Metamodel-based simulation optimization: A systematic literature review

JVS do Amaral, JAB Montevechi… - … Modelling Practice and …, 2022 - Elsevier
Over the past few decades, modeling, simulation, and optimization tools have received
attention for their ability to represent and improve complex systems. The use of …

Review of machine learning-based surrogate models of groundwater contaminant modeling

J Luo, X Ma, Y Ji, X Li, Z Song, W Lu - Environmental Research, 2023 - Elsevier
Heavy computational load inhibits the application of groundwater contaminant numerical
model to groundwater pollution source identification, remediation design, and uncertainty …

Delineation of groundwater potential zones in Karha river basin, Maharashtra, India, using AHP and geospatial techniques

A Bera, BP Mukhopadhyay, S Barua - Arabian Journal of Geosciences, 2020 - Springer
Groundwater is a life-sustaining resource catering the daily water requirements of mankind,
aids in industrial development, influences agricultural activity, and maintains the ecological …

Delineation of suitable sites for groundwater recharge based on groundwater potential with RS, GIS, and AHP approach for Mand catchment of Mahanadi Basin

S Baghel, MP Tripathi, D Khalkho, N Al-Ansari… - Scientific Reports, 2023 - nature.com
Groundwater management requires a systematic approach since it is crucial to the long-term
viability of livelihoods and regional economies all over the world. There is insufficient …

土石坝渗流安全监控的集成学习融合模型

宋锦焘, 袁帅, 刘云贺, 杨杰 - 水力发电学报, 2023 - slfdxb.cn
土石坝渗流监控模型是定量分析土石坝渗流安全的重要方法. 传统土石坝渗流监控模型常独立
采用统计模型或机器学习智能算法模型, 未有效融合两者的优点. 本文在集成学习的框架下 …

A review of groundwater sustainability crisis in the Pacific Island countries: Challenges and solutions

A Sharan, A Lal, B Datta - Journal of Hydrology, 2021 - Elsevier
Population growth and rapid industrialization have imposed excessive demand for
groundwater in Pacific Island countries (PICs). To meet this demand, over pumping of …

Deep learning emulators for groundwater contaminant transport modelling

X Yu, T Cui, J Sreekanth, S Mangeon, R Doble, P Xin… - Journal of …, 2020 - Elsevier
Groundwater flow and transport models are routinely applied for contamination risk
assessments and remediation plan design. The computational burden of such models has …

[HTML][HTML] Assessing spatial transferability of a random forest metamodel for predicting drainage fraction

E Bjerre, MN Fienen, R Schneider, J Koch… - Journal of …, 2022 - Elsevier
Fully distributed hydrological models are widely used in groundwater management, but
model speed and data requirements impede their use for decision support purposes …

Delineation of groundwater potential zones using GIS and AHP techniques in Coimbatore district, South India

KP Kom, B Gurugnanam, V Sunitha - International Journal of Energy and …, 2024 - Springer
The study aims to demarcate groundwater potential zones in the Coimbatore district of South
India using geographic information system (GIS), remote sensing (RS), and multi-criteria …

An efficient Bayesian inversion method for seepage parameters using a data-driven error model and an ensemble of surrogates considering the interactions between …

H Yu, X Wang, B Ren, T Zeng, M Lv, C Wang - Journal of Hydrology, 2022 - Elsevier
The Bayesian method has been increasingly applied to the inversion of seepage
parameters owing to its superiority of considering the uncertainty in the inversion process …