Lectures, code and material for the Modelling and Machine Learning of Dynamical Systems in Julia lecture at Technical University Munich
☆18Jul 22, 2025Updated last year
Alternatives and similar repositories for TUM-Dynamics-Lecture
Users that are interested in TUM-Dynamics-Lecture are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Inverse modelling framework for dynamical systems characterised by complex dynamics.☆13Oct 16, 2025Updated 9 months ago
- Lux layers and utilities to build and train hybrid dynamic models.☆18Dec 5, 2025Updated 7 months ago
- Code and experiments for the NeurIPS 2023 paper Stabilized Neural Differential Equations for Learning Dynamics with Explicit Constraints☆12Mar 26, 2024Updated 2 years ago
- A framework for building next-generation differentiable and GPU-accelerated land and ecosystem models in Julia.☆32Updated this week
- A Julia package for critical transitions in dynamical systems with time-dependent forcing☆41Jul 7, 2026Updated 2 weeks ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Fast vectorized mathematical functions for SIMD.jl , using SLEEFPirates.jl .☆12May 28, 2025Updated last year
- Julia's HPC command for automatic feature/model selection using all-subset-regression approaches☆18Feb 11, 2025Updated last year
- ConceptualClimateModels.jl is a Julia package for creating and analysing conceptual models of climate, such as energy balance models, gla…☆10Jul 15, 2026Updated last week
- Ecosystem-scale transpiration stress formulation using deep learning☆12Aug 6, 2023Updated 2 years ago
- Julia package with several functions to train and analyze Autoencoder-based neural networks☆25Mar 27, 2025Updated last year
- ☆24Sep 3, 2020Updated 5 years ago
- FLUXNET shuttle library☆21Apr 30, 2026Updated 2 months ago
- A Julia package for Matrix-Product State (MPS)-based time-series analysis.☆25Feb 15, 2026Updated 5 months ago
- Istope-enabled implementation of the LWF-BROOK90 hydrological model in Julia☆15Jun 12, 2026Updated last month
- 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.
- climetlab plugin to access subseasonal to seasonal (S2S) forecasts for the s2s-ai-challenge☆41Sep 13, 2023Updated 2 years ago
- GPU-capable surface fluxes between atmosphere, ocean, and land via Monin-Obukhov Similarity Theory☆19Updated this week
- A collection of 30+ PyTorch-compatible implementations of recurrent layers☆19Jul 2, 2026Updated 3 weeks ago
- BEPS Evapotranspiration and Photosynthesis model in Julia☆17Jul 4, 2026Updated 3 weeks ago
- Functions to read gridded data so as to feed Clima Land model☆37Jun 24, 2026Updated last month
- Process-based permafrost modeling in the Julia programming language☆19Jul 18, 2026Updated last week
- ☆16Sep 24, 2022Updated 3 years ago
- Surface Urban Energy and Water Balance Scheme☆27Updated this week
- LycheePy is a distributed processing server of geospatial data☆17Apr 7, 2019Updated 7 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Themeing and convenience tools for accelerating working with Makie.jl☆20Jun 22, 2026Updated last month
- A framework to build plant models at the scales that matter☆24Jul 15, 2026Updated last week
- A Julia package for working with time series (time-indexed arrays)☆20Updated this week
- Easy scientific machine learning (SciML) parameter estimation with pre-built loss functions☆62Updated this week
- Weight Initialization Schemes for Deep Learning Frameworks☆10Nov 4, 2024Updated last year
- Practical introduction to Julia for modelling and data analysis in biodiversity and earth sciences☆28Mar 28, 2023Updated 3 years ago
- ☆22Jul 13, 2026Updated last week
- Five pillars of computational reproducibility☆12Feb 6, 2024Updated 2 years ago
- A Flexible, Differentiable Framework for Neural-Enhanced Hydrological Modeling☆16Updated this week
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- A variant of ESTARFM that locally corrects systematic bias☆24Jun 21, 2026Updated last month
- A comprehensive collection of 35+ recurrent neural network layers for Flux.jl☆29Jul 2, 2026Updated 3 weeks ago
- ☆15May 13, 2025Updated last year
- GCM Physics written in JAX☆103Updated this week
- Code for the paper "Continual Model-Based Reinforcement Learning with Hypernetworks"☆15Jul 28, 2021Updated 4 years ago
- Code repo for publication at https://hess.copernicus.org/articles/26/5085/2022/☆19Sep 19, 2023Updated 2 years ago
- Julia package for simulating Dynamics on Networks☆159Updated this week