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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting☆18Dec 24, 2024Updated last year
- ☆15May 9, 2024Updated last year
- ☆31Apr 15, 2024Updated 2 years ago
- [IJCAI'25] Code for the paper "CoDiCast: Conditional Diffusion Model for Global Weather Prediction with Uncertainty Quantification".☆10Jan 24, 2026Updated 3 months ago
- Repository for Extreme Precipitation Nowcasting using Transformer-based Generative Models paper (Oral ICLR2024 Climate Change Workshop)☆25Dec 9, 2024Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆28Apr 1, 2026Updated last month
- ☆50Aug 5, 2025Updated 8 months ago
- The source code of the SOTA Dynamic Graph Reformer model for weather station prediction.☆14Mar 25, 2024Updated 2 years ago
- ☆50Jan 9, 2025Updated last year
- [ICLR 2025] Continuous Ensemble Weather Forecasting with Diffusion models☆36Jun 25, 2025Updated 10 months ago
- Adaptation of PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations for emulating high res…☆21Feb 11, 2026Updated 2 months ago
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆123Mar 18, 2025Updated last year
- add codes☆21Aug 22, 2021Updated 4 years ago
- A cascade machine learning forecasting system for 15-day global weather forecast☆168Dec 20, 2023Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆14Feb 4, 2022Updated 4 years ago
- ExtremeCast: Boosting Extreme Value Prediction for Global Weather Forecast☆28Mar 17, 2026Updated last month
- ☆22Mar 13, 2025Updated last year
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆98Apr 17, 2025Updated last year
- Code relative to the publication "Precipitation nowcasting with generative diffusion models"☆36Apr 10, 2024Updated 2 years ago
- Weather4Cast 2023 NeurIPS Competition - RainAI☆16Dec 4, 2023Updated 2 years ago
- The source codes for HighAir: A Hierarchical Graph Neural Network-Based Air Quality Forecasting Method☆25Dec 31, 2020Updated 5 years ago
- Digital Typhoon Dataset☆37Aug 11, 2025Updated 8 months ago
- ☆21Oct 16, 2025Updated 6 months ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆165Dec 18, 2025Updated 4 months ago
- PyTorch implementation of AirFormer, AAAI-23☆161Dec 29, 2022Updated 3 years ago
- ☆17Mar 1, 2024Updated 2 years ago
- PyTorch implementation of "ClimODE: Climate Forecasting With Physics-informed Neural ODEs"☆19Jun 2, 2024Updated last year
- IowaRain is a rain event dataset for data driven modeling☆12Oct 31, 2022Updated 3 years ago
- An application that displays a map and graphs showing solar irradiance forecasts in solar farms in Georgia using data from the National S…☆10Oct 15, 2021Updated 4 years ago
- Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …☆291Updated this week
- Uncertainty quantification for data-driven weather models.☆15Apr 9, 2025Updated last year
- Large-scale Time-series Dataset Towards Next-Generation Global Station Weather Forecasting Benchmark☆88Jan 30, 2026Updated 3 months ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆13Jun 24, 2024Updated last year
- ☆26Mar 10, 2024Updated 2 years ago
- ☆17May 27, 2025Updated 11 months ago
- Code for the Paper "GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting"☆14Dec 1, 2024Updated last year
- [ECCV 2024] Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model☆35Nov 6, 2024Updated last year
- Quantifying Uncertainty in Deep Spatiotemporal Forecasting☆12Mar 20, 2021Updated 5 years ago
- Compressing weather and climate data into neural networks☆17May 19, 2024Updated last year