Physics-informed neural network-based model for parameter sensitivity analysis in shale hydraulic fracturing
Kaydedildi:
| Yayımlandı: | SSRN Electronic Journal |
|---|---|
| Yazar: | |
| Diğer Yazarlar: | , , , , , |
| Materyal Türü: | Preprint |
| Dil: | İngilizce |
| Baskı/Yayın Bilgisi: |
RELX Group (Netherlands)
2025
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| Konular: | |
| Online Erişim: | https://doi.org/10.2139/ssrn.5531853 |
| Etiketler: |
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| _version_ | 1878922830483030016 |
|---|---|
| author | Tao Wang |
| author2 | Gang Xu Liyuan Liu Yao Zhang Sitao Zhu Hongyang Chu Kaikai Zhao |
| author_browse | Gang Xu Hongyang Chu Kaikai Zhao Liyuan Liu Sitao Zhu Tao Wang Yao Zhang |
| author_facet | Tao Wang Gang Xu Liyuan Liu Yao Zhang Sitao Zhu Hongyang Chu Kaikai Zhao |
| author_sort | tao wang |
| collection | OpenAlex (Petróleo y Energía) |
| container_title | SSRN Electronic Journal |
| doi_str_mv | 10.2139/ssrn.5531853 |
| first_indexed | 2026-10-13T08:34:05Z |
| format | Preprint |
| id | openalex-W4414549689 |
| language | English |
| last_indexed | 2026-10-13T08:34:05Z |
| publishDate | 2025 |
| publishDateSort | 2025 |
| publisher | RELX Group (Netherlands) |
| publisherStr | RELX Group (Netherlands) |
| record_format | oai_dc |
| spelling | Physics-informed neural network-based model for parameter sensitivity analysis in shale hydraulic fracturing Tao Wang Gang Xu Liyuan Liu Yao Zhang Sitao Zhu Hongyang Chu Kaikai Zhao Hydraulic Fracturing and Reservoir Analysis Rock Mechanics and Modeling Hydrocarbon exploration and reservoir analysis breakdown pressure physics-informed neural networks parameter sensitivity analysis Sobol indices Darcy's law injection rate principal stress difference shale gas production RELX Group (Netherlands) SSRN Electronic Journal 10.2139/ssrn.5531853 OpenAlex (Petróleo y Energía) |
| spellingShingle | Physics-informed neural network-based model for parameter sensitivity analysis in shale hydraulic fracturing Tao Wang Hydraulic Fracturing and Reservoir Analysis Rock Mechanics and Modeling Hydrocarbon exploration and reservoir analysis breakdown pressure physics-informed neural networks parameter sensitivity analysis Sobol indices Darcy's law injection rate principal stress difference shale gas production |
| title | Physics-informed neural network-based model for parameter sensitivity analysis in shale hydraulic fracturing |
| title_full | Physics-informed neural network-based model for parameter sensitivity analysis in shale hydraulic fracturing |
| title_fullStr | Physics-informed neural network-based model for parameter sensitivity analysis in shale hydraulic fracturing |
| title_full_unstemmed | Physics-informed neural network-based model for parameter sensitivity analysis in shale hydraulic fracturing |
| title_short | Physics-informed neural network-based model for parameter sensitivity analysis in shale hydraulic fracturing |
| title_sort | physics-informed neural network-based model for parameter sensitivity analysis in shale hydraulic fracturing |
| topic | Hydraulic Fracturing and Reservoir Analysis Rock Mechanics and Modeling Hydrocarbon exploration and reservoir analysis breakdown pressure physics-informed neural networks parameter sensitivity analysis Sobol indices Darcy's law injection rate principal stress difference shale gas production |
| topic_facet | Hydraulic Fracturing and Reservoir Analysis Rock Mechanics and Modeling Hydrocarbon exploration and reservoir analysis breakdown pressure physics-informed neural networks parameter sensitivity analysis Sobol indices Darcy's law injection rate principal stress difference shale gas production |
| url | https://doi.org/10.2139/ssrn.5531853 |