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2020 – today
- 2024
[i5]Ayush Prasad, Paula Harder, Qidong Yang, Prasanna Sattegeri, Daniela Szwarcman, Campbell D. Watson, David Rolnick:
Evaluating the transferability potential of deep learning models for climate downscaling. CoRR abs/2407.12517 (2024)- [i4]Qidong Yang, Jonathan Giezendanner, Daniel Salles Civitarese, Johannes Jakubik, Eric Schmitt, Anirban Chandra, Jeremy Vila, Detlef Hohl, Christopher Hill, Campbell D. Watson, Sherrie Wang:
Multi-modal graph neural networks for localized off-grid weather forecasting. CoRR abs/2410.12938 (2024) - [i3]Qidong Yang, Weicheng Zhu, Joseph Keslin, Laure Zanna, Tim G. J. Rudner, Carlos Fernandez-Granda:
A Monte Carlo Framework for Calibrated Uncertainty Estimation in Sequence Prediction. CoRR abs/2410.23272 (2024) - 2023
- [j4]Paula Harder, Alex Hernández-García, Venkatesh Ramesh, Qidong Yang, Prasanna Sattegeri, Daniela Szwarcman, Campbell D. Watson, David Rolnick:
Hard-Constrained Deep Learning for Climate Downscaling. J. Mach. Learn. Res. 24: 365:1-365:40 (2023) - [i2]Qidong Yang, Alex Hernández-García, Paula Harder, Venkatesh Ramesh, Prasanna Sattigeri, Daniela Szwarcman, Campbell D. Watson, David Rolnick:
Fourier Neural Operators for Arbitrary Resolution Climate Data Downscaling. CoRR abs/2305.14452 (2023) - 2022
- [j3]Jinkai Tan
, Qidong Yang, Junjun Hu, Qiqiao Huang, Sheng Chen:
Tropical Cyclone Intensity Estimation Using Himawari-8 Satellite Cloud Products and Deep Learning. Remote. Sens. 14(4): 812 (2022) - [j2]Chuwei Zhang, Jian Wu, Wenxuan Fan, Jingchuan Zhao, Qidong Yang, Jinlin Zha, Deming Zhao, Peishi Sun:
A Method of Inversing Dynamic Aerosol Extinction-to-Backscattering Ratio Based on Lidar Echo Signal and Ground Aerosol Extinction Coefficient or Aerosol Optical Depth. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [i1]Paula Harder, Qidong Yang, Venkatesh Ramesh, Prasanna Sattigeri, Alex Hernández-García, Campbell D. Watson, Daniela Szwarcman, David S. Rolnick:
Generating physically-consistent high-resolution climate data with hard-constrained neural networks. CoRR abs/2208.05424 (2022)
2010 – 2019
- 2018
- [j1]Zhou Jian, Xianwei Wei, Chunling Cheng, Qidong Yang, Qun Li:
Multimodal Emotion Recognition Method Based on Convolutional Auto-Encoder. Int. J. Comput. Intell. Syst. 12(1): 351-358 (2018)
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