Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"
☆45May 2, 2024Updated 2 years ago
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:
- ☆15May 9, 2024Updated 2 years ago
- GD-CAF: Graph Dual-stream Convolutional Attention Fusion for Precipitation Nowcasting☆19Dec 24, 2024Updated last year
- ☆33Apr 15, 2024Updated 2 years ago
- [IJCAI'25] Code for the paper "CoDiCast: Conditional Diffusion Model for Global Weather Prediction with Uncertainty Quantification".☆12Jan 24, 2026Updated 7 months ago
- [ICLR 2025] Continuous Ensemble Weather Forecasting with Diffusion models☆41Jun 25, 2025Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆129Mar 18, 2025Updated last year
- About code release of "Interpretable Weather Forecasting for Worldwide Stations with a Unified Deep Model", Nature Machine Intelligence, …☆187Jan 3, 2025Updated last year
- ☆54Aug 5, 2025Updated last year
- The source code of the SOTA Dynamic Graph Reformer model for weather station prediction.☆14Mar 25, 2024Updated 2 years ago
- Pytorch implementation code of Rainformer☆28Jun 6, 2023Updated 3 years ago
- ☆15Feb 4, 2022Updated 4 years ago
- Official Code for a KDD 2025 paper "Physics-Guided Learning of Meteorological Dynamics for Weather Downscaling and Forecasting"☆21Jul 22, 2025Updated last year
- ☆55Jan 9, 2025Updated last year
- ExtremeCast: Boosting Extreme Value Prediction for Global Weather Forecast☆28Mar 17, 2026Updated 6 months ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Adaptation of PyTorch implementation for Score-Based Generative Modeling through Stochastic Differential Equations for emulating high res…☆23Updated this week
- add codes☆21Aug 22, 2021Updated 5 years ago
- A cascade machine learning forecasting system for 15-day global weather forecast☆192Jun 18, 2026Updated 3 months ago
- ☆30Apr 1, 2026Updated 5 months ago
- ☆22Mar 13, 2025Updated last year
- This repository contains the code and data for the paper "Local Off-Grid Weather Forecasting with Multi-Modal Earth Observation Data".☆61Mar 29, 2026Updated 5 months ago
- Code relative to the publication "Precipitation nowcasting with generative diffusion models"☆36Apr 10, 2024Updated 2 years ago
- ☆26Oct 17, 2024Updated last year
- [NeurIPS'24] Generalizing Weather Forecast to Fine-grained Temporal Scales via Physics-AI Hybrid Modeling☆172Feb 4, 2025Updated last year
- 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.
- Implementation of the PyTorch version of the Weather Deep Learning Model Zoo.☆98Updated this week
- 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
- Repository for Extreme Precipitation Nowcasting using Transformer-based Generative Models paper (Oral ICLR2024 Climate Change Workshop)☆27Dec 9, 2024Updated last year
- The source codes for HighAir: A Hierarchical Graph Neural Network-Based Air Quality Forecasting Method☆25Dec 31, 2020Updated 5 years ago
- ☆180Dec 18, 2025Updated 9 months ago
- PyTorch implementation of AirFormer, AAAI-23☆166Dec 29, 2022Updated 3 years ago
- ☆17May 27, 2025Updated last year
- ☆35Jun 6, 2023Updated 3 years ago
- The official code for the paper HR-Extreme: A High-Resolution Dataset for Extreme Weather Forecasting☆25Apr 22, 2025Updated last year
- 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.
- PyTorch implementation of "ClimODE: Climate Forecasting With Physics-informed Neural ODEs"☆19Jun 2, 2024Updated 2 years ago
- Graph-based weather forecasting models. Originally, PyTorch implementation of Ryan Keisler's 2022 "Forecasting Global Weather with Graph …☆305Updated this week
- ☆26Mar 10, 2024Updated 2 years ago
- ☆13Jun 24, 2024Updated 2 years ago
- [ECCV 2024] Probabilistic Weather Forecasting with Deterministic Guidance-based Diffusion Model☆36Nov 6, 2024Updated last year
- An Autoregressive Consistency Model for Efficient Weather Forecasting☆23Oct 15, 2025Updated 11 months ago
- Code for the Paper "GA-SmaAt-GNet: Generative Adversarial Small Attention GNet for Extreme Precipitation Nowcasting"☆15Dec 1, 2024Updated last year