Skip to content
View maximilian-gelbrecht's full-sized avatar
40 followers · 8 following
  • Berlin, Germany

Achievements

Achievement: Pair ExtraordinaireAchievement: Pull Sharkx2Achievement: YOLOAchievement: Arctic Code Vault Contributor

Achievements

Achievement: Pair ExtraordinaireAchievement: Pull Sharkx2Achievement: YOLOAchievement: Arctic Code Vault Contributor

Organizations

@SpeedyWeather @TUM-PIK-ESM

Block or report maximilian-gelbrecht

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don't include any personal information such as legal names or email addresses. Markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
maximilian-gelbrecht/README.md

Hi there 👋

I'm Max, a scientist passioniate about exploring machine learning for nonlinear dynamics and Earth System Sciences.
Currently, I am mainly working on making Earth system models differentiable and GPU-compatible to enable seamless integration with ML.

Checkout my two main projects at the moment:

  • ☁️ SpeedyWeather.jl: A global, spectral atmospheric model with an everything flexible attitude
  • 🌱 Terrarium.jl: Modelling land and ecosystems across temporal and spatial scales

If you want to learn something about ML for dynamical systems, checkout my lecture notes:

Pinned Loading

  1. JuliaDynamics/TreeEmbedding.jl JuliaDynamics/TreeEmbedding.jl Public

    This project implements the MCDTS algorithm outlined in the paper Nonlinear Dynamics volume 108, pages 1525–1545 (2022).

    Julia 1 1

  2. TUM-PIK-ESM/TUM-Dynamics-Lecture TUM-PIK-ESM/TUM-Dynamics-Lecture Public

    Lectures, code and material for the Modelling and Machine Learning of Dynamical Systems in Julia lecture at Technical University Munich

    Jupyter Notebook 13 1

  3. SpeedyWeather/SpeedyWeather.jl SpeedyWeather/SpeedyWeather.jl Public

    Play atmospheric modelling like it's LEGO.

    Julia 517 47

  4. QG3.jl QG3.jl Public

    Marshall Molteni QG3 Quasigeostrophic Atmospheric Model in Julia, GPU and AD enabled

    Julia 4

  5. NeuralDELux.jl NeuralDELux.jl Public

    Tools and Solvers for Neural DEs with Lux.jl

    Julia 1 3

  6. TUM-PIK-ESM/Terrarium.jl TUM-PIK-ESM/Terrarium.jl Public

    A next-generation differentiable and GPU-accelerated land model in the Julia programming language.

    Julia 9