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Prediction of rate of penetration in oil and gas drilling: a comparative review of machine learning methods and future research directions
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| Published in: | Journal of Petroleum Exploration and Production Technology |
|---|---|
| Format: | Online Article RSS Article |
| Published: |
2026
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| Subjects: | |
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| _version_ | 1871022023342292992 |
|---|---|
| collection | WordPress RSS FRELIP Feed Integration |
| container_title | Journal of Petroleum Exploration and Production Technology |
| description | |
| discipline_display | Petroleum, Oil and Gas |
| discipline_facet | Petroleum, Oil and Gas |
| format | Online Article RSS Article |
| genre | Journal Article |
| id | rss_article:103950 |
| institution | FRELIP |
| journal_source_facet | Journal of Petroleum Exploration and Production Technology |
| last_indexed | 2026-07-18T03:34:08.999Z |
| publishDate | 2026 |
| publishDateSort | 2026 |
| record_format | rss_article |
| spellingShingle | Prediction of rate of penetration in oil and gas drilling: a comparative review of machine learning methods and future research directions Petroleum, Oil and Gas General Petroleum, Oil and Gas |
| sub_discipline_display | General |
| sub_discipline_facet | General |
| subject_display | Petroleum, Oil and Gas General Petroleum, Oil and Gas |
| subject_facet | Petroleum, Oil and Gas General Petroleum, Oil and Gas |
| title | Prediction of rate of penetration in oil and gas drilling: a comparative review of machine learning methods and future research directions |
| title_alt | Predicción de la tasa de penetración en perforación de petróleo y gas: una revisión comparativa de métodos de aprendizaje automático y direcciones futuras de investigación Prédiction du taux de pénétration dans le forage pétrolier et gazier : une revue comparative des méthodes d'apprentissage automatique et des orientations futures de la recherche Predição da taxa de penetração em perfuração de petróleo e gás: uma revisão comparativa de métodos de aprendizado de máquina e direções futuras de pesquisa |
| title_auth | Prediction of rate of penetration in oil and gas drilling: a comparative review of machine learning methods and future research directions |
| title_es_txt | Predicción de la tasa de penetración en perforación de petróleo y gas: una revisión comparativa de métodos de aprendizaje automático y direcciones futuras de investigación |
| title_fr_txt | Prédiction du taux de pénétration dans le forage pétrolier et gazier : une revue comparative des méthodes d'apprentissage automatique et des orientations futures de la recherche |
| title_full | Prediction of rate of penetration in oil and gas drilling: a comparative review of machine learning methods and future research directions |
| title_fullStr | Prediction of rate of penetration in oil and gas drilling: a comparative review of machine learning methods and future research directions |
| title_full_unstemmed | Prediction of rate of penetration in oil and gas drilling: a comparative review of machine learning methods and future research directions |
| title_pt_txt | Predição da taxa de penetração em perfuração de petróleo e gás: uma revisão comparativa de métodos de aprendizado de máquina e direções futuras de pesquisa |
| title_short | Prediction of rate of penetration in oil and gas drilling: a comparative review of machine learning methods and future research directions |
| title_sort | prediction of rate of penetration in oil and gas drilling: a comparative review of machine learning methods and future research directions |
| topic | Petroleum, Oil and Gas General Petroleum, Oil and Gas |
| url | https://link.springer.com/article/10.1007/s13202-026-02189-7 |