Xiaoyu Zhao
Orcid: 0000-0001-5554-3078Affiliations:
- Chinese Academy of Military Science, Defense Innovation Institute, Beijing, China
According to our database1,
Xiaoyu Zhao authored at least 16 papers
between 2021 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on orcid.org
On csauthors.net:
Bibliography
2024
Digit. Signal Process., January, 2024
A hybrid method based on proper orthogonal decomposition and deep neural networks for flow and heat field reconstruction.
Expert Syst. Appl., 2024
Uncertainty guided ensemble self-training for semi-supervised global field reconstruction.
Complex Intell. Syst., 2024
2023
A machine learning surrogate modeling benchmark for temperature field reconstruction of heat source systems.
Sci. China Inf. Sci., May, 2023
Physics-informed convolutional neural networks for temperature field prediction of heat source layout without labeled data.
Eng. Appl. Artif. Intell., 2023
Multi-fidelity surrogate modeling for temperature field prediction using deep convolution neural network.
Eng. Appl. Artif. Intell., 2023
Multi-fidelity prediction of fluid flow and temperature field based on transfer learning using Fourier Neural Operator.
CoRR, 2023
RecFNO: a resolution-invariant flow and heat field reconstruction method from sparse observations via Fourier neural operator.
CoRR, 2023
A Unified Framework of Deep Neural Networks and Gappy Proper Orthogonal Decomposition for Global Field Reconstruction.
Proceedings of the International Joint Conference on Neural Networks, 2023
2022
Semi-supervision semantic segmentation with uncertainty-guided self cross supervision.
CoRR, 2022
A deep learning method based on patchwise training for reconstructing temperature field.
CoRR, 2022
Deep Monte Carlo Quantile Regression for Quantifying Aleatoric Uncertainty in Physics-informed Temperature Field Reconstruction.
Proceedings of the International Joint Conference on Neural Networks, 2022
Semi-supervised Semantic Segmentation with Uncertainty-Guided Self Cross Supervision.
Proceedings of the Computer Vision - ACCV 2022, 2022
2021
TFRD: A Benchmark Dataset for Research on Temperature Field Reconstruction of Heat-Source Systems.
CoRR, 2021
A Deep Neural Network Surrogate Modeling Benchmark for Temperature Field Prediction of Heat Source Layout.
CoRR, 2021