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Liang Deng

national university of defense technology - china

15H-index
103Paper Count
716Citation Count
Published Papers 22
Publication Date
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Efficient and Scalable Hybrid Parallelization of Unstructured Computational Fluid Dynamics with Geometric Multigrid
errACM Transactions on Architecture and Code Optimization
IF1.8
err2026-03-01
err2
PREAI
errXu, Cuanfu; Qiu, Haozhong; Deng, Liang; Zhang, Jian; Gao, Xiang; Fang, Jianbin; Wang, Qingsong; Ding, Yue; Wang, Yue; Han, Zhimeng; Che, Yonggang
errShare
errSave
Dual-channel machine learning proxy for pseudo-two-dimensional model with enhanced extrapolation correction
errEngineering Applications of Artificial Intelligence
IF8
err2025-10-31
err0
PREAI
errYue Cui; Yaxuan Wang; Shilong Guo; Liang Deng; Junfu Li; Lei Zhao; Zhenbo Wang
errShare
errSave
GNNRL-smoothing: A prior-free reinforcement learning model for mesh optimization
errNeural Networks
IF6.3
err2025-10-19
err0
PREAI
errZhichao Wang; Xinhai Chen; Chunye Gong; Bo Yang; Liang Deng; Yufei Sun; Yufei Pang; Xiang Zhang; Jie Liu
errShare
errSave
A transferable multi-state estimation framework for lithium-ion batteries based on sparse electrochemical parameters
errEnergy
IF9.4
err2025-09-06
err0
PREAI
errYaxuan Wang; Zhiyong Zhao; Yue Cui; Shilong Guo; Liang Deng; Lei Zhao; Junfu Li; Zhenbo Wang
errShare
errSave
High selectivity production of light aromatics via CO2 hydrogenation by tuning the crystal size of plate-like zeolite
errJournal of Colloid and Interface Science
IF9.7
err2025-07-25
err0
PREAI
errLiang Deng; Jianbo Zhang; Yanjuan Yang; Tinghu Wang; Minghui Zhu; Zixu Yang; Jing Xu
errShare
errSave
A comprehensive review of machine learning-based state of health estimation for lithium-ion batteries: data, features, algorithms, and future challenges
errRenewable and Sustainable Energy Reviews
IF16.3
err2025-07-25
err0
PREAI
errYaxuan Wang; Shilong Guo; Yue Cui; Liang Deng; Lei Zhao; Junfu Li; Zhenbo Wang
errShare
errSave
A parameter identification method of lithium ion battery electrochemical model based on combination of classifier and heuristic algorithm
errJOURNAL OF ENERGY STORAGE
IF9.8
err2024-12-01
err0
PREAI
errWang, Yaxuan; Li, Junfu; Guo, Shilong; Sun, Meiyan; Deng, Liang; Zhao, Lei; Wang, Zhenbo
errShare
errSave
A vortex-tracking method based on multi-attribute fusion
errPHYSICS OF FLUIDS
IF4.3
err2024-11-20
err0
PREAI
errZhu, Lin; Guo, Ningbo; Wu, Yadong; Deng, Liang; He, Zhouqiao; Chen, Cheng; Xing, De
errShare
errSave
A data-free Kolmogorov-Arnold Network-based method for structured mesh generation
errPHYSICS OF FLUIDS
IF4.3
err2024-11-12
err0
PREAI
errPeng, Jiaming; Chen, Xinhai; Zhang, Qingyang; Deng, Liang; Shen, Liming; Liu, Jie
errShare
errSave
Towards a new paradigm in intelligence-driven computational fluid dynamics simulations
errENGINEERING APPLICATIONS OF COMPUTATIONAL FLUID MECHANICS
IF5.4
err2024-09-25
err1
errOAAI
errChen, Xinhai; Wang, Zhichao; Deng, Liang; Yan, Junjun; Gong, Chunye; Yang, Bo; Wang, Qinglin; Zhang, Qingyang; Yang, Lihua; Pang, Yufei; Liu, Jie
errShare
errSave
A generative adversarial network based on an efficient transformer for high-fidelity flow field reconstruction
errPHYSICS OF FLUIDS
IF4.3
err2024-07-23
err0
PREAI
errShen, Liming; Deng, Liang; Liu, Xuliang; Wang, Yueqing; Chen, Xinhai; Liu, Jie
errShare
errSave
Evaluating performance portability of five shared-memory programming models using a high-order unstructured CFD solver
errJOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING
IF4
err2024-05-01
err2
PREAI
errDai, Zhe; Deng, Liang; Che, Yonggang; Li, Ming; Zhang, Jian; Wang, Yueqing
errShare
errSave
A residual graph convolutional network for setting initial flow field in computational fluid dynamics simulations
errPHYSICS OF FLUIDS
IF4.3
err2024-03-25
err2
errOAAI
errZhang, Xiaoyuan; Sun, Guopeng; Zhang, Peng; Wang, Yueqing; Zhang, Jian; Deng, Liang; Lin, Jie; Chen, Jianqiang
errShare
errSave
Developing a novel structured mesh generation method based on deep neural networks
errPHYSICS OF FLUIDS
IF4.3
err2023-09-21
err4
PREAI
errChen, Xinhai; Liu, Jie; Zhang, Qingyang; Liu, Jianpeng; Wang, Qinglin; Deng, Liang; Pang, Yufei
errShare
errSave
An Intelligent Method for Predicting the Pressure Coefficient Curve of Airfoil-Based Conditional Generative Adversarial Networks
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2023-07-01
err20
PREAI
errWang, Yueqing; Deng, Liang; Wan, Yunbo; Yang, Zhigong; Yang, Wenxiang; Chen, Cheng; Zhao, Dan; Wang, Fang; Guo, Yang
errShare
errSave
MVU-Net: a multi-view U-Net architecture for weakly supervised vortex detection
errENGINEERING APPLICATIONS OF COMPUTATIONAL FLUID MECHANICS
IF5.4
err2022-08-02
err5
PREAI
errDeng, Liang; Chen, Jianqiang; Wang, Yueqing; Chen, Xinhai; Wang, Fang; Liu, Jie
errShare
errSave
A novel neural network approach for airfoil mesh quality evaluation
errJOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING
IF4
err2022-06-01
err12
PREAI
errChen, Xinhai; Gong, Chunye; Liu, Jie; Pang, Yufei; Deng, Liang; Chi, Lihua; Li, Kenli
errShare
errSave
Vortex-U-Net: An efficient and effective vortex detection approach based on U-Net structure
errAPPLIED SOFT COMPUTING
IF6.6
err2022-01-01
err12
PREAI
errDeng, Liang; Bao, Wenchun; Wang, Yueqing; Yang, Zhigong; Zhao, Dan; Wang, Fang; Bi, Chongke; Guo, Yang
errShare
errSave
A rapid vortex identification method using fully convolutional segmentation network
errVISUAL COMPUTER
IF2.9
err2020-01-29
err19
PREAI
errWang, Yueqing; Deng, Liang; Yang, Zhigong; Zhao, Dan; Wang, Fang
errShare
errSave
Reverse Offload Programming on Heterogeneous Systems
errIEEE ACCESS
IF3.6
err2019-01-01
err3
errOAAI
errChen, Cheng; Yang, Wenxiang; Wang, Fang; Zhao, Dan; Liu, Yang; Deng, Liang; Yang, Canqun
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
李肯立 cover
李肯立 (Kenli Li)
H-index: 75 · Papers: 941
王
王振波 (Zhen‐Bo Wang)
H-index: 73 · Papers: 543
D
Dan Zhao
H-index: 68 · Papers: 684
徐晶 cover
徐晶 (Jing Xu)
H-index: 67 · Papers: 265
朱明辉 cover
朱明辉 (Minghui Zhu)
H-index: 64 · Papers: 305
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