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Yunyang Zhang

Physics-informed convolutional neural networks for temperature field prediction of heat source layout without labeled data
2022 · Xiaoyu Zhao, Zhiqiang Gong, et al. · Engineering Applications of Artificial Intelligence · 177
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RecFNO: A resolution-invariant flow and heat field reconstruction method from sparse observations via Fourier neural operator
2023 · Xiaoyu Zhao, Xiaoqian Chen, et al. · International Journal of Thermal Sciences · 82
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Multi-fidelity surrogate modeling for temperature field prediction using deep convolution neural network
2023 · Yunyang Zhang, Zhiqiang Gong, et al. · Engineering Applications of Artificial Intelligence · 64
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A hybrid method based on proper orthogonal decomposition and deep neural networks for flow and heat field reconstruction
2024 · Xiaoyu Zhao, Xiaoqian Chen, et al. · Expert Systems with Applications · 38
Consistency regularization-based deep polynomial chaos neural network method for reliability analysis
2022 · Xiaohu Zheng, Wen Yao, et al. · Reliability Engineering & System Safety · 31
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Nitroxide radical conjugated ovalbumin theranostic nanosystem for enhanced dendritic cell-based immunotherapy and T1 magnetic resonance imaging
2024 · Yike Hou, Fei Kong, et al. · Journal of Controlled Release · 26
Cost-Efficient Consolidating Service for Aliyun’s Cloud-Scale Computing
2016 · Huining Yan, Huaimin Wang, et al. · IEEE Transactions on Services Computing · 22
Physics-informed deep Monte Carlo quantile regression method for interval multilevel Bayesian Network-based satellite circuit board reliability analysis
2023 · Xiaohu Zheng, Wen Yao, et al. · Applied Mathematical Modelling · 21
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Semi-supervised Semantic Segmentation with Uncertainty-Guided Self Cross Supervision
2023 · Yunyang Zhang, Zhiqiang Gong, et al. · Lecture notes in computer science · 16
Energy self-sufficiency and carbon neutrality potential of Chinese urban wastewater treatment
2024 · Mingdong Yang, Hengyu Pan, et al. · Journal of Cleaner Production · 14
Cell-microsphere based living microhybrids for osteogenesis regulating to boosting biomineralization
2024 · Zhaofan Hu, Yunyang Zhang, et al. · Regenerative Biomaterials · 13
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A novel hybrid neural network of fluid-structure interaction prediction for two cylinders in tandem arrangement
2025 · Yanfang Lyu, Yunyang Zhang, et al. · Engineering Applications of Computational Fluid Mechanics · 9
Uncertainty guided ensemble self-training for semi-supervised global field reconstruction
2023 · Yunyang Zhang, Zhiqiang Gong, et al. · Complex & Intelligent Systems · 9
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A Unified Framework of Deep Neural Networks and Gappy Proper Orthogonal Decomposition for Global Field Reconstruction
2023 · Xiaoyu Zhao, Zhiqiang Gong, et al. · International Joint Conference on Neural Networks (IJCNN) · 9
A Novel Aldehyde Scavenging Modification Boosted Pericardium Valve Materials against Calcification
2025 · Fei Kong, Jingjing Zhang, et al. · Advanced Healthcare Materials · 8
Towards sparse sensor annotations: Uncertainty-based active transfer learning for airfoil flow field prediction
2024 · Yunyang ZHANG, Xiaohu ZHENG, et al. · Chinese Journal of Aeronautics · 8
Deep Monte Carlo Quantile Regression for Quantifying Aleatoric Uncertainty in Physics-informed Temperature Field Reconstruction
2022 · Xiaohu Zheng, Wen Yao, et al. · International Joint Conference on Neural Networks (IJCNN) · 6
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Manganese mineralization based stromal depleter priming nanomedicine penetration for robust cancer therapy
2025 · Yunyang Zhang, Siying Chen, et al. · Nano Research · 5
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Contrastive enhancement using latent prototype for few-shot segmentation
2023 · Xiaoyu Zhao, Xiaoqian Chen, et al. · Digital Signal Processing · 5
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Biomimetic Manganese Mineralized Chemoimmunological Microneedles Priming cGAS‐STING for Robust Cascade Cancer Therapy
2025 · Jingjing Zhang, Fan Xie, et al. · Small · 4
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Semi-supervision semantic segmentation with uncertainty-guided self cross supervision
2022 · Zhang, Yunyang, Gong, Zhiqiang, et al. · arXiv (Cornell University) · 4
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A Robust Biprotein Stabilized Pericardium Valve Material Priming Resistance to Calcification
2025 · Yang Yang, Jingjing Zhang, et al. · ACS Applied Bio Materials · 2
New Results on a Nonlocal Sturm–Liouville Eigenvalue Problem with Fractional Integrals and Fractional Derivatives
2025 · Yunyang Zhang, Shaojie Chen, et al. · Fractal and Fractional · 2
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Photonic THz Communication System Based on Geometric Shaping via End-to-End Autoencoder Learning and Pruning Algorithm
2024 · Hongwei Zhang, Kaile Li, et al. · Asia Communications and Photonics Conference · 2
PS-16QAM-OFDM with Nonlinear Equalization Based on RBF Neural Network by 350GHz Photonic Terahertz System
2024 · Yuting Huang, Kaile Li, et al. · Asia Communications and Photonics Conference · 2
Works count: 31
Citation count: 581
H-index: 11
I10-index: 11
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