dataymeric / ClimODE
PyTorch implementation of "ClimODE: Climate Forecasting With Physics-informed Neural ODEs"
☆17Updated 8 months ago
Alternatives and similar repositories for ClimODE:
Users that are interested in ClimODE are comparing it to the libraries listed below
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆82Updated 6 months ago
- ICLR'2024 (Spotlight)☆17Updated 7 months ago
- code for HiSTGNN: Hierarchical Graph Neural Networks for Weather Forecasting, Information Sciences☆13Updated last year
- Pytorch implementation of Physics Guided Differential Equation Network for Air Quality Prediction (AirPhyNet).☆16Updated 11 months ago
- Rethinking Urban Mobility Prediction: A Super-Multivariate Time Series Forecasting Approach (TITS)☆16Updated 3 months ago
- This repository contains code for the paper "Improving day-ahead Solar Irradiance Time Series Forecasting by Leveraging Spatio-Temporal C…☆81Updated 5 months ago
- ☆9Updated 4 months ago
- About code release of "Interpretable Weather Forecasting for Worldwide Stations with a Unified Deep Model", Nature Machine Intelligence, …☆172Updated last month
- ☆14Updated 2 years ago
- Official repo for "Solar Irradiance Anticipative Transformer" paper to be published in CVPR workshop Earth Vision 2023☆14Updated last year
- ☆37Updated last year
- Community Implementation of *Temporal Latent Auto-Encoder* as described in [Temporal Latent Auto-Encoder: A Method for Probabilistic Mult…☆15Updated 2 years ago
- The implementation Code of CrossGNN: Confronting Noisy Multivariate Time Series Via Cross Interaction Refinement☆29Updated last year
- ☆23Updated last year
- ☆11Updated 3 months ago
- Integrating Large Weather Models with Data Assimilation☆12Updated 8 months ago
- Investigating the benefit of relating river gauging stations via graph neural networks for flood forecasting☆13Updated 7 months ago
- The code for Biased Temporal Convolution Graph Network for Time Series Forecasting with Missing Values.☆20Updated 5 months ago
- [SIGKDD'2025] Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective☆29Updated last month
- Official PyTorch Code for Paper: PredFormer: Transformers Are Effective Spatial-Temporal Predictive Learners☆88Updated 4 months ago
- Official Code for "How Much Can Time-related Features Enhance Time Series Forecasting?"☆29Updated last month
- Pytorch implementation of Spatoi-temporal Differential Equation Network (STDEN).☆36Updated 2 years ago
- Official PyTorch Code for ICLR24 Workshop Paper: PostRainBench☆24Updated 9 months ago
- MSTGAN is an innovative method designed for multi-station urban air quality prediction, which fully considers the individual, global, and…☆16Updated 7 months ago
- add codes☆17Updated 3 years ago
- ExtremeCast: Boosting Extreme Value Prediction for Global Weather Forecast☆22Updated 6 months ago
- The official code for "Mitigating Time Discretization Challenges with WeatherODE: A Sandwich Physics-Driven Neural ODE for Weather Foreca…☆11Updated 3 months ago
- ☆23Updated 4 months ago