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Amrita Singh
Amrita Singh
Post-doctoral Researcher, CSIR-NGRI, Hyderabad
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Year
Predicting lithology using neural networks from downhole data of a gas hydrate reservoir in the Krishna–Godavari basin, eastern Indian offshore
A Singh, M Ojha, K Sain
Geophysical Journal International 220 (3), 1813-1837, 2020
212020
Mapping of rock types using a joint approach by combining the multivariate statistics, self-organizing map and Bayesian neural networks: an example from IODP 323 site
M Karmakar, S Maiti, A Singh, M Ojha, BS Maity
Marine Geophysical Research 39, 407-419, 2018
172018
Machine learning in the classification of lithology using downhole NMR data of the NGHP-02 expedition in the Krishna-Godavari offshore Basin, India
A Singh, M Ojha
Marine and Petroleum Geology 135, 105443, 2022
132022
Modelling discontinuous well log signal to identify lithological boundaries via wavelet analysis: an example from KTB borehole data
A Singh, S Maiti, RK Tiwari
Journal of Earth System Science 125, 761-776, 2016
92016
Selection of optimum wavelet in CWT analysis of geophysical downhole data
A Singh, S Maiti, RK Tiwari
J. Indian Geophys. Union 21 (2), 153-166, 2017
62017
Stable clustering of ofshore downhole data using a combined k‑means and Gaussian mixture modelling approach
A Singh, M Ojha
Marine Geophysical Research 43 (3), 1:15, 2022
32022
Identification of Lithology using machine learning of gas hydrate reservoir in Krishna-Godavari offshore basin, India
A Singh, M Ojha, K Sain
2nd EAGE Conference on Reservoir Geoscience 2019 (1), 1-3, 2019
12019
Assessment of borehole Nuclear Magnetic Resonance data of gas hydrate bearing sediments using neural network technique in eastern Indian offshore
A Singh, M Ojha
AGU Fall meeting, 2020
2020
Machine Leraning: Characterization of Gas Hydrate Reservoir
A Singh,M Ojha
India international Science Festival (IISF) 2019, 1, 2019
2019
Delineating Gas Hydrate uisng Neural Network Learing in Krishna-Godavari offshore basin
A Singh, M Ojha, K Sain
Indian Geophysical Union(IGU) 2018 (1), 2018
2018
Effects of gas hydrate in identification of lithology using Neural Network in KG basin, eastern Indian margin
A Singh, M Ojha, K Sain
Association Of Exploration Geophysicists 2018 (1), 2018
2018
Lithology Boundary Identification Using Wavelet transform: An example from KtB Borehole site
A Singh, S Maiti
50th Annual Convention of Indian Geophysical Union (IGU) on “Sustainability …, 2014
2014
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