Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"
☆43May 2, 2024Updated last year
Alternatives and similar repositories for DeepPhysiNet
Users that are interested in DeepPhysiNet are comparing it to the libraries listed below
Sorting:
- ☆15May 9, 2024Updated last year
- GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting☆18Dec 24, 2024Updated last year
- Repository for Extreme Precipitation Nowcasting using Transformer-based Generative Models paper (Oral ICLR2024 Climate Change Workshop)☆24Dec 9, 2024Updated last year
- ☆30Apr 15, 2024Updated last year
- ☆28Apr 10, 2025Updated 10 months ago
- The source code of the SOTA Dynamic Graph Reformer model for weather station prediction.☆13Mar 25, 2024Updated last year
- [ICLR 2025] Continuous Ensemble Weather Forecasting with Diffusion models☆35Jun 25, 2025Updated 8 months ago
- ☆19Mar 13, 2025Updated 11 months ago
- ☆14Feb 4, 2022Updated 4 years ago
- ☆50Aug 5, 2025Updated 6 months ago
- ☆47Jan 9, 2025Updated last year
- ☆18Oct 16, 2025Updated 4 months ago
- About code release of "Interpretable Weather Forecasting for Worldwide Stations with a Unified Deep Model", Nature Machine Intelligence, …☆190Jan 3, 2025Updated last year
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆118Mar 18, 2025Updated 11 months ago
- Adaptation of PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations for emulating high res…☆20Feb 11, 2026Updated 2 weeks ago
- add codes☆20Aug 22, 2021Updated 4 years ago
- Code relative to the publication "Precipitation nowcasting with generative diffusion models"☆34Apr 10, 2024Updated last year
- A cascade machine learning forecasting system for 15-day global weather forecast☆159Dec 20, 2023Updated 2 years ago
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆94Apr 17, 2025Updated 10 months ago
- Weather4Cast 2023 NeurIPS Competition - RainAI☆15Dec 4, 2023Updated 2 years ago
- [NeurIPS'24] Generalizing Weather Forecast to Fine-grained Temporal Scales via Physics-AI Hybrid Modeling☆188Feb 4, 2025Updated last year
- Quantifying Uncertainty in Deep Spatiotemporal Forecasting☆12Mar 20, 2021Updated 4 years ago
- Uncertainty quantification for data-driven weather models.☆14Apr 9, 2025Updated 10 months ago
- IowaRain is a rain event dataset for data driven modeling☆12Oct 31, 2022Updated 3 years ago
- Code for the Paper "GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting"☆14Dec 1, 2024Updated last year
- PyTorch implementation of AirFormer, AAAI-23☆160Dec 29, 2022Updated 3 years ago
- Large-scale Time-series Dataset Towards Next-Generation Global Station Weather Forecasting Benchmark☆86Jan 30, 2026Updated last month
- ☆17Mar 1, 2024Updated 2 years ago
- ☆17May 27, 2025Updated 9 months ago
- ☆12Jun 24, 2024Updated last year
- Digital Typhoon Dataset☆32Aug 11, 2025Updated 6 months ago
- Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …☆284Updated this week
- ☆26Mar 10, 2024Updated last year
- A curated list of awesome resources related to using AI for weather forecasting and climate modeling.☆18Mar 1, 2025Updated last year
- INCREASE: Inductive Graph Representation Learning for Spatio-Temporal Kriging☆18Apr 6, 2023Updated 2 years ago
- MSTGAN is an innovative method designed for multi-station urban air quality prediction, which fully considers the individual, global, and…☆20Jul 13, 2024Updated last year
- Official repo for "Solar Irradiance Anticipative Transformer" paper to be published in CVPR workshop Earth Vision 2023☆14Jun 2, 2023Updated 2 years ago
- 基于塔顶摄像头的能见度反算项目☆15Feb 22, 2024Updated 2 years ago
- [ECCV 2024] Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model☆35Nov 6, 2024Updated last year