Danya Xu

Orcid: 0000-0002-2692-846X

According to our database1, Danya Xu authored at least 17 papers between 2020 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Vegetation Influences on Cloud Cover in Typical Plain and Plateau Regions of Eurasia: 2001-2021.
Remote. Sens., June, 2024

2023
EEMD-ConvLSTM: a model for short-term prediction of two-dimensional wind speed in the South China Sea.
Appl. Intell., December, 2023

Assessment of Antarctic Sea Ice Cover in CMIP6 Prediction with Comparison to AMSR2 during 2015-2021.
Remote. Sens., April, 2023

OSVAE-GAN: Orthogonal Self-Attention Variational Autoencoder Generative Adversarial Networks for Time Series Anomaly Detection.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023

2022
Inversion of Ocean Subsurface Temperature and Salinity Fields Based on Spatio-Temporal Correlation.
Remote. Sens., 2022

Simulating Tropical Cyclone Passive Microwave Rainfall Imagery Using Infrared Imagery via Generative Adversarial Networks.
IEEE Geosci. Remote. Sens. Lett., 2022

ATDNNS: An adaptive time-frequency decomposition neural network-based system for tropical cyclone wave height real-time forecasting.
Future Gener. Comput. Syst., 2022

TCR-GAN: Predicting tropical cyclone passive microwave rainfall using infrared imagery via generative adversarial networks.
CoRR, 2022

A Short-Term Tropical Cyclone Intensity Forecasting Method Based on High-Order Tensor (Student Abstract).
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
IFDS: An Intelligent Fault Diagnosis System With Multisource Unsupervised Domain Adaptation for Different Working Conditions.
IEEE Trans. Instrum. Meas., 2021

NDFTC: A New Detection Framework of Tropical Cyclones from Meteorological Satellite Images with Deep Transfer Learning.
Remote. Sens., 2021

Visual Prediction of Tropical Cyclones with Deep Convolutional Generative Adversarial Networks.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Tropical Cyclone Size Estimation Using Deep Convolutional Neural Network.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Cyclone Identify using Two-Branch Convolutional Neural Network from Global Forecasting System Analysis.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Use Ensemble Learning to Estimate the Population and Assets Exposed to Tropical Cyclones.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

A Novel Fault Diagnosis Method Based on Topological Data Analysis.
Proceedings of the CAA Symposium on Fault Detection, 2021

2020
A Deep Learning Method With Merged LSTM Neural Networks for SSHA Prediction.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020


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