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Liu, Piyang
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1

Soft Actor-Critic Based Deep Reinforcement Learning Method ..:

, In: Springer Series in Geomechanics and Geoengineering; Proceedings of the International Field Exploration and Development Conference 2023,
Xin, Guo-jing ; Zhang, Kai ; Wang, Zhong-zheng... - p. 353-366 , 2024
Link: https://doi.org/10.1007/..
 
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2

Research on Prediction of the Effects of Oil-Increasing Mea..:

, In: Springer Series in Geomechanics and Geoengineering; Proceedings of the International Field Exploration and Development Conference 2023,
Yang, Lu ; Zhang, Kai ; Zhang, Li- ming... - p. 21-30 , 2024
Link: https://doi.org/10.1007/..
 
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3

Global and Local Search Experience-Based Evolutionary Seque..:

Cao, Chenming ; Zhang, Kai ; Xue, Xiaoming...
IEEE Transactions on Evolutionary Computation.  , 2024
Link: https://doi.org/10.1109/..
 
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4

An offline data-driven dual-surrogate framework considering..:

Zhang, Jinding ; Zhang, Kai ; Zhang, Liming...
Computers & Geosciences.  192 (2024)  - p. 105680 , 2024
Link: https://doi.org/10.1016/..
 
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5

Multi-surrogate framework with an adaptive selection mechan..:

Wang, Jia-Lin ; Zhang, Li-Ming ; Zhang, Kai...
Petroleum Science.  21 (2024)  1 - p. 366-383 , 2024
Link: https://doi.org/10.1016/..
 
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6

Modeling reactive flow dynamics of gelled acid in fracture-..:

Kong, Xue ; Liu, Piyang ; Zhang, Kai..
Science and Technology for Energy Transition.  79 (2024)  - p. 34 , 2024
Link: https://doi.org/10.2516/..
 
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7

Hybrid Model Based on Attention Mechanism for Production Pr..:

, In: Springer Series in Geomechanics and Geoengineering; Proceedings of the International Field Exploration and Development Conference 2023,
Wang, Xin-yan ; Zhang, Kai ; Zhang, Li-ming... - p. 158-173 , 2024
Link: https://doi.org/10.1007/..
 
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8

Ensemble variational Bayesian approximation for the inversi..:

Zhang, Zhao ; Liu, Piyang ; Liu, Ying..
Journal of Computational Physics.  510 (2024)  - p. 113052 , 2024
Link: https://doi.org/10.1016/..
 
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9

Physics-informed neural network simulation of two-phase flo..:

Yan, Xia ; Lin, Jingqi ; Wang, Sheng...
Advances in Water Resources.  189 (2024)  - p. 104731 , 2024
Link: https://doi.org/10.1016/..
 
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10

A phase field framework to model acid fracture propagation ..:

Zeng, Qingdong ; Li, Taixu ; Liu, Piyang...
Computers and Geotechnics.  174 (2024)  - p. 106658 , 2024
Link: https://doi.org/10.1016/..
 
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11

Towards efficient and accurate CO2 sequestration optimizati..:

Lin, Jingqi ; Zhang, Kai ; Zhang, Liming...
Fuel.  356 (2024)  - p. 129343 , 2024
Link: https://doi.org/10.1016/..
 
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12

Study of Spatial Feature Extraction Methods for Surrogate M..:

, In: Springer Series in Geomechanics and Geoengineering; Proceedings of the International Field Exploration and Development Conference 2023,
Zhang, Jin-ding ; Zhang, Kai ; Zhang, Li-ming... - p. 174-184 , 2024
Link: https://doi.org/10.1007/..
 
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13

An efficient transformer-based surrogate model with end-to-..:

Zhang, Jinding ; Kang, Jinzheng ; Zhang, Kai...
Geoenergy Science and Engineering.  240 (2024)  - p. 212994 , 2024
Link: https://doi.org/10.1016/..
 
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14

A maximum entropy deep reinforcement learning method for se..:

Zhang, Kai ; Sun, Zifeng ; Zhang, Liming...
Geoenergy Science and Engineering.  240 (2024)  - p. 213004 , 2024
Link: https://doi.org/10.1016/..
 
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15

Enhancing Oil–Water Flow Prediction in Heterogeneous Porous..:

Feng, Gaocheng ; Zhang, Kai ; Wan, Huan...
Water.  16 (2024)  10 - p. 1411 , 2024
Link: https://doi.org/10.3390/..
 
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