Theo dơi
Dr. Deepak kumar, PhD
Dr. Deepak kumar, PhD
Email được xác minh tại nitp.ac.in
Tiêu đề
Trích dẫn bởi
Trích dẫn bởi
Năm
Long short-term memory (LSTM) recurrent neural network for low-flow hydrological time series forecasting
BB Sahoo, R Jha, A Singh, D Kumar
Acta Geophysica 67 (5), 1471-1481, 2019
2472019
Compressive strength prediction of high-performance concrete using gradient tree boosting machine
MR Kaloop, D Kumar, P Samui, JW Hu, D Kim
Construction and Building Materials 264, 120198, 2020
1312020
Forecasting monthly precipitation using sequential modelling
D Kumar, A Singh, P Samui, RK Jha
Hydrological sciences journal 64 (6), 690-700, 2019
1282019
Application of soft computing techniques for shallow foundation reliability in geotechnical engineering
R Ray, D Kumar, P Samui, LB Roy, ATC Goh, W Zhang
Geoscience Frontiers 12 (1), 375-383, 2021
992021
Proposing several hybrid PSO-extreme learning machine techniques to predict TBM performance
J Zeng, B Roy, D Kumar, AS Mohammed, DJ Armaghani, J Zhou, ...
Engineering with Computers, 1-17, 2022
802022
A novel approach for forecasting of ground vibrations resulting from blasting: modified particle swarm optimization coupled extreme learning machine
D Jahed Armaghani, D Kumar, P Samui, M Hasanipanah, B Roy
Engineering with computers 37, 3221-3235, 2021
762021
Particle swarm optimization algorithm-extreme learning machine (PSO-ELM) model for predicting resilient modulus of stabilized aggregate bases
MR Kaloop, D Kumar, P Samui, AR Gabr, JW Hu, X Jin, B Roy
Applied Sciences 9 (16), 3221, 2019
762019
A novel intelligent ELM-BBO technique for predicting distance of mine blasting-induced flyrock
BR Murlidhar, D Kumar, D Jahed Armaghani, ET Mohamad, B Roy, ...
Natural Resources Research 29, 4103-4120, 2020
642020
A wavelet-particle swarm optimization-extreme learning machine hybrid modeling for significant wave height prediction
MR Kaloop, D Kumar, F Zarzoura, B Roy, JW Hu
Ocean Engineering 213, 107777, 2020
592020
Sobol sensitivity approach for the appraisal of geomedical health risks associated with oral intake and dermal pathways of groundwater fluoride in a semi-arid region of south India
D Karunanidhi, P Aravinthasamy, D Kumar, T Subramani, PD Roy
Ecotoxicology and environmental safety 194, 110438, 2020
572020
Genetic-algorithm-optimized sequential model for water temperature prediction
S Stajkowski, D Kumar, P Samui, H Bonakdari, B Gharabaghi
Sustainability 12 (13), 5374, 2020
562020
Chromium contamination in groundwater and Sobol sensitivity model based human health risk evaluation from leather tanning industrial region of South India
D Karunanidhi, P Aravinthasamy, T Subramani, D Kumar, G Venkatesan
Environmental Research 199, 111238, 2021
522021
Application of support vector regression for modeling low flow time series
BB Sahoo, R Jha, A Singh, D Kumar
KSCE Journal of Civil Engineering 23, 923-934, 2019
522019
Predicting groundwater depth fluctuations using deep learning, extreme learning machine and Gaussian process: a comparative study
D Kumar, T Roshni, A Singh, MK Jha, P Samui
Earth Science Informatics 13 (4), 1237-1250, 2020
442020
Source characterization and human health risk assessment of nitrate in groundwater of middle Gangetic Plain, India
D Kumar, A Singh, RK Jha, BB Sahoo, SK Sahoo, V Jha
Arabian journal of geosciences 12, 1-12, 2019
432019
Using spatial statistics to identify the uranium hotspot in groundwater in the mid-eastern Gangetic plain, India
D Kumar, A Singh, RK Jha, SK Sahoo, V Jha
Environmental Earth Sciences 77, 1-12, 2018
342018
Sobol sensitivity analysis for risk assessment of uranium in groundwater
D Kumar, A Singh, P Kumar, RK Jha, SK Sahoo, V Jha
Environmental Geochemistry and health 42, 1789-1801, 2020
312020
Investigation of health risks related with multipath entry of groundwater nitrate using Sobol sensitivity indicators in an urban-industrial sector of south India
D Karunanidhi, P Aravinthasamy, T Subramani, D Kumar, R Setia
Environmental Research 200, 111726, 2021
302021
Data-driven approach for rainfall-runoff modelling using equilibrium optimizer coupled extreme learning machine and deep neural network
B Roy, MP Singh, MR Kaloop, D Kumar, JW Hu, R Kumar, WS Hwang
Applied Sciences 11 (13), 6238, 2021
292021
A variance decomposition approach for risk assessment of groundwater quality
D Kumar, A Singh, RK Jha, SK Sahoo, V Jha
Exposure and Health 11, 139-151, 2019
292019
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