The Julia Programming Language Courses

JuliaSim - Bringing Julia to Industrial Modeling and Simulation

Explore JuliaSim's advanced modeling capabilities for industrial applications, featuring insights from Boeing on model-based design and digital engineering in aerospace product development.

• YouTube
• 21 minutes
• On-Demand
• Free Video

Materials Modeling - Bonding Across Atoms, Code, and People - JuliaCon 2024 Keynote

Exploring computational materials modeling for 21st-century challenges, integrating Julia with existing tools to advance physics, chemistry, and data-driven approaches in materials design.

• YouTube
• 52 minutes
• On-Demand
• Free Video

State of Julia 2024 - Keynote at JuliaCon 2024

Explore Julia's latest advancements in language, package ecosystem, and community. Discover exciting developments and celebrate the progress of this dynamic programming language in 2024.

• YouTube
• 47 minutes
• On-Demand
• Free Video

Hierarchical Component-Based Modeling with ModelingToolkit.jl

Explore hierarchical component-based modeling using ModelingToolkit.jl for efficient simulation of complex systems. Learn to build, simplify, and analyze large-scale models with Julia's SciML ecosystem.

• YouTube
• 2 hours 58 minutes
• On-Demand
• Free Video

Infiltrator.jl - No-Overhead Breakpoints in Julia

Explore Infiltrator.jl, a Julia debugging tool offering interactive breakpoints without runtime overhead. Learn its implementation and common workflows for efficient package and application debugging.

• YouTube
• 11 minutes
• On-Demand
• Free Video

SpeedyWeather.jl - Reinventing Atmospheric Models

Innovative Julia-based atmospheric modeling tool offering interactive, user-friendly simulations for climate research, overcoming traditional Fortran constraints with flexible, extensible components.

• YouTube
• 13 minutes
• On-Demand
• Free Video

ProcessSimulator.jl - A Differentiable Chemical Process Simulator

Differentiable chemical process simulator leveraging symbolic transformations and automatic differentiation for robust flowsheeting, thermodynamic property calculations, and system-level optimization in Julia.

• YouTube
• 11 minutes
• On-Demand
• Free Video

FMIExchange.jl - Foreign Models Through a Familiar Interface

Explore FMIExchange.jl for seamless integration of FMI-compliant models with Julia's DifferentialEquations.jl, enabling multi-model simulations and advanced control strategies in complex systems.

• YouTube
• 11 minutes
• On-Demand
• Free Video

Oceananigans - An Ocean-Flavoured Fluid Dynamics Library

Explore Oceananigans, a Julia-based fluid dynamics library for oceanic modeling, featuring flexibility, GPU performance, and easy integration of custom components like sea-ice and biogeochemistry.

• YouTube
• 10 minutes
• On-Demand
• Free Video

Portable Communications Interface for Earth System Model - JuliaCon 2024

Explore ClimaComms.jl's high-level interface for Earth System Model components, enabling efficient communication patterns and distributed simulations across various architectures.

• YouTube
• 19 minutes
• On-Demand
• Free Video

MuJoCo.jl - A Case Study for Developing Julia Bindings

Explore developing Julia bindings for C libraries using MuJoCo.jl as a case study. Learn to create cross-platform binaries, generate wrappers, and maintain up-to-date packages with minimal effort.

• YouTube
• 10 minutes
• On-Demand
• Free Video

High Resolution Flux Estimation with TurbulenceFlux.jl

Explore advanced flux estimation techniques using wavelet analysis in TurbulenceFlux.jl, offering improved accuracy for non-stationary environments and turbulent transport identification in ecosystem studies.

• YouTube
• 10 minutes
• On-Demand
• Free Video

Rasters.jl - Raster Data and GIS Tools for Julia

Explore Rasters.jl for Julia: handle raster data, GIS tools, and large datasets with ease. Efficient spatial operations, plotting, and ecosystem compatibility for geospatial analysis.

• YouTube
• 14 minutes
• On-Demand
• Free Video

Differentiable Point Cloud Rasterisation in Julia

Explore differentiable point cloud rasterization in Julia, focusing on volumetric 3D data rendering to voxel grids or 2D images, with fast CPU/GPU implementations and integration into ChainRules.jl ecosystem.

• YouTube
• 10 minutes
• On-Demand
• Free Video

Julia Community Reshapes Computation in Geosciences

Explore Julia's impact on geosciences: ecosystem tools, hardware acceleration, and collaborative initiatives revolutionizing Earth observation and software development in the field.

• YouTube
• 11 minutes
• On-Demand
• Free Video