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

Nitin Verma, S. P. Maurya, Ravi Kant, Kumar Hemant Singh, Raghav Singh, A. P. Singh, G. Hema, Manoj Srivastava, Alok Tiwari, Pankaj Kushwaha, Richa Singh

2024Earth Science Informatics17 citationsDOI

Topics & Concepts

Artificial neural networkInversion (geology)Probabilistic neural networkArtificial intelligenceAlgorithmComputer scienceReservoir modelingRadial basis functionMachine learningRangingFeedforward neural networkGeologyPattern recognition (psychology)SeismologyGeodesyTime delay neural networkTectonicsGeotechnical engineeringSeismic Imaging and Inversion TechniquesSeismic Waves and AnalysisDrilling and Well Engineering
Comparison of neural networks techniques to predict subsurface parameters based on seismic inversion: a machine learning approach | Litcius