Prediction and interpretation of concrete corrosion induced by carbon dioxide using machine learning

Greedy function approximation: A gradient boosting machine.

Jerome H. Friedman · The Annals of Statistics · 2001 · 29K citations · Full text

Computing, Computer Science, Mathematics +17

On hyperparameter optimization of machine learning algorithms: Theory and practice

Li Yang, Abdallah Shami · Neurocomputing · 2020 · 3.1K citations · Full text

Computing, Computer Science, Algorithms +11

Sustainable development and climate change initiatives

J. S. Damtoft, Duncan Herfort, Daniela Sorrentino et al. · Cement and Concrete Research · 2007 · 1.1K citations

Social Sciences, Environmental Policy, Sustainability Management +14

Machine Learning: New Ideas and Tools in Environmental Science and Engineering

Shifa Zhong, Kai Zhang, Majid Bagheri et al. · Environmental Science & Technology · 2021 · 922 citations · Full text

Natural Sciences, Environmental Engineering, Environmental Sciences +9

Environmental impact of cement production: detail of the different processes and cement plant variability evaluation

C. Chen, Guillaume Habert, Youcef Bouzidi et al. · Journal of Cleaner Production · 2010 · 710 citations

Engineering, Environmental Engineering, Environmental Sciences +16