G. Hema

Comparison of neural networks techniques to predict subsurface parameters based on seismic inversion: a machine learning approach

Nitin Verma, S. P. Maurya, Ravi Kant et al. · Earth Science Informatics · 2024 · 17 citations

Natural Sciences, Earth Sciences, Geophysics +17

Enhancement of CO2 monitoring in the sleipner field (north sea) using seismic inversion based on simulated annealing of time-lapse seismic data

G. Hema, S. P. Maurya, Ravi Kant et al. · Marine and Petroleum Geology · 2024 · 15 citations

Natural Sciences, Earth Sciences, Geophysics +16

Integrated thin layer classification and reservoir characterization using sparse layer reflectivity inversion and radial basis function neural network: a case study

Raghav Singh, Aditya Srivastava, Ravi Kant et al. · Marine Geophysical Research · 2024 · 12 citations

Engineering, Earth Sciences, Petroleum Engineering +17

Seismic inversion based on principal component analysis and probabilistic neural network for prediction of porosity from post-stack seismic data

Nitin Verma, Ravi Kant, S. P. Maurya et al. · Earth Science Informatics · 2024 · 11 citations

Natural Sciences, Earth Sciences, Geophysics +17