PyTorch implementation of "ClimODE: Climate Forecasting With Physics-informed Neural ODEs"
☆19Jun 2, 2024Updated 2 years ago
Alternatives and similar repositories for ClimODE
Users that are interested in ClimODE are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ClimODE: Climate and Weather Forecasting With Physics-informed Neural ODEs☆128Mar 18, 2025Updated last year
- PASSAT is a novel Physics-ASSisted And Topology informed deep learning model for weather prediction.☆14May 10, 2025Updated last year
- Repository for the paper "Deciphering Environmental Air Pollution with Large Scale City Data", IJCAI 2022☆10Sep 27, 2022Updated 4 years ago
- ☆16Aug 20, 2024Updated 2 years ago
- Learn and concatenate outputs of PDE models using deep learning☆12Jan 17, 2020Updated 6 years 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.
- Implement code of paper "DeepPhysiNet: Bridging Deep Learning and Atmospheric Physics for Accurate and Continuous Weather Modeling"☆45May 2, 2024Updated 2 years ago
- This includes the code and data used in the paper "Investigating transformer-based models for downscaling near-surface temperature and wi…☆27May 12, 2023Updated 3 years ago
- Natural disaster losses for the USA from the SHELDUS database☆10Mar 20, 2014Updated 12 years ago
- [TPAMI 2025] Official implementation of "Towards Expressive Spectral-Temporal Graph Neural Networks for Time Series Forecasting"☆20Feb 26, 2025Updated last year
- ☆13Sep 16, 2024Updated 2 years ago
- This repository provides the code for applying Contrastive Learning Penalty Loss (CLPL) and Mixture of Experts (MoE) to the BGE-M3 text e…☆11Dec 27, 2024Updated last year
- The official code for paper "WeatherGFM: Learning a Weather Generalist Foundation Model via In-context Learning"☆13Mar 25, 2025Updated last year
- add codes☆21Aug 22, 2021Updated 5 years ago
- The source codes for HighAir: A Hierarchical Graph Neural Network-Based Air Quality Forecasting Method☆25Dec 31, 2020Updated 5 years 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.
- 2018 Short course for Python at the ASR ARM Meeting☆12Mar 16, 2018Updated 8 years ago
- ☆11Nov 23, 2024Updated last year
- Official code for MambaTS: Improved Selective State Space Models for Long-term Time Series Forecasting☆73Oct 2, 2024Updated 2 years ago
- The official implementation for the paper "ST-MTM: Masked Time Series Modeling with Seasonal-Trend Decomposition for Time Series Forecast…☆12May 22, 2025Updated last year
- Suite for Analysis of Molecular Simulations☆12Updated this week
- ☆11May 31, 2024Updated 2 years ago
- SAM3 华为昇腾 Ascend NPU 适配与推理加速 | 10x acceleration on Huawei Ascend 910B2☆20Mar 27, 2026Updated 7 months ago
- NDE: Climate Modeling with Neural Diffusion Equation, ICDM'21☆24Apr 14, 2022Updated 4 years ago
- This repo is for the implementation of CIKM 2023 paper: "Prompt-Enhanced Spatio-Temporal Multi-Attribute Prediction"☆11Aug 11, 2023Updated 3 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.
- Code relative to the publication "Precipitation nowcasting with generative diffusion models"☆36Apr 10, 2024Updated 2 years ago
- Official Code for "SDE: A Simplified and Disentangled Dependency Encoding Framework for State Space Models in Time Series Forecasting" (K…☆11Apr 7, 2026Updated 6 months ago
- [NeurIPS 2025] AliO: Output Alignment Matters in Long-Term Time Series Forecasing☆11Oct 19, 2026Updated last week
- Computes heat, vorticity and water budgets for a limited area in the atmosphere☆16Aug 19, 2026Updated 2 months ago
- PyTorch implementation of probabilistic deep forecast applied to air quality.☆27Dec 7, 2021Updated 4 years ago
- The Radar Echo Extrapolation Model☆41Jul 6, 2021Updated 5 years ago
- Methods for Object-based and Neighborhood Threat Evaluation in Python☆13Jun 10, 2025Updated last year
- Code of Stationarity-Aware Retrieval-Augmented Time Series Forecasting (KDD'26)☆17Sep 23, 2026Updated last month
- Official implementation for: Making Higher Order MOT Scalable: An Efficient Approximate Solver for Lifted Disjoint Paths☆11Apr 25, 2022Updated 4 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.
- A Dynamic Stiefel Graph Neural Network for Efficient Spatio-Temporal Time Series Forecasting☆12May 11, 2026Updated 5 months ago
- Official Code for "How Much Can Time-related Features Enhance Time Series Forecasting?"☆42Jan 16, 2025Updated last year
- AR-KAN: Autoregressive-Weight-Enhanced Kolmogorov–Arnold Network for Time Series Forecasting☆12Sep 4, 2025Updated last year
- [IJCAI 2025] Offical implementation of the paper "LLM-TPF: Multiscale Temporal Periodicity-Semantic Fusion LLMs for Time Series Forecasti…☆11Jul 1, 2026Updated 4 months ago
- MSP-STTN for short- and long-term prediction☆11Jul 24, 2022Updated 4 years ago
- [ICLR 2026] Official implementation of the paper "Local Geometry Attention for Time Series Forecasting under Realistic Corruptions"☆15Feb 24, 2026Updated 8 months ago
- Official implementation of the paper "Towards Multi-resolution Spatiotemporal Graph Learning for Medical Time Series Classification".☆32Mar 11, 2026Updated 7 months ago