111 citations
- Dalian University of TechnologyCN5 papers
- Fusion (United States)US4 papers
- Southwestern Institute of PhysicsCN4 papers
- Chinese Academy of SciencesCN3 papers
- Compact Imaging (United States)US3 papers
- Forschungszentrum JülichDE3 papers
- University of Science and Technology of ChinaCN3 papers
- Key Laboratory of Materials Modification by Laser, Ion and Electron BeamsCN2 papers
- Ministry of Education of the People's Republic of ChinaCN2 papers
- Purple Mountain ObservatoryCN2 papers
- Xi'an Jiaotong UniversityCN2 papers
- Center for High Pressure Science & Technology Advanced ResearchCN1 paper
36 papers
A panoramic aerodynamic performance prediction method for turbomachinery cascades using transformer-enhanced neural operator
Qineng Wang, Zhendong Guo, Liming Song +1
To enable flexible and rapid aerodynamic performance evaluation in turbomachinery design, this paper proposes a panoramic performance prediction framework. Unlike most previous pre…
Enhancing generalization in endwall film cooling prediction: Incorporating the superposition principle into transformer-based neural operators
Qineng Wang, Liming Song, Tianyuan Liu +1
In this study, a physics-enhanced neural operator framework is proposed to enhance the generalization prediction ability of the cooling layout of a turbine endwall with variable nu…
Development of a Reduced Multi-Fluid Equilibrium Model and Its Application to Proton-Boron Spherical Tokamaks
Huasheng Xie, Xingyu Li, Jiaqi Dong +8
Proton-Boron fusion requires extreme ion temperatures and robust confinement, making Spherical Tokamaks (ST) with high-power neutral beam injection primary candidates. In these dev…
What Is the Minimum Number of Parameters Required to Represent Solutions of the Grad-Shafranov Equation?
Huasheng Xie, Yueyan Li
Fast and accurate solutions of the Grad--Shafranov (GS) equation are essential for equilibrium analysis, integrated modeling, and surrogate model construction in magnetic confineme…
A Doppler backscattering diagnostic for the EXL-50U spherical tokamak: plasma considerations and preliminary quasioptical design
Ying Hao Matthew Liang, Valerian Hongjie Hall-Chen, Terry L. Rhodes +2
The EXL-50U spherical tokamak was built by Energy iNNovation to develop technologies for proton-boron fusion in spherical tokamaks (Liu et al., Phys. Plasmas 2024). We present a co…
Semi-Supervised Federated Learning via Dual Contrastive Learning and Soft Labeling for Intelligent Fault Diagnosis
Yajiao Dai, Jun Li, Zhen Mei +5
Intelligent fault diagnosis (IFD) plays a crucial role in ensuring the safe operation of industrial machinery and improving production efficiency. However, traditional supervised d…