| Time-series production forecasting method based on the integration of Bidirectional Gated Recurrent Unit (Bi-GRU) network and Sparrow Search Algorithm (SSA) X Li, X Ma, F Xiao, C Xiao, F Wang, S Zhang Journal of Petroleum Science and Engineering 208, 109309, 2022 | 172 | 2022 |
| Geologic features and genesis of the barriers and intercalations in carbonates: A case study of the Cretaceous Mishrif Formation, West Qurna oil field, Iraq D Ya, G Rui, T Zhongyuan, T Wenhao, Y Yingjie, X Zhenyong, X Cong, ... Petroleum Exploration and Development 43 (1), 149-157, 2016 | 56 | 2016 |
| Sensitivity analysis of geometry for multi-stage fractured horizontal wells with consideration of finite-conductivity fractures in shale gas reservoirs M Liu, C Xiao, Y Wang, Z Li, Y Zhang, S Chen, G Wang Journal of Natural Gas Science and Engineering 22, 182-195, 2015 | 52 | 2015 |
| Non-intrusive subdomain POD-TPWL for reservoir history matching C Xiao, O Leeuwenburgh, HX Lin, A Heemink Computational Geosciences 23, 537-565, 2019 | 41 | 2019 |
| A semianalytical methodology for pressure-transient analysis of multiwell-pad-production scheme in shale gas reservoirs, part 1: new insights into flow regimes and multiwell … C Xiao, Y Dai, L Tian, H Lin, Y Zhang, Y Yang, T Hou, Y Deng SPE Journal 23 (03), 885-905, 2018 | 38 | 2018 |
| Conditioning of deep-learning surrogate models to image data with application to reservoir characterization C Xiao, O Leeuwenburgh, HX Lin, A Heemink Knowledge-Based Systems 220, 106956, 2021 | 28 | 2021 |
| Modelling of fractured horizontal wells with complex fracture network in natural gas hydrate reservoirs C Xiao, L Tian International Journal of Hydrogen Energy 45 (28), 14266-14280, 2020 | 28 | 2020 |
| A physics-constrained long-term production prediction method for multiple fractured wells using deep learning X Li, X Ma, F Xiao, C Xiao, F Wang, S Zhang Journal of Petroleum Science and Engineering 217, 110844, 2022 | 24 | 2022 |
| Comprehensive application of semi-analytical PTA and RTA to quantitatively determine abandonment pressure for CO2 storage in depleted shale gas reservoirs C Xiao, L Tian, Y Yang, Y Zhang, D Gu, S Chen Journal of Petroleum Science and Engineering 146, 813-831, 2016 | 23 | 2016 |
| Surrogate-assisted inversion for large-scale history matching: Comparative study between projection-based reduced-order modeling and deep neural network C Xiao, HX Lin, O Leeuwenburgh, A Heemink Journal of Petroleum Science and Engineering 208, 109287, 2022 | 21 | 2022 |
| Machine-learning-based well production prediction under geological and hydraulic fracture parameters uncertainty for unconventional shale gas reservoirs C Xiao, G Wang, Y Zhang, Y Deng Journal of Natural Gas Science and Engineering 106, 104762, 2022 | 20 | 2022 |
| Deep‐Learning‐Based Adjoint State Method: Methodology and Preliminary Application to Inverse Modelling C Xiao, Y Deng, G Wang Water Resources Research, 2021 | 20 | 2021 |
| Multistep ahead multiphase production prediction of fractured wells using bidirectional gated recurrent unit and multitask learning X Li, X Ma, F Xiao, C Xiao, F Wang, S Zhang SPE Journal 28 (01), 381-400, 2023 | 18 | 2023 |
| Model‐Reduced Adjoint‐Based Inversion Using Deep‐Learning: Example of Geological Carbon Sequestration Modeling C Xiao, S Zhang, X Ma, J Jin, T Zhou Water Resources Research 58 (1), e2021WR031041, 2022 | 17 | 2022 |
| Deep-learning-generalized data-space inversion and uncertainty quantification framework for accelerating geological CO2 plume migration monitoring C Xiao, S Zhang, X Ma, T Zhou, T Hou, F Chen Geoenergy Science and Engineering 224, 211627, 2023 | 16 | 2023 |
| Small-sample production prediction of fractured wells using multitask learning X Li, X Ma, F Xiao, C Xiao, F Wang, S Zhang SPE Journal 27 (03), 1504-1519, 2022 | 15 | 2022 |
| A novel approach to detect interacting behavior between hydraulic fracture and natural fracture by use of semianalytical pressure-transient model C Xiao, L Tian, Y Zhang, T Hou, Y Yang, Y Deng, Y Wang, S Chen SPE Journal 22 (06), 1834-1855, 2017 | 15 | 2017 |
| Hierarchical surrogate-assisted evolutionary algorithm for integrated multi-objective optimization of well placement and hydraulic fracture parameters in unconventional shale … J Zhou, H Wang, C Xiao, S Zhang Energies 16 (1), 303, 2022 | 14 | 2022 |
| Semi-analytical modeling of productivity analysis for five-spot well pattern scheme in methane hydrocarbon reservoirs C Xiao, Z Meng, L Tian International Journal of Hydrogen Energy 44 (49), 26955-26969, 2019 | 13 | 2019 |
| Surrogate-assisted hydraulic fracture optimization workflow with applications for shale gas reservoir development: A comparative study of machine learning models C Xiao, S Zhang, X Ma, T Zhou, X Li Natural Gas Industry B 9 (3), 219-231, 2022 | 9 | 2022 |
