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A Recurrent Neural Network Surrogate Model with Few-Shot Strategy for CO 2 Storage in Deep Subsurface Saline Aquifer with Limited Direct Numerical Simulation Samples
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| Published in: | Lithosphere |
|---|---|
| Format: | Online Article RSS Article |
| Published: |
2026
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| _version_ | 1868552970128326656 |
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| collection | WordPress RSS FRELIP Feed Integration |
| container_title | Lithosphere |
| description | |
| discipline_display | Geology |
| discipline_facet | Geology |
| format | Online Article RSS Article |
| genre | Journal Article |
| id | rss_article:70232 |
| institution | FRELIP |
| journal_source_facet | Lithosphere |
| last_indexed | 2026-06-20T21:29:33.752Z |
| publishDate | 2026 |
| publishDateSort | 2026 |
| record_format | rss_article |
| spellingShingle | A Recurrent Neural Network Surrogate Model with Few-Shot Strategy for CO 2 Storage in Deep Subsurface Saline Aquifer with Limited Direct Numerical Simulation Samples Geology General Geology |
| sub_discipline_display | General |
| sub_discipline_facet | General |
| subject_display | Geology General Geology |
| subject_facet | Geology General Geology |
| title | A Recurrent Neural Network Surrogate Model with Few-Shot Strategy for CO 2 Storage in Deep Subsurface Saline Aquifer with Limited Direct Numerical Simulation Samples |
| title_alt | Un modelo sustituto de red neuronal recurrente con estrategia de pocas muestras para el almacenamiento de CO2 en acuíferos salinos profundos del subsuelo con muestras limitadas de simulación numérica directa Un modèle de substitution de réseau neuronal récurrent avec stratégie de faible nombre d'échantillons pour le stockage de CO₂ dans un aquifère salin profond souterrain avec des échantillons limités de simulation numérique directe Um modelo substituto de rede neural recorrente com estratégia de poucas amostras para armazenamento de CO2 em aquífero salino profundo subsuperficial com amostras limitadas de simulação numérica direta |
| title_auth | A Recurrent Neural Network Surrogate Model with Few-Shot Strategy for CO 2 Storage in Deep Subsurface Saline Aquifer with Limited Direct Numerical Simulation Samples |
| title_es_txt | Un modelo sustituto de red neuronal recurrente con estrategia de pocas muestras para el almacenamiento de CO2 en acuíferos salinos profundos del subsuelo con muestras limitadas de simulación numérica directa |
| title_fr_txt | Un modèle de substitution de réseau neuronal récurrent avec stratégie de faible nombre d'échantillons pour le stockage de CO₂ dans un aquifère salin profond souterrain avec des échantillons limités de simulation numérique directe |
| title_full | A Recurrent Neural Network Surrogate Model with Few-Shot Strategy for CO 2 Storage in Deep Subsurface Saline Aquifer with Limited Direct Numerical Simulation Samples |
| title_fullStr | A Recurrent Neural Network Surrogate Model with Few-Shot Strategy for CO 2 Storage in Deep Subsurface Saline Aquifer with Limited Direct Numerical Simulation Samples |
| title_full_unstemmed | A Recurrent Neural Network Surrogate Model with Few-Shot Strategy for CO 2 Storage in Deep Subsurface Saline Aquifer with Limited Direct Numerical Simulation Samples |
| title_pt_txt | Um modelo substituto de rede neural recorrente com estratégia de poucas amostras para armazenamento de CO2 em aquífero salino profundo subsuperficial com amostras limitadas de simulação numérica direta |
| title_short | A Recurrent Neural Network Surrogate Model with Few-Shot Strategy for CO 2 Storage in Deep Subsurface Saline Aquifer with Limited Direct Numerical Simulation Samples |
| title_sort | a recurrent neural network surrogate model with few-shot strategy for co 2 storage in deep subsurface saline aquifer with limited direct numerical simulation samples |
| topic | Geology General Geology |
| url | https://pubs.geoscienceworld.org/gsw/lithosphere/article/2026/2/lithosphere_2025_139/728376/A-Recurrent-Neural-Network-Surrogate-Model-with |