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Xia Yan

affiliation not provided to SSRN

SCHOLARLY PAPERS

5

DOWNLOADS

266

TOTAL CITATIONS

0

Scholarly Papers (5)

1.

Gradient-Boosted Spatiotemporal Neural Network for Simulating Underground Hydrogen Storage in Aquifers

Number of pages: 30 Posted: 20 May 2024
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 68 (891,180)

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gradient-boosted spatiotemporal neural network, underground hydrogen storage in aquifers, spatiotemporal gradient operators, multiphase flow

2.

Use Deep Transfer Learning for Efficient Time-Series Updating of Subsurface Flow Surrogate Model

Number of pages: 29 Posted: 31 Aug 2024
affiliation not provided to SSRN, Qingdao University of Technology, Qingdao University of Technology, Jinding Zhang, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 60 (961,006)

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History Matching, Deep Transfer Learning, Surrogate model, Uncertainty Quantification

3.

Gradient-Guided Convolutional Autoencoder for Predicting Co2 Storage in Saline Aquifers with Multiple Geological Scenarios and Well Placements

Number of pages: 41 Posted: 01 Jun 2024
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 49 (1,074,648)

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CO2 sequestration, Gradient-guided Convolutional AutoEncoder, Physical prior knowledge, Deep learning method

Gradient-Guided Convolutional Autoencoder for Predicting Co2 Storage in Saline Aquifers with Multiple Geological Scenarios and Well Placements

Number of pages: 32 Posted: 22 Apr 2024
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 29 (1,371,100)

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Gradient-guided Convolutional AutoEncoder, Physical prior knowledge, CO2 storage in saline aquifers, Well placement variations

Gradient-Guided Convolutional Autoencoder for Predicting Co2 Storage in Saline Aquifers with Multiple Geological Scenarios and Well Placements

Number of pages: 41 Posted: 17 Jul 2024
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 20 (1,500,232)

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CO2 sequestration, Gradient-guided Convolutional AutoEncoder, Physical prior knowledge, Deep learning method

5.

A Novel Method for Trajectory Recognition and Working Condition Diagnosis of Sucker Rod Pumping Systems Based on High-Resolution Representation Learning

Number of pages: 25 Posted: 08 Jul 2022
affiliation not provided to SSRN, Qingdao University of Technology, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Qingdao University of Technology, affiliation not provided to SSRN, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 40 (1,183,237)

Abstract:

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High-resolution representation, Rod pumping system, Key points detection, Trajectory recognition, Working condition diagnosis