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Academic Innovations

Enhancing Mineral Prospect Mapping through Advanced Machine Learning Techniques and Imbalanced Data Handling: A Comprehensive Framework for Accurate Manganese Resource Exploration

Implementing Organization

Indian Institute of Technology Bhubaneswar

Innovator Details

Innovator
Prof. Soumyashree Debasis Sahoo

About

a) Create a map of potential manganese zones in the Dhenkanal and Angul districts of Odisha. b) Prepare a road map for delineating the exact source boundary using non-invasive geophysical technique, which can be used for making decision during scout drilling process. c) To prepare a ML algorithm to identify potential mineral zones across India.
Funding Organization
Funding Organization
Department of Science and Technology (DST)
Quick Information
TRL: Technology Readiness Level
5
TIH Name
iHub, IIT (ISM) Dhanbad
Status
ongoing
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