Stephan Ribeiro Perrout

Petrobras (Brazil) — Brazil

Engineering · Physical Sciences

3h-index21citations6works1.02yr avg
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Research Topics

Drilling and Well Engineering(4), Topic Modeling(2), Semantic Web and Ontologies(2), Tunneling and Rock Mechanics(2), Oil and Gas Production Techniques(2)

Publications6 total

Using Knowledge Graphs to Analyze Geomechanical Events in Daily Drilling Reports
Lecture notes in computer science·2025
An Ontology of Well Engineering Entities to Extract and Structure Text Data from Daily Reports
SPE/IADC International Drilling Conference and Exhibition·2025· 3 cited
Comparison of Relation Extraction Models for Generating Knowledge Graphs in the Oil Drilling Domain
2024Open Access
Development and Implementation of an IA-Based System to Automate Textual Classification on Daily Drilling Reports
Offshore Technology Conference Brasil·2023· 3 cited
PetroBERT: A Domain Adaptation Language Model for Oil and Gas Applications in Portuguese
Lecture notes in computer science·2022· 13 cited
Influence of Hole Cleaning on the Liner Cement Job in Papa Terra Field
Offshore Technology Conference Brasil·2019· 2 cited

Frequent Co-authors

Ivan Rizzo Guilherme(5), Bruno Elias Penteado(4), Luis C. S. Afonso(3), R. B. Rodrigues(2), Pedro I. M. Privatto(2), Rafael P. Murari(2), João Paulo Papa(2), Daniel Carlos Guimarães Pedronette(2), A. F. Riente(2), Marcelo Anunciação Jaculli(2), Nelson Choueri(2), José Ricardo Pelaquim Mendes(2), Gustavo José de Sousa(1), J. Queiroz(1), Isabel Silveira(1), Guilherme Vanni(1), Joao Anjos(1), Daniel Mendes(1), Rodolfo Balthazar Vadinal(1), Rodrigo De Campos Chuvas(1)