Applications of Gaussian process regression for predicting blue water footprint: Case study in Ad Daqahliyah, Egypt

A Elbeltagi, N Azad, A Arshad, S Mohammed… - Agricultural Water …, 2021 - Elsevier
Timely and reliable water footprint prediction is imperative and prerequisite to mitigate
climate risk and ensure water and food security and enhance the water-use efficiency. This …

Analytical investigation of the impact of jet geometry on aeration effectiveness using soft computing techniques

D Puri, R Kumar, P Sihag, MS Thakur, K Perveen… - ACS …, 2023 - ACS Publications
Jet aeration is a commonly used technique for introducing air into water during wastewater
treatment. In this investigation, the efficacy of different soft computing models, namely …

Groundwater level estimation in northern region of Bangladesh using hybrid locally weighted linear regression and Gaussian process regression modeling

A Elbeltagi, R Salam, SC Pal, B Zerouali… - Theoretical and Applied …, 2022 - Springer
Urban groundwater resources (GWRs) have declined substantially in recent decades, due to
rapid urbanization, population growth, groundwater exploitation, land use/land cover …

Application of soft computing approaches to predict gabion weir oxygen aeration efficiency

KM Luxmi, NK Tiwari, S Ranjan - ISH Journal of Hydraulic …, 2023 - Taylor & Francis
Aeration is a physical process through which air is brought into contact with water, and
thereby both times of contact and contact area between water and air are enhanced. Gabion …

Decision Tree-Based Modeling of the Aeration Effectiveness of Circular Plunging Jets

D Puri, D Lee, DV Khankal, MS Thakur, FM Alfaisal… - ACS …, 2023 - ACS Publications
Since soft computing has gained a lot of attention in hydrological studies, this study focuses
on predicting aeration efficiency (E 20) using circular plunging jets employing soft computing …

Predictive models for prediction of broad crested gabion weir aeration performance

NK Tiwari, KM Luxmi, S Ranjan - Journal of Soft Computing in Civil …, 2023 - jsoftcivil.com
The gabion weirs serve the same functions that their counterpart impervious weirs do.
However, they have the advantage of being eco-friendly, more stable, and economical in …

Estimation of the depth of penetration in a plunging hollow jet using artificial intelligence techniques

D Bodana, NM Tiwari, S Ranjan… - Archives of Materials …, 2020 - yadda.icm.edu.pl
Purpose: Experimental investigations assessment and comparison of different classical
models and machine learning models employed with Gaussian process regression (GPR) …

Prediction of bearing capacity of H shaped skirted footings on sand using soft computing techniques

T Gnananandarao, VN Khatri… - Archives of Materials …, 2020 - archivesmse.org
Purpose: The present study aims to apply soft computing techniques, Artificial Neural
Network (ANN) and M5P model tree, to predict the ultimate bearing capacity of the H plan …

Spatiotemporal prediction of reference evapotranspiration in Araban Region, Türkiye: A machine learning based approach

A Tahsin, J Abdullahi, Aİ Karabulut… - Advanced Remote …, 2023 - publish.mersin.edu.tr
Accurate prediction of reference evapotranspiration (ET 0) is crucial for climate change
mitigation, water resources management, and agricultural activities. Therefore, this study …

[PDF][PDF] Estimation of discharge correction factor of modified Parshall flume using ANFIS and ANN

D Saran, NK Tiwari - Archives of Materials Science and …, 2020 - bibliotekanauki.pl
Purpose: To evaluate and compare the capability of ANFIS (Adaptive Neuro-Fuzzy-Inference
System), ANN (Artificial Neural Network), and MNLR (Multiple Non-linear Regression) …