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刘海涛 cover

刘海涛 (Haitao Liu)

dalian university of technology

26H-index
157Paper Count
3.7KCitation Count
Published Papers 45
Publication Date
Learning from sparse flow field observations to unsteady hydrodynamics of pump-jet propulsor via a novel data-driven method
err2026-07-01
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PREAI
errDing, Jiaqi; Bian, Chao; Xia, Linsheng; Xie, Xinyu; Zhao, Pu; Wang, Xiaofang; Liu, Haitao
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Physics-Informed Multi-Fidelity Neural Network with Fourier features for three-dimensional flow field reconstruction in planar cascades
err2026-05-01
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PREAI
errZhao, Pu; Liu, Zhigang; Lv, Hang; Li, Jia; Zhao, Jiantong; Wang, Xiaofang; Jiang, Xiaomo; Liu, Haitao
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Recrystallization mechanisms and texture evolution in commercially pure titanium for cathode rollers during thermomechanical processing
err2025-10-27
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PREAI
errLonglong Lu; Haitao Liu; Fei Zhou; Qianqian Zhu; Weiwei Lu; Qing Feng; Bo Jia; Xiangkui Yang; Zhaodong Wang; Kexing Song
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Multi-scale and multi-fidelity reduced-order modeling and prediction of the wake flow field of SUBOFF
err2025-08-24
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PREAI
errChao Bian; Jiaqi Ding; Linsheng Xia; Pu Zhao; Xiaofang Wang; Yufan Mao; Haitao Liu
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Development and Engineering Application of Fault Early Warning Model for Large Hydropower Turbine Based on Principal Component Analysis and Long Short-Term Memory Network
err2025-08-15
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PREAI
errYouchun Pi; Yanmu Chen; Shengbo Wang; Yun Tan; Xiaomo Jiang; Xiaofang Wang; Lunjun Ding; Linzhi Zhang; Yeming Lu
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Space Net Capture Parameters Analysis Considering Impact Dynamics
err2025-08-14
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errOAAI
errMing Zhen; Lu Cao; Le-Ping Yang; Tao Sheng; Hai-Tao Liu
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Efficient large-scale graph learning for predicting the 3D multi-physics flow fields of axial compressor Rotor37 with variable geometry
errENERGY
IF9.4
err2025-07-01
err0
PREAI
errHao, Yichen; Liu, Qinglong; Li, Jia; Zuo, Siyuan; Liu, Yiyang; Wang, Xiaofang; Jiang, Xiaomo; Liu, Haitao
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A novel Bayesian deep learning method for fast wake field prediction of the DARPA SUBOFF
err2024-09-01
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PREAI
errXie, Xinyu; Zhao, Pu; Bian, Chao; Xia, Linsheng; Ding, Jiaqi; Wang, Xiaofang; Liu, Haitao
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From irregular to continuous: The deep Koopman model for time series forecasting of energy equipment
err2024-06-01
err1
PREAI
errDing, Jiaqi; Zhao, Pu; Liu, Changjun; Wang, Xiaofang; Xie, Rong; Liu, Haitao
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Grain refinement and texture regulation mechanism of spin-formed commercially pure titanium cathode for electrolytic copper foil
err2024-03-01
err1
errOAAI
errCao, Xiao; Zhu, Qian-qian; Liu, Ya-hui; Song, Ke-xing; Jia, Shu-guo; Liu, Hai-tao; Lu, Wei-wei; He, Meng; Feng, Qing
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Trace cerium/ yttrium addition for inhibiting sulfur-induced intermediate temperature embrittlement in ultrahigh-purity copper
err2024-01-01
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PREAI
errHua, Yunxiao; Song, Kexing; Liu, Haitao; Peng, Xiaowen; Wang, Jiangwei; Guo, Huiwen; Niu, Liye; Liu, Aikui
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Forecasting three-dimensional unsteady multi-phase flow fields in the coal-supercritical water fluidized bed reactor via graph neural networks
errENERGY
IF9.4
err2023-11-01
err6
PREAI
errHao, Yichen; Xie, Xinyu; Zhao, Pu; Wang, Xiaofang; Ding, Jiaqi; Xie, Rong; Liu, Haitao
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Learning Multitask Gaussian Process Over Heterogeneous Input Domains
err2023-10-01
err2
errOAAI
errLiu, Haitao; Wu, Kai; Ong, Yew-Soon; Bian, Chao; Jiang, Xiaomo; Wang, Xiaofang
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Achieving ultra-fine grains and high corrosion resistance of Al-Zn-Mg-Cu alloy by ECAP and post cold rolling
err2023-09-01
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errOAAI
errLi, Guisheng; Pan, Xinyuan; Jiang, Jin; Li, Jinghui; Xie, Lingling; Liu, Haitao; Zhang, Mingya
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Generative Multiform Bayesian Optimization
err2023-07-01
err11
PREAI
errGuo, Zhendong; Liu, Haitao; Ong, Yew-Soon; Qu, Xinghua; Zhang, Yuzhe; Zheng, Jianmin
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Physics-guided framework of neural network for fast full-field temperature prediction of indoor environment
err2023-06-01
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PREAI
errJing, Gang; Ning, Chenguang; Qin, Jingwen; Ding, Xudong; Duan, Peiyong; Liu, Haitao; Sang, Huiyun
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