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Pavitra Kumar
Pavitra Kumar
Department of Geography and Planning, University of Liverpool, United Kingdom
liverpool.ac.uk의 이메일 확인됨
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Developing machine learning algorithms for meteorological temperature and humidity forecasting at Terengganu state in Malaysia
MS Hanoon, AN Ahmed, N Zaini, A Razzaq, P Kumar, M Sherif, ...
Scientific reports 11 (1), 18935, 2021
922021
Suspended sediment load prediction using long short-term memory neural network
N AlDahoul, Y Essam, P Kumar, AN Ahmed, M Sherif, A Sefelnasr, ...
Scientific Reports 11 (1), 7826, 2021
722021
Artificial neural network model with different backpropagation algorithms and meteorological data for solar radiation prediction
SY Heng, WM Ridwan, P Kumar, AN Ahmed, CM Fai, AH Birima, ...
Scientific reports 12 (1), 10457, 2022
622022
Past, present and perspective methodology for groundwater modeling-based machine learning approaches
AIA Osman, AN Ahmed, YF Huang, P Kumar, AH Birima, M Sherif, ...
Archives of Computational Methods in Engineering 29 (6), 3843-3859, 2022
522022
Review of Nitrogen Compounds Prediction in Water Bodies Using Artificial Neural Networks and Other Models
P Kumar, SH Lai, JK Wong, NS Mohd, MR Kamal, HA Afan, AN Ahmed, ...
Sustainability 12 (11), 4359, 2020
522020
Exploring the reliability of different artificial intelligence techniques in predicting earthquake for Malaysia
Y Essam, P Kumar, AN Ahmed, MA Murti, A El-Shafie
Soil Dynamics and Earthquake Engineering 147, 106826, 2021
412021
Predicting freshwater production and energy consumption in a seawater greenhouse based on ensemble frameworks using optimized multi-layer perceptron
M Ehteram, AN Ahmed, P Kumar, M Sherif, A El-Shafie
Energy Reports 7, 6308-6326, 2021
342021
Prediction of hydropower generation via machine learning algorithms at three Gorges Dam, China
MS Hanoon, AN Ahmed, A Razzaq, AY Oudah, A Alkhayyat, YF Huang, ...
Ain Shams Engineering Journal 14 (4), 101919, 2023
332023
Feasibility analysis for predicting the compressive and tensile strength of concrete using machine learning algorithms
BHZ Sami, BFZ Sami, P Kumar, AN Ahmed, GE Amieghemen, MM Sherif, ...
Case Studies in Construction Materials 18, e01893, 2023
312023
Optimised neural network model for river-nitrogen prediction utilizing a new training approach
P Kumar, SH Lai, NS Mohd, MR Kamal, HA Afan, AN Ahmed, M Sherif, ...
Plos one 15 (9), e0239509, 2020
272020
Modeling the infiltration rate of wastewater infiltration basins considering water quality parameters using different artificial neural network techniques
G Abdalrahman, SH Lai, P Kumar, AN Ahmed, M Sherif, A Sefelnasr, ...
Engineering Applications of Computational Fluid Mechanics 16 (1), 397-421, 2022
242022
Predicting evaporation with optimized artificial neural network using multi-objective salp swarm algorithm
M Ehteram, F Panahi, AN Ahmed, YF Huang, P Kumar, A Elshafie
Environmental Science and Pollution Research, 1-27, 2022
222022
Advanced water level prediction for a large-scale river–lake system using hybrid soft computing approach: a case study in Dongting Lake, China
B Deng, SH Lai, C Jiang, P Kumar, A El-Shafie, RJ Chin
Earth Science Informatics 14, 1987-2001, 2021
222021
Wind speed prediction over Malaysia using various machine learning models: potential renewable energy source
MS Hanoon, AN Ahmed, P Kumar, A Razzaq, N Zaini, YF Huang, M Sherif, ...
Engineering Applications of Computational Fluid Mechanics 16 (1), 1673-1689, 2022
202022
Investigating the application of artificial intelligence for earthquake prediction in Terengganu
S Marhain, AN Ahmed, MA Murti, P Kumar, A El-Shafie
Natural Hazards 108 (1), 977-999, 2021
192021
Optimized model inputs selections for enhancing river streamflow forecasting accuracy using different artificial intelligence techniques
YM Tofiq, SD Latif, AN Ahmed, P Kumar, A El-Shafie
Water Resources Management 36 (15), 5999-6016, 2022
172022
Enhancement of nitrogen prediction accuracy through a new hybrid model using ant colony optimization and an Elman neural network
P Kumar, SH Lai, NS Mohd, MR Kamal, AN Ahmed, M Sherif, A Sefelnasr, ...
Engineering Applications of Computational Fluid Mechanics 15 (1), 1843-1867, 2021
152021
Review on wastewater treatment ponds clogging under artificial recharge: Impacting factors and future modelling
GAM Abdalrahman, SH Lai, I Snounu, P Kumar, A Sefelnasr, M Sherif, ...
Journal of Water Process Engineering 40, 101848, 2021
142021
Application of soft computing in predicting groundwater quality parameters
MS Hanoon, AM Ammar, AN Ahmed, A Razzaq, AH Birima, P Kumar, ...
Frontiers in Environmental Science 10, 828251, 2022
122022
Three Steps towards Better Forecasting for Streamflow Deep Learning
WY Tan, SH Lai, FY Teo, DJ Armaghani, K Pavitra, A El-Shafie
Applied Sciences 12 (24), 12567, 2022
112022
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