Concepedia

Liming Zhang

LZ

Statistics

Publications

10

Citations

337

H-Index

10

Active since

2015

Affiliations

China University of Petroleum, East China(Current)

Yangtze University

Qingdao University of Science and Technology

China University of Petroleum, Beijing

Qingdao University of Technology

Liming Zhang is an author at China University of Petroleum, East China specializing in engineering, computer science, and data science.

Top concepts

EngineeringData ScienceComputer ScienceReservoir ModelingDeep LearningMachine LearningOperations ResearchReservoir ComputingHydrologyInverse Problems

Publications per year

2015–2023

10

Publications

10

History Matching of Naturally Fractured Reservoirs Using a Deep Sparse Autoencoder

Kai Zhang, Jinding Zhang, Xiaopeng Ma et al. · SPE Journal · 2021 · 118 citations

Engineering, Machine Learning, Autoencoders +17

A Classification-Based Surrogate-Assisted Multiobjective Evolutionary Algorithm for Production Optimization under Geological Uncertainty

Mengjie Zhao, Kai Zhang, Guodong Chen et al. · SPE Journal · 2020 · 54 citations

Large-scale Global Optimization, Engineering, Machine Learning +17

The prediction of reservoir production based proxy model considering spatial data and vector data

Kai Zhang, Xiaopeng Ma, Jian Wang et al. · Journal of Petroleum Science and Engineering · 2021 · 26 citations

Engineering, Vector Data, Civil Engineering +8

Well pattern optimization using NEWUOA algorithm

Kai Zhang, Yuxue Chen, Liming Zhang et al. · Journal of Petroleum Science and Engineering · 2015 · 23 citations

Numerical Analysis, Large-scale Global Optimization, Engineering +4

Nonlinear constrained production optimization based on augmented Lagrangian function and stochastic gradient

Kai Zhang, Xiaoming Zhang, Wei Ni et al. · Journal of Petroleum Science and Engineering · 2016 · 23 citations

Engineering, Production Optimization, Nonlinear Programming +9

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