Applications of XGBoost in water resources engineering: A systematic literature review (Dec 2018–May 2023)

M Niazkar, A Menapace, B Brentan, R Piraei… - … Modelling & Software, 2024 - Elsevier
Abstract Applications of Machine Learning methods make a paradigm shift in the domain of
water resources engineering. This study not only presents the story of emerging eXtreme …

Metaheuristic learning algorithms for accurate prediction of hydraulic performance of porous embankment weirs

M Rahmanshahi, J Jafari-Asl, M Fathi-Moghadam… - Applied Soft …, 2024 - Elsevier
A porous weir is an environmentally friendly structure with minimal negative environmental
impact. Due to the complex flow mechanism around porous weirs, it is difficult to provide a …

Analysis of discharge characteristics of a symmetrical stepped labyrinth side weir based on global sensitivity

W Wan, G Shen, S Li, A Parsaie, Y Wang… - Journal of …, 2024 - iwaponline.com
In this paper, the discharge coefficient prediction model for this structure in a subcritical flow
regime is first established by extreme learning machine (ELM) and Bayesian network, and …

EDMNet: unveiling the power of machine learning in regression modeling of powder mixed-EDM

MA Ilani, YM Banad - The International Journal of Advanced …, 2024 - Springer
Electrical discharge machining (EDM) is a complex process renowned for shaping intricate
geometries in hard materials, though optimizing its performance is costly due to extensive …

Discharge estimation using brink depth over a trapezoidal-shaped weir

NK Alomari, AN Altalib, AMS Al-Janabi - Flow Measurement and …, 2023 - Elsevier
A weir is an accurate hydraulic structure for estimating water discharge in open channels
and rivers. It can be constructed with a standard shape with vertical upstream and …

Predicting the drag coefficient of coastal trees using Support Vector Machines and boosting ensemble models

M Haghdoost, H Md Azamathulla - Discover Water, 2024 - Springer
The effect of green belts on wave absorption is a critical aspect of coastal protection
strategies. The effectiveness of green belts in wave absorption is influenced by factors such …

Prediction model of continuous discharge coefficient from tank based on KPCA-DE-SVR

J He, L Huang, Y Xiao, W Li, J Yin, Q Duan… - Journal of Loss Prevention …, 2024 - Elsevier
The discharge of hazardous liquids from storage tanks poses a serious threat to the
surrounding environment and humans in consideration of the potential risk of catastrophic …

Luffa–Ni/Al layered double hydroxide bio-nanocomposite for efficient ibuprofen removal from aqueous solution: Kinetic, equilibrium, thermodynamic studies and GEP …

S Tavassoli, A Mollahosseini, S Damiri, M Samadi - Heliyon, 2025 - cell.com
Luffa is a robust, renewable biomaterial known for its low mass, high specific strength, and
non-toxicity, making it ideal for composite development. This study modified luffa to create …

Discharge coefficient estimation of modified semi-cylindrical weirs using machine learning approaches

R Fatahi-Alkouhi, E Afaridegan, N Amanian - … Environmental Research and …, 2024 - Springer
Based on the principles design of hydrofoil weirs, Modified Semi-Cylindrical Weirs (MSCWs)
incorporate an innovative tangential ramp along the downstream crest contour, thereby …

Development of empirical models for the modular limit of trapezoidal and triangular throat flumes

HS Kazemi, MS Babarsad, MH Pourmmohamadi… - Flow Measurement and …, 2024 - Elsevier
One of the essential challenges of flow measurement using the flume structure is whether
the flow is free or submerged. Therefore, determining the free-submerged flow boundary is a …