Optimizing Exploration Drill Location with Existing Data using Artificial Intelligence
Completed
Role: Principal InvestigatorGrant: TexMin/SEED/2021-2022/03/AGP
Dyke intruded fractured rock characterization using discrete dual porosity and neural network modelling of geo-electrical data for water resource management
Other
Agency: Department of Science and TechnologyRole: Principal InvestigatorGrant: CRG/2018/001368
Delineation of blind faults and its geometry around Kishanganj via Bayesian neural network inversion of gravity data
Completed
Role: Principal InvestigatorGrant: MoES/P.O. (Geosci)/44/2015
Multi-valued function approximation using neural networks: application to geophysical well log data
Completed
Role: Principal InvestigatorGrant: FRS (49)/2013-2014/AGP
Modelling of Discontinuous Geophysical Signal using Wavelet Transform
UniversityIndian Institute of Technology (ISM) Dhanbad
Year2017
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Aquifer Characterisation in parts of Sindhudurg District, Maharashtra, India using Geo-electrical and Hydro-geochemical data
UniversityIndian Institute of Technology (ISM) Dhanbad
Year2018
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Pore Pressure and Lithology Prediction using Machine Learning Techniques
UniversityIIT(ISM) Dhanbad
Year2020
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Integrated Geophysical Studies for Deciphering Crustal Structure and Seismotectonicsin parts of North Eastern Region, India
UniversityIndian Institute of Technology(Indian School of Mines) Dhanbad
Year2022
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Data-driven techniques for enhanced modelling of aquifer parameters
UniversityIndian Institute of Technology (ISM) Dhanbad
Year2023
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Development and application of rock physics techniques for geophysical mapping of the time-lapse elastic properties of reservoirs for CO2 sequestration and EOR
UniversityIndian Institute of Technology (ISM) Dhanbad
Year2023
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An integrated approach of well log, seismic and rock physics modeling to delineate hydrocarbon prospects at the Gulf of Khambhat, Mumbai offshore
UniversityIndian Institute of Technology (ISM) Dhanbad
Year2023
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Enhanced seismic characterization of deltaic channel sands using attribute analysis and machine learning
UniversityIndian Institute of Technology (ISM) Dhanbad
Year2023
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Hydrogeochemical Analysis with IWQI and AI/ML-based Groundwater Quality Prediction
UniversityIndian Institute of Technology(ISM) Dhanbad
Year2025
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Lithospheric structure and mechanical strength variations over the Indo-Burma Subduction zone, Southeast Asia
UniversityIndian Institute of Technology(ISM) Dhanbad
Year2025
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Scholarly Publications
Delineation of shallow resistivity structure around Malvan, Konkan region, Maharashtra by neural network inversion using vertical electrical sounding measurements