ODINN.jl
Climate simulator
An open-source Julia package that combines mechanistic models and machine learning to simulate climate-glacier interactions
Global glacier model using Universal Differential Equations for climate-glacier interactions
73 stars
5 watching
12 forks
Language: Julia
last commit: 4 months ago
Linked from 1 awesome list
climatecryospheredifferential-equationsglaciersjuliascientific-machine-learningsciml
Related projects:
Repository | Description | Stars |
---|---|---|
| An interface to the MITgcm climate model that enables users to analyze and interact with its output | 32 |
| An interface to climate models and tracked workflow framework | 43 |
| Software for fast and flexible finite volume simulations of fluid dynamics on CPUs and GPUs | 1,008 |
| A modular framework for simulating snow and hydroclimatological processes in mountain regions | 21 |
| An educational resource exploring glacier dynamics through code-based simulations and visualizations. | 1 |
| A model for simulating the evolution of glaciers based on deep learning and parameterization. | 41 |
| A software implementation of a glacier dynamics model using numerical methods to simulate the movement and behavior of glaciers over time. | 6 |
| An idealized climate-economic modelling framework using Julia that optimizes trade-offs between emissions mitigation, adaptation, carbon dioxide removal, and geoengineering. | 68 |
| A comprehensive platform for climate modeling and simulation based on the Norwegian Earth System Model | 37 |
| A climate modeling framework designed to simulate global temperature changes based on various input scenarios. | 134 |
| A Julia package for building atmospheric circulation models leveraging data assimilation and machine learning tools. | 85 |
| An ice sheet model for simulating the behavior of glaciers and sea levels over time | 28 |
| A package of tools for analyzing and processing climate data in Julia. | 118 |
| Simulates elastic behaviour and calving at marine terminating glaciers using particle model | 20 |