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Ulrich G. Wortmann

University of Toronto

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TOC Prediction from Well Logs Using Gradient Boosting and Neural Network in the Santos Basin, SE Brazil

Number of pages: 40 Posted: 10 Jun 2025
Bernardo Chede, Andre Belem, ANA LUIZA S. ALBUQUERQUE, Luis Henrique Cordeiro, IGOR M. VENANCIO, Victor Carreira, Kristoffer Hallam, Lara de Paula Hercolano, Rodrigo Sobrinho, Andre Luiz Durante Spigolon, Pedro Afonso and Ulrich G. Wortmann
Universidade Federal Fluminense, UFF - Universidade Federal Fluminense - School of Engineering, University of São Paulo (USP), Universidade Federal Fluminense, University of Bremen - Center for Marine Environmental Sciences, Universidade Federal do Acre (UFAC), Universidade Federal Fluminense, Universidade Federal Fluminense, Universidade Federal Fluminense, Petrobras, Universidade Federal Fluminense and University of Toronto
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Total Organic Carbon, Gradient Boosting, Neural Network, Supervised Machine Learning, Unsupervised Machine Learning, Santos Basin