TY - JOUR AU - Suzuki, Camila AU - Chowdhury, Yasmin AU - Ahmed, Sofia AU - Nasser, Deepak TI - Steel-Concrete Composite Columns: Design Considerations and Trade-Offs JO - Open Access Journal of Engineering Applications PY - 2021 VL - 45 IS - 1 SP - 849 EP - 866 AB - The performance of steel-concrete composite columns strongly influences the efficiency and safety of flood forecasting, motivating renewed experimental scrutiny. Design alternatives are compared systematically using computational fluid dynamics under identical assumptions. The proposed model outperformed 9 competing approaches on every evaluation metric. The findings should prove useful to both researchers and practising engineers in the field. KW - steel-concrete composite columns KW - computational fluid dynamics KW - machine learning KW - support vector machine KW - internet of things SN - 3105-7004 DO - 10.55555/oajea.2021.4501.041 UR - https://journal.bsaps.com/article/9808 ER -