concrete strength through packing density using machine learning models

An energy approach to the solution of partial differential equations in computational mechanics via machine learning: Concepts, implementation and applications

Esteban Samaniego, Cosmin Anitescu, Somdatta Goswami et al. · Computer Methods in Applied Mechanics and Engineering · 2020 · 1.9K citations · Full text

Engineering, Computational Engineering, Computer Science +17

Emerging artificial intelligence methods in structural engineering

Hadi Salehi, Rigoberto Burgueño · Engineering Structures · 2018 · 1K citations

Engineering, Civil Engineering, Computational Engineering +14

The Laws of Proportioning Concrete

William B. Fuller, Sanford E. Thompson · Transactions of the American Society of Civil Engineers · 1907 · 894 citations

Engineering, Civil Engineering, Materials Science +11

Machine learning-based compressive strength prediction for concrete: An adaptive boosting approach

De‐Cheng Feng, Zhentao Liu, Xiaodan Wang et al. · Construction and Building Materials · 2019 · 825 citations

Engineering, Civil Engineering, Materials Engineering +13

Predicting concrete compressive strength using hybrid ensembling of surrogate machine learning models

Panagiotis G. Asteris, Athanasia D. Skentou, Abidhan Bardhan et al. · Cement and Concrete Research · 2021 · 640 citations

Engineering, Civil Engineering, Materials Engineering +16