An optimal dimensioning method of a green wall structure for noise pollution reduction
Sign Up to like & getrecommendations! Published in 2021 at "Building and Environment"
DOI: 10.1016/j.buildenv.2020.107362
Abstract: Abstract This paper concern the optimization of a multilayered green wall structure including substrate and foliage in order to reduce as much as possible backward noise reflection and forward transmission from the wall. Each component… read more here.
Keywords: optimal dimensioning; green wall; wall; noise ... See more keywords
Optimal Dimensioning of Retaining Walls Using Explainable Ensemble Learning Algorithms
Sign Up to like & getrecommendations! Published in 2022 at "Materials"
DOI: 10.3390/ma15144993
Abstract: This paper develops predictive models for optimal dimensions that minimize the construction cost associated with reinforced concrete retaining walls. Random Forest, Extreme Gradient Boosting (XGBoost), Categorical Gradient Boosting (CatBoost), and Light Gradient Boosting Machine (LightGBM)… read more here.
Keywords: predictive models; learning algorithms; ensemble learning; machine ... See more keywords