Haitao Liu

Electric Power Research Institute — United States

Computer Science · Physical Sciences

26h-index3.7kcitations158works2.72yr avg
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Research Topics

Advanced Multi-Objective Optimization Algorithms(29), Gaussian Processes and Bayesian Inference(16), Antenna Design and Analysis(9), Turbomachinery Performance and Optimization(9), Model Reduction and Neural Networks(9)

Publications158 total

Study on the Corrosion Behavior of Grounding Materials in Acidic Soils With Different Cl <sup>−</sup> Contents
International Journal of Electrochemistry·2026Open Access
Recrystallization mechanisms and texture evolution in commercially pure titanium for cathode rollers during thermomechanical processing
Journal of Alloys and Compounds·2025· 2 cited
Validity of classical Lorentz reciprocity theorem under nonclassical electromagnetic boundary condition for mesoscale metallic nanostructures
2025
Electroencephalography-based emotion recognition using a dual-stream multi-scale spatiotemporal convolutional capsule network
Engineering Applications of Artificial Intelligence·2025
Corrigendum to “A novel Bayesian deep learning method for fast wake field prediction of the DARPA SUBOFF” [Applied Ocean Research, Volume 150, September 2024, 104074]
Applied Ocean Research·2025Open Access
T-BGA-CA: A Multi-Level Attention-Based BiGRU model for early fault warning in unmanned ocean platform electromechanical systems
Mechanical Systems and Signal Processing·2025· 1 cited
Multi-scale and multi-fidelity reduced-order modeling and prediction of the wake flow field of SUBOFF
Ocean Engineering·2025· 1 cited
Development and Engineering Application of Fault Early Warning Model for Large Hydropower Turbine Based on Principal Component Analysis and Long Short-Term Memory Network
IEEE Sensors Journal·2025
Immunocyte-mediated food intakes and colorectal cancer causal relationship insights from a large-scale Mendelian randomization study
Annals of Medicine and Surgery·2025Open Access
AI-Assisted Fluid-Structure Modeling and Optimization of Pump-Jet Propulsor
2025
Spatio-temporal transfer learning for multiphase flow prediction in the fluidized bed reactor
Applied Thermal Engineering·2025· 3 cited
Space Net Capture Parameters Analysis Considering Impact Dynamics
Space Science & Technology·2025Open Access
Development of a New Method&amp;nbsp;M2LC for Few-Slice-Annotated MRI Image Segmentation and Validation of its Performance on Multiple Datasets
SSRN Electronic Journal·2025Open Access
A novel anomaly detection method for turbomachinery based on back-constrained Gaussian process latent variable model and adaptive threshold
IET conference proceedings.·2024
A parallel and multi-scale probabilistic temporal convolutional neural networks for forecasting the key monitoring parameters of gas turbine
Engineering Applications of Artificial Intelligence·2024· 6 cited
Deep graph learning for the fast prediction of the wake field of DARPA SUBOFF
Ocean Engineering·2024· 10 cited
A novel Bayesian deep learning method for fast wake field prediction of the DARPA SUBOFF
Applied Ocean Research·2024· 9 cited
ALI-DPFL: Differentially Private Federated Learning with Adaptive Local Iterations
2024· 7 cited
A Study on the Growth and Physiological Toxicity Effects of the Combined Exposure of Microplastics and Cadmium on the Vicia faba L. Seedlings
Bulletin of Environmental Contamination and Toxicology·2024· 3 cited
From irregular to continuous: The deep Koopman model for time series forecasting of energy equipment
Applied Energy·2024· 6 cited
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Frequent Co-authors

Yew-Soon Ong(16), Jianfei Cai(11), Xiaofang Wang(10), Shengli Xu(8), Steven Gao(5), Tian Hong Loh(4), Xiaomo Jiang(3), Yi Wang(3), Xiaobo Shen(2), Zhaoxia Guo(2), Yu Yao(2), ­Jun Li­(2), Gao Wei(2), Ying Ma(2), Xudong Chen(2), Xinyu Xie(2), Pu Zhao(2), Yichen Hao(2), Rong Xie(2), Zhendong Guo(2)