Xianzhi Song

China University of Petroleum, Beijing — China

Materials Science · Physical Sciences

9h-index436citations36works3.02yr avg
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Research Topics

Carbon and Quantum Dots Applications(11), Drilling and Well Engineering(10), Hydraulic Fracturing and Reservoir Analysis(8), Luminescence and Fluorescent Materials(6), Oil and Gas Production Techniques(6)

Publications36 total

A study on cave compensation mechanism in heat extraction of fractured karst geothermal reservoirs
Geoenergy Science and Engineering·2026
EHTGNN: An Explainable Hybrid Temporal Graph Neural Network for robust rate of penetration prediction in drilling operations
Geoenergy Science and Engineering·2025
A Knowledge-Guided Temporal Graph Neural Network for Predicting Rate of Penetration in Complex Formations
SPE Journal·2025· 2 cited
Real-Time Bit Performance Monitoring: A Dual-Dimensional Graph Attention Network with Multivariate Time-Series Data
SPE Annual Technical Conference and Exhibition·2025
Symmetric Boron-Bridged Carbon Quantum Frameworks for Light-Emitting Diodes with over 20% External Quantum Efficiency
Journal of the American Chemical Society·2025· 5 cited
Deep‐Blue Electroluminescent Light‐Emitting Diodes with Efficient Hot‐Exciton Emission from Carbon Quantum Gear Rack
Advanced Materials·2025· 2 citedOpen Access
Six-angle polarized snowflake-like carbon quantum dots via electrostatic reversion for low-cost and high-efficiency solar cells
Joule·2025· 7 cited
Fourier neural operator-based temperature field prediction model for fractured geothermal reservoirs: addressing diverse fracture morphologies and injection-production parameters
Geothermics·2025· 2 cited
"Comparative analysis of rate of penetration prediction and optimization in deep wells using real-time continuous stacked generalization ensemble learning: A case study in Shunbei"
Geoenergy Science and Engineering·2025· 5 cited
High-brightness electroluminescent white light-emitting diodes based on solution-processable, yellow-emissive carbon quantum dots
Journal of Materials Chemistry C·2025
Kick Risk Diagnosis Method Based on Ensemble Learning Models
Processes·2024· 4 citedOpen Access
Mechanism and Data Fusion Method for Predicting Wear and Life of Polycrystalline Diamond Compact Bits Based on the Gaussian Process Regression
SPE Journal·2024· 2 cited
Wellbore Temperature Prediction Model and Influence Law of Ultra-Deep Wells in Shunbei Field, China
Processes·2024· 10 citedOpen Access
Experimental Study of Fluid Rheological Properties on the Friction of Cuttings Bed in the Horizontal Well
2024· 1 cited
Kick Warning and Pressure Inversion Method Based on Wellhead Pressure Signal
2024
Analytical and Numerical Modeling of the Wall Scraper for Horizontal Wells
2024
High-color-purity carbon-based light-emitting materials
Trends in Chemistry·2024· 14 cited
Perspectives on Development of Optoelectronic Materials in Artificial Intelligence Age
Chemistry - An Asian Journal·2024· 6 cited
Comparative Analysis of Rate of Penetration Prediction and Optimization in Deep Wells Using Real-Time Continuous Stacked Generalization Ensemble Learning: A Case Study in Shunbei Field
SSRN Electronic Journal·2024Open Access
Intelligent optimization design method for horizontal well trajectory in Longdong shale oil
Thermal Science·2024· 1 citedOpen Access
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Frequent Co-authors

Yang Zhang(12), Yunchao Li(12), Xiaohong Li(12), Yuxin Shi(11), Ting Yuan(11), Shuyan Wei(8), Zhaopeng Zhu(8), Yuyi Han(7), Fanglong Yuan(6), Louzhen Fan(6), Louzhen Fan(6), Wen Su(4), Zhengming Xu(4), Gensheng Li(4), Huimin Xu(3), Ting Meng(3), Wenjing Xie(3), Qian Teng(3), Chenhao Li(3), S. O. Farwell(3)