Haitao Liu (刘海涛)

Haitao Liu (刘海涛)

Dalian University of Technology

H-index: 17

Asia-China

About Haitao Liu (刘海涛)

Haitao Liu (刘海涛), With an exceptional h-index of 17 and a recent h-index of 17 (since 2020), a distinguished researcher at Dalian University of Technology, specializes in the field of Gaussian Process, Deep Learning, Active learning, Multi-task learning, Design & Optimization.

His recent articles reflect a diverse array of research interests and contributions to the field:

网格变形技术及其在能源装备数值仿真中的应用

Adaptive confidence bound based Bayesian optimization via potentially optimal Lipschitz conditions

Learning time-aware multi-phase flow fields in coal-supercritical water fluidized bed reactor with deep learning

Forecasting three-dimensional unsteady multi-phase flow fields in the coal-supercritical water fluidized bed reactor via graph neural networks

煤炭超临界水制氢反应器多相流降阶建模及快速校正预测的研究

Learning Multitask Gaussian Process Over Heterogeneous Input Domains

Numerical Analysis of The Temperature Characteristics of a Coal—Supercritical Water-Fluidized Bed Reactor for Hydrogen Production

Efficient Surrogate-Assisted Parameter Analysis for Coal-Supercritical Water Fluidized Bed Reactor with Adaptive Sampling

Haitao Liu (刘海涛) Information

University

Position

Associate Professor

Citations(all)

2217

Citations(since 2020)

2057

Cited By

781

hIndex(all)

17

hIndex(since 2020)

17

i10Index(all)

22

i10Index(since 2020)

19

Email

University Profile Page

Dalian University of Technology

Google Scholar

View Google Scholar Profile

Haitao Liu (刘海涛) Skills & Research Interests

Gaussian Process

Deep Learning

Active learning

Multi-task learning

Design & Optimization

Top articles of Haitao Liu (刘海涛)

Title

Journal

Author(s)

Publication Date

网格变形技术及其在能源装备数值仿真中的应用

燃气轮机技术

刘庆龙, 李鹏飞, 邰骁, 刘海涛, 杨金广, 张少杰, 王晓放

2024/1/31

Adaptive confidence bound based Bayesian optimization via potentially optimal Lipschitz conditions

Engineering Optimization

Chao Bian

Xiaofang Wang

Wenyang Shao

Jianchi Xin

Rui Hu

...

2023/12/2

Learning time-aware multi-phase flow fields in coal-supercritical water fluidized bed reactor with deep learning

Energy

Xinyu Xie

Xiaofang Wang

Pu Zhao

Yichen Hao

Rong Xie

...

2023/1/15

Forecasting three-dimensional unsteady multi-phase flow fields in the coal-supercritical water fluidized bed reactor via graph neural networks

Energy

Yichen Hao

Xinyu Xie

Pu Zhao

Xiaofang Wang

Jiaqi Ding

...

2023/11/1

煤炭超临界水制氢反应器多相流降阶建模及快速校正预测的研究

工程热物理学报

丁家琦, 赵普, 谢心喻, 谢蓉, 王晓放, 刘海涛

2023/8/30

Learning Multitask Gaussian Process Over Heterogeneous Input Domains

IEEE Transactions on Systems, Man, and Cybernetics: Systems

Haitao Liu

Kai Wu

Yew-Soon Ong

Chao Bian

Xiaomo Jiang

...

2023/6/14

Numerical Analysis of The Temperature Characteristics of a Coal—Supercritical Water-Fluidized Bed Reactor for Hydrogen Production

Machines

Shiqi Wang

Rong Xie

Jiali Liu

Pu Zhao

Haitao Liu

...

2023/5/12

Efficient Surrogate-Assisted Parameter Analysis for Coal-Supercritical Water Fluidized Bed Reactor with Adaptive Sampling

Machines

Pu Zhao

Haitao Liu

Xinyu Xie

Shiqi Wang

Jiali Liu

...

2023/2/16

Investigation of the Flow Field and Aerodynamic Load on Impellers under Guide Vanes with a Self-Induced Slot in Compressor Radial Inlet

Applied Sciences

Jianchi Xin

Xiangyang Liu

Adil Malik

Haitao Liu

Longhui Zhao

...

2022/5/20

Generative multiform Bayesian optimization

IEEE Transactions on Cybernetics

Zhendong Guo

Haitao Liu

Yew-Soon Ong

Xinghua Qu

Yuzhe Zhang

...

2022/5/13

Multi-task data imputation for time-series forecasting in turbomachinery health prognostics

Machines

Xudong Chen

Xudong Ding

Xiaofang Wang

Yusong Zhao

Changjun Liu

...

2022/12/23

The Effect of Inflow Distortion on the Rotordynamic Characteristics of a 1400-MW Reactor Coolant Pump Annular Seal

Machines

Lusheng Zhou

Xiaofang Wang

Haitao Liu

Jianchi Xin

2022/1/17

Deep probabilistic time series forecasting using augmented recurrent input for dynamic systems

Mechanical Systems and Signal Processing

Haitao Liu

Changjun Liu

Xiaomo Jiang

Xudong Chen

Shuhua Yang

...

2022/9/1

Scalable multi-task Gaussian processes with neural embedding of coregionalization

Knowledge-Based Systems

Haitao Liu

Jiaqi Ding

Xinyu Xie

Xiaomo Jiang

Yusong Zhao

...

2022/7/8

Co-learning Bayesian optimization

IEEE Transactions on Cybernetics

Zhendong Guo

Yew-Soon Ong

Tiantian He

Haitao Liu

2022/6/10

Impact of exploration-exploitation trade-off on UCB-based Bayesian Optimization

IOP Conference Series: Materials Science and Engineering

Chao Bian

Xiaofang Wang

Changjun Liu

Xinyu Xie

Liu Haitao

2021/2/1

Choose appropriate subproblems for collaborative modeling in expensive multiobjective optimization

IEEE Transactions on Cybernetics

Zhenkun Wang

Qingfu Zhang

Yew-Soon Ong

Shunyu Yao

Haitao Liu

...

2021/11/24

Scalable Gaussian process classification with additive noise for non-Gaussian likelihoods

IEEE transactions on cybernetics

Haitao Liu

Yew-Soon Ong

Ziwei Yu

Jianfei Cai

Xiaobo Shen

2021/1/15

Bayesian optimization design of inlet volute for supercritical carbon dioxide radial-flow turbine

Machines

Chao Bian

Shaojie Zhang

Jinguang Yang

Haitao Liu

Feng Zhao

...

2021/9/28

Deep latent-variable kernel learning

IEEE Transactions on Cybernetics

Haitao Liu

Yew-Soon Ong

Xiaomo Jiang

Xiaofang Wang

2021/3/22

See List of Professors in Haitao Liu (刘海涛) University(Dalian University of Technology)

Co-Authors

H-index: 77
Qingfu Zhang

Qingfu Zhang

City University of Hong Kong

H-index: 68
Jianfei Cai

Jianfei Cai

Monash University

H-index: 49
Yiu-ming Cheung, PhD, Chair Professor in Artificial Intelligence, FIEEE, FAAAS, FIET, FBCS

Yiu-ming Cheung, PhD, Chair Professor in Artificial Intelligence, FIEEE, FAAAS, FIET, FBCS

Hong Kong Baptist University

H-index: 40
Jianmin Zheng

Jianmin Zheng

Nanyang Technological University

H-index: 37
Liang Feng

Liang Feng

Chongqing University

H-index: 32
Xiaomo Jiang

Xiaomo Jiang

Dalian University of Technology

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