Prof Saumen Maiti
vidwan id: 97578
Associate Professor, Department of Applied Geophysics
Indian Institute of Technology (Indian School of Mines), Dhanbad
Expertise
- Geochemistry and Geophysics
Publications
Publications
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Scopus
h-index
15
CrossRef
Citations
665
h-index
15
Google Scholar
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Professional Recognition
MS Krishnan Gold Medal by Indian Geophysical Union(IGU), Hyderabad
Indian Geophysical Union(IGU), HyderabadJSPS-Japan-KAGI
Koyto University JapanInterns-CSIR Diamond Jublee
CSIR-NGRI-HyderabadGlobal Initiative of Academic Network (GIAN) course on "Inverse Methods and Machine Learning: Applications in Geosciences” (Course ID: 2414024)"
Ministry of Education, Govt. of IndiaEDP Course on the topic” Resource Parameter Estimation and Forecasting Using Skillful and Interpretable AI/ML of Geoscience Data”
ONGC,OIL,CDAC,RIL, OilMaxCommunity & Membership
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Association of Exploration Geophysicists(AEG)
Society of Exploration Geophysicists (SEG) USA
Life Member, Indian Geophysical Union,Hyderabad
Bio
Geophysical Exploration, Inverse Modelling, Machine Learning & Artificial Intelligence Application In Geophysics, Bayesian Data Analysis, Nonlinear Geophysical Time Series Analysis
Personal Details
- Male
- Associate Professor , Indian Institute of Technology (Indian School of Mines), Dhanbad
- Indian Institute of Technology (ISM) Dhanbad
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Co-Authors (8)
University of Petroleum and Energy Studies, Dehradun
Dr D Y Patil Vidyapeeth, Pune
CSIR-National Geophysical Research Institute
CSIR-National Geophysical Research Institute
CSIR-National Geophysical Research Institute
KIET Group of Institutions (Krishna Institute of Engineering and Technology), Ghaziabad
Indian Institute of Technology Kharagpur
DST-Indian Institute of Geomagnetism
Scholarly Work
Optimizing Exploration Drill Location with Existing Data using Artificial Intelligence
Funding Agency: TexMin
Principal Investigator(PI)
740,000
2021 - 2022
Dyke intruded fractured rock characterization using discrete dual porosity and neural network modelling of geo-electrical data for water resource management
Funding Agency: Department of Science and Technology, Govt. of India
Principal Investigator(PI)
Rs. 26, 22,000/-
2019 - Ongoing
Delineation of blind faults and its geometry around Kishanganj via Bayesian neural network inversion of gravity data
Funding Agency: Ministry of Earth Sciences (MoES), Govt. of India, New Delhi, India
Principal Investigator(PI)
Rs. 38, 56,700/-
2015 - 2019
Multi-valued function approximation using neural networks: application to geophysical well log data
Funding Agency: Indian Institute of Technology(ISM) Dhanbad
Principal Investigator(PI)
Rs. 5.2 lakhs
2014 - 2017
Modelling of Discontinuous Geophysical Signal using Wavelet Transform.
Aquifer Characterisation in parts of Sindhudurg District, Maharashtra, India using Geo-electrical and Hydro-geochemical data.
Pore Pressure and Lithology Prediction using Machine Learning Techniques
Integrated Geophysical Studies for Deciphering Crustal Structure and Seismotectonicsin parts of North Eastern Region, India
Data-driven techniques for enhanced modelling of aquifer parameters.
]: Development and application of rock physics techniques for geophysical mapping of the time-lapse elastic properties of reservoirs for CO2 sequestration and EOR
An integrated approach of well log, seismic and rock physics modeling to delineate hydrocarbon prospects at the Gulf of Khambhat, Mumbai offshore.
Enhanced seismic characterization of deltaic channel sands using attribute analysis and machine learning.
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