DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for
Accurate and Continuous Weather Modeling

DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling

4 January 2024

Papers citing "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"

8 / 8 papers shown

Title
Satellite Observations Guided Diffusion Model for Accurate Meteorological States at Arbitrary Resolution Siwei Tu Ben Fei Weidong Yang Fenghua Ling Hao Chen Zili Liu Kun Chen Hang Fan W. Ouyang Lei Bai 67 0 0 09 Feb 2025
Regional Weather Variable Predictions by Machine Learning with Near-Surface Observational and Atmospheric Numerical Data Yihe Zhang Bryce Turney Purushottam Sigdel Xu Yuan Eric Rappin ... Lu Peng Sercan Aygün Yazhou Tu M. H. Najafi N. Tzeng 62 1 0 11 Dec 2024
Mitigating Time Discretization Challenges with WeatherODE: A Sandwich Physics-Driven Neural ODE for Weather Forecasting Peiyuan Liu Tian Zhou Liang Sun Rong Jin AI4CE 22 0 0 09 Oct 2024
MambaDS: Near-Surface Meteorological Field Downscaling with Topography Constrained Selective State Space Modeling Zili Liu Hao Chen Lei Bai Wenyuan Li Wanli Ouyang Zhengxia Zou Zhenwei Shi Mamba 32 5 0 20 Aug 2024
Generalizing Weather Forecast to Fine-grained Temporal Scales via Physics-AI Hybrid Modeling Wanghan Xu Fenghua Ling Wenlong Zhang Tao Han Hao Chen Wanli Ouyang Lei Bai AI4CE 34 3 0 22 May 2024
Improving Global Weather and Ocean Wave Forecast with Large Artificial Intelligence Models Fenghua Ling Ouyang Lin Boufeniza Redouane Larbi Jing-Jia Luo Tao Han Xiaohui Zhong Lei Bai AI4Cl AI4CE 12 2 0 30 Jan 2024
Observation-Guided Meteorological Field Downscaling at Station Scale: A Benchmark and a New Method Zili Liu Hao Chen Lei Bai Wenyuan Li Keyan Chen Zhengyi Wang Wanli Ouyang Zhengxia Zou Z. Shi 23 4 0 22 Jan 2024
Adaptive Bias Correction for Improved Subseasonal Forecasting Soukayna Mouatadid Paulo Orenstein Genevieve Flaspohler J. Cohen M. Oprescu E. Fraenkel Lester W. Mackey AI4Cl 56 30 0 21 Sep 2022