Official Code for a KDD 2025 paper "Physics-Guided Learning of Meteorological Dynamics for Weather Downscaling and Forecasting"
☆21Jul 22, 2025Updated last year
Alternatives and similar repositories for PhyDL-NWP
Users that are interested in PhyDL-NWP are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆28May 18, 2024Updated 2 years ago
- The official repo for VA-MoE (ICCV2025).☆19Aug 13, 2025Updated last year
- ☆26Oct 17, 2024Updated last year
- add codes☆21Aug 22, 2021Updated 5 years ago
- Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"☆45May 2, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- MSTGAN is an innovative method designed for multi-station urban air quality prediction, which fully considers the individual, global, and…☆23Jul 13, 2024Updated 2 years ago
- [MM 2024]☆28Jun 13, 2025Updated last year
- [NeurIPS 2025] Elucidated Rolling Diffusion Models for Probabilistic Weather Forecasting☆21Jan 8, 2026Updated 9 months ago
- [ICML 2026] U-Cast: A Surprisingly Simple and Efficient Frontier Probabilistic AI Weather Forecaster☆43Jun 5, 2026Updated 4 months ago
- WeatherFusionNet - our solution to the NeurIPS 2022 Weather4cast competition☆33Nov 30, 2023Updated 2 years ago
- BayOTIDE-Bayesian Online Multivariate Time Series Imputation with Functional Decomposition (ICML 2024 spotlight)☆36Sep 7, 2025Updated last year
- 基于塔顶摄像头的能见度反算项目☆16Feb 22, 2024Updated 2 years ago
- Paper code for "Adapting a deep convolutional RNN model with imbalanced regression loss for improved spatio-temporal forecasting of extre…☆17Oct 10, 2025Updated last year
- This is an official repository for "Multi-Modal View Enhanced Large Vision Models for Long-Term Time Series Forecasting".☆31Sep 4, 2026Updated last month
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆22Mar 13, 2025Updated last year
- The official code for "Mitigating Time Discretization Challenges with WeatherODE: A Sandwich Physics-Driven Neural ODE for Weather Foreca…☆16Oct 23, 2024Updated last year
- MFWPN☆31Jan 27, 2026Updated 8 months ago
- Code for the paper: Probabilistic Forecasting with Stochastic Interpolants and Follmer Processes (generative AI for forecasting)☆20May 17, 2026Updated 4 months ago
- Large-scale Time-series Dataset Towards Next-Generation Global Station Weather Forecasting Benchmark☆99Jan 30, 2026Updated 8 months ago
- About Code release for “RoPINN: Region Optimized Physics-Informed Neural Networks” (NeurIPS 2024), https://arxiv.org/abs/2405.14369☆66Jul 14, 2025Updated last year
- A numerical framework to estimate hardware, data processing and pointing uncertainties of ground-based Doppler wind lidars☆10Nov 3, 2025Updated 11 months ago
- Code for working with the SEVIR weather dataset☆46May 2, 2022Updated 4 years ago
- Recommend products or brands to users based on browsing history data☆13Dec 18, 2020Updated 5 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- INCREASE: Inductive Graph Representation Learning for Spatio-Temporal Kriging☆21Apr 6, 2023Updated 3 years ago
- 本赛题要求选手基于风力海况气象数据、风机性能数据等，针对复杂多变气象和海况条件的深度耦合影响，提出海上风电出力预测模型，提升模型精度以及在工程应用中的可信度，为大规模风电接入下的能源安全可靠运行提供保障。A榜得分0.06490342，排名83；B榜得分0.06745705，…☆29Mar 23, 2024Updated 2 years ago
- Material (Jupyter Notebooks) for the University of Otago Climate Data and Analytics Workshop (26 May 2022)☆11May 26, 2022Updated 4 years ago
- The source code of the SOTA Dynamic Graph Reformer model for weather station prediction.☆14Mar 25, 2024Updated 2 years ago
- ☆21May 19, 2025Updated last year
- ☆41Aug 22, 2025Updated last year
- About Code release for "FlashBias: Fast Computation of Attention with Bias" (NeurIPS 2025), https://arxiv.org/abs/2505.12044☆34Nov 17, 2025Updated 10 months ago
- The official code for the paper HR-Extreme: A High-Resolution Dataset for Extreme Weather Forecasting☆25Apr 22, 2025Updated last year
- Starter Kit for the NeurIPS 2023 Weather4cast competition☆22Nov 21, 2023Updated 2 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Statistical tests on xarray objects☆14Nov 24, 2025Updated 10 months ago
- [ICLR 2025] Continuous Ensemble Weather Forecasting with Diffusion models☆41Jun 25, 2025Updated last year
- Repositório com o intuito de criação e publicação de códigos em python fazendo o uso das saídas do modelo WRF☆15Mar 11, 2025Updated last year
- Investigating the benefit of relating river gauging stations via graph neural networks for flood forecasting☆17Mar 31, 2025Updated last year
- Dynamic Optimization☆11Apr 24, 2019Updated 7 years ago
- ☆10Sep 9, 2023Updated 3 years ago
- [NeurIPS'24] Generalizing Weather Forecast to Fine-grained Temporal Scales via Physics-AI Hybrid Modeling☆172Feb 4, 2025Updated last year