Qualitative and quantitative reservoir characterization using seismic inversion based on particle swarm optimization and genetic algorithm: a comparative case study Article Swipe

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Ravi Kant , S. P. Maurya , Kumar Hemant Singh , Kottakkaran Sooppy Nisar , Anoop Kumar Tiwari ·

YOU? · · 2024 · Open Access · · DOI: https://doi.org/10.1038/s41598-024-72278-2

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Particle Swarm Optimization

Geotechnical Engineering

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Particle swarm optimization Reservoir modeling Algorithm Computer science Genetic algorithm Inversion (geology) Metaheuristic Data mining Mathematical optimization Geology Machine learning Seismology Mathematics Geotechnical engineering Tectonics

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Type: article
Language: en
Landing Page: https://doi.org/10.1038/s41598-024-72278-2
OA Status: gold
Cited By: 16
References: 45
Related Works: 10
OpenAlex ID: https://openalex.org/W4402960300

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DOI: https://doi.org/10.1038/s41598-024-72278-2

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Title: Qualitative and quantitative reservoir characterization using seismic inversion based on particle swarm optimization and genetic algorithm: a comparative case study

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Type: article

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Language: en

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Publication year: 2024

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Publication date: 2024-09-29

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Authors: Ravi Kant, S. P. Maurya, Kumar Hemant Singh, Kottakkaran Sooppy Nisar, Anoop Kumar Tiwari

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Landing page: https://doi.org/10.1038/s41598-024-72278-2

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Concepts: Particle swarm optimization, Reservoir modeling, Algorithm, Computer science, Genetic algorithm, Inversion (geology), Metaheuristic, Data mining, Mathematical optimization, Geology, Machine learning, Seismology, Mathematics, Geotechnical engineering, Tectonics

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Cited by: 16

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Citations by year (recent): 2025: 11, 2024: 5

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