https://github.com/martinuzzifrancesco/martinuzzifrancesco

readme
https://github.com/martinuzzifrancesco/martinuzzifrancesco

Last synced: 7 months ago
JSON representation

readme

• Host: GitHub
• URL: https://github.com/martinuzzifrancesco/martinuzzifrancesco
• Owner: MartinuzziFrancesco
• Created: 2023-03-08T13:02:24.000Z (over 2 years ago)
• Default Branch: main
• Last Pushed: 2025-03-09T10:27:07.000Z (8 months ago)
• Last Synced: 2025-03-09T11:23:41.826Z (8 months ago)
• Size: 18.6 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

          


[![Google Scholar Badge](https://img.shields.io/badge/Google-Scholar-red)](https://scholar.google.com/citations?user=5zVK6KIAAAAJ&hl=en)

[![ResearchGate Badge](https://img.shields.io/badge/Research-Gate-brightgreen)](https://www.researchgate.net/profile/Francesco-Martinuzzi)

[![ORCID Badge](https://img.shields.io/badge/ORCID-iD-green)](https://orcid.org/0000-0003-3249-3703)

[![LinkedIn Badge](https://img.shields.io/badge/Linked-In-blue)](https://www.linkedin.com/in/francesco-martinuzzi-259a16215/)

[![Twitter Badge](https://img.shields.io/twitter/follow/MartinuzziFra?style=social)](https://twitter.com/MartinuzziFra)

[![Bluesky Badge](https://img.shields.io/badge/-Bluesky-3686f7?style=flat&logo=icloud&logoColor=white)](https://bsky.app/profile/martinuzzi.bsky.social)



### Hello there!

I am currently pursuing a PhD in Physics and Earth Sciences at the Institute for Earth System Science and Remote Sensing in Leipzig University, Germany, and Valencia, Spain, as a member of the [**ELLIS PhD program**](https://ellis.eu/projects/modeling-impacts-of-extreme-events-using-reservoir-computing). I am currently focusing on the application of machine learning in Earth systems under the supervision of Prof. [**Miguel D. Mahecha**](https://www.uni-leipzig.de/en/profile/mitarbeiter/prof-dr-miguel-mahecha) and Dr. [**Karin Mora**](https://aperiodik.is/). My research is kindly funded by the Center for Scalable Data Analytics and Artificial Intelligence (ScaDS.AI).

    

I love writing software and providing open source implementations of research papers. My contributions rank from fully fledged libraries to one-off implementations. I am the creator and main developer of the following packages:

 - [ReservoirComputing.jl](https://github.com/SciML/ReservoirComputing.jl)

 - [RecurrentLayers.jl](https://github.com/MartinuzziFrancesco/RecurrentLayers.jl)

 - [LuxRecurrentLayers.jl](https://github.com/MartinuzziFrancesco/LuxRecurrentLayers.jl)

 - [SpectralIndices.jl](https://github.com/awesome-spectral-indices/SpectralIndices.jl)

 - [CellularAutomata.jl](https://github.com/MartinuzziFrancesco/CellularAutomata.jl)

Additional non registered implementations include deep learning (Flux.jl) models like [NBeats](https://github.com/MartinuzziFrancesco/NeuralBasisExpansions.jl).



![](https://github-readme-stats.vercel.app/api?username=MartinuzziFrancesco&show_icons=true&count_private=false&hide_border=true&include_all_commits=false&theme=gruvbox)