Repositories list

• MassBalanceMachine

  Public
  Global machine learning glacier mass balance model, capable of assimilating all sources of glaciological and remote sensing data

  machine-learningclimateremote-sensing+ 1glaciers

  Jupyter Notebook

  •

  MIT License

  •11•17•25•0•Updated Dec 18, 2024Dec 18, 2024

• ODINN.jl

  Public
  Global glacier model using Universal Differential Equations for climate-glacier interactions

  climatecryosphereglaciers+ 4juliadifferential-equationsscientific-machine-learningsciml

  Julia

  •

  MIT License

  •12•73•29•13•Updated Dec 16, 2024Dec 16, 2024

• Sleipnir.jl

  Public
  Core structures and tools for ODINN.jl

  Julia

  •

  MIT License

  •4•2•14•0•Updated Dec 2, 2024Dec 2, 2024

• DiffEqSensitivity-Review

  Public
  A Review of Sensitivity Methods for Differential Equations

  machine-learningoptimizationsensitivity+ 1differential-equations

  TeX

  •

  MIT License

  •14•29•10•6•Updated Nov 26, 2024Nov 26, 2024

• SphereUDE.jl

  Public
  A Julia package for regression in the sphere based on Universal Differential Equations

  Julia

  •

  MIT License

  •3•2•10•0•Updated Nov 14, 2024Nov 14, 2024

• SphereUDE-examples

  Public
  Julia

  •

  BSD 3-Clause "New" or "Revised" License

  •0•0•0•0•Updated Nov 13, 2024Nov 13, 2024

• Huginn.jl

  Public
  Fast and flexible glacier ice flow models

  glaciersglacier-modellingsciml+ 1iceflow

  Julia

  •

  MIT License

  •4•2•7•5•Updated Sep 21, 2024Sep 21, 2024

• Muninn.jl

  Public
  Scientific machine learning glacier mass balance models

  Julia

  •

  MIT License

  •2•5•0•1•Updated Aug 2, 2024Aug 2, 2024

• iceflow_sandbox

  Public
  Ice flow model experiments for OGGM-ODINN

  juliacryosphereglaciers+ 1differential-eq

  Jupyter Notebook

  •

  MIT License

  •2•5•5•0•Updated Sep 27, 2023Sep 27, 2023

• ODINN_notebooks

  Public
  Jupyter notebooks showcasing ODINN

  Jupyter Notebook

  •0•3•2•0•Updated Sep 26, 2023Sep 26, 2023

• oggm

  Public
  Open Global Glacier Model

  Python

  •

  BSD 3-Clause "New" or "Revised" License

  •106•0•0•0•Updated Jun 22, 2022Jun 22, 2022

• universal_differential_equations

  Public
  Repository for the Universal Differential Equations for Scientific Machine Learning paper, describing a computational basis for high performance SciML

  Julia

  •

  MIT License

  •59•0•0•0•Updated Mar 18, 2021Mar 18, 2021