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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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container_title Lithosphere
description
discipline_display Natural Sciences
discipline_facet Natural Sciences
format Online Article
RSS Article
genre Journal Article
id rss_article:17667
institution FRELIP
journal_source_facet Lithosphere
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
Natural Sciences — Physical Sciences
Natural Sciences
sub_discipline_display Natural Sciences — Physical Sciences
sub_discipline_facet Natural Sciences — Physical Sciences
subject_display Geology
Natural Sciences — Physical Sciences
Natural Sciences
Geology
Natural Sciences — Physical Sciences
Natural Sciences
subject_facet Geology
Natural Sciences — Physical Sciences
Natural Sciences
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_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_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_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
Natural Sciences — Physical Sciences
Natural Sciences
url https://pubs.geoscienceworld.org/gsw/lithosphere/article/2026/2/lithosphere_2025_139/728376/A-Recurrent-Neural-Network-Surrogate-Model-with