Machine learning-driven capacity design and embodied carbon reduction optimization in composite reduced web section (RWS) connections

2026/06/01 by Mohamed Rabie, Fahad Falah Almutairi, Konstantinos Daniel Tsavdaridis +1 · 2 citations

paper · doi:10.1016/j.advengsoft.2026.104145

published in Advances in Engineering Software 217, 104145 (Elsevier BV)

crossref created 2026/03/07 · crossref issued 2026/06/01 · crossref published 2026/06/01 · crossref published-print 2026/06/01 · crossref deposited 2026/07/13 · crossref indexed 2026/08/06

Citations

• Optuna: A Next-generation Hyperparameter Optimization Framework
• A Unified Approach to Interpreting Model Predictions
• XGBoost: A Scalable Tree Boosting System
• Extremely randomized trees
• Greedy function approximation: A gradient boosting machine.