JuliaHub

Dyad AI Modeling Challenge: Real-Time Quadcopter Interactions YouTube video by JuliaHub

Join the Dyad Live Modeling Challenge as we continue our quadcopter #simulation. Watch agentic #AI reason, iterate, and refine the model in real time while engineers unpack system dynamics step by step.
www.youtube.com/live/8AxLsL4...

#JuliaLang #Dyad #AgenticAI #Robotics #ControlSystems

Compilation of Julia Code for Deployment in Model-Based Engineering Workflows - Video - JuliaHub Learn how Julia compiles models to fast binaries for real-time model-based design, embedded systems, and scientific computing—without relying on C code.

Julia’s latest compiler advances enable direct binary compilation for model-based #engineering. This session shows real examples—from Raspberry Pi state estimation to shared PID libraries—supporting scalable, real-time deployment without C code.
juliahub.com/videos/compi...
#JuliaLang #Embedded

YouTube video by PyData Chris Rackauckas-Why Julia_s GPU-Accelerated ODE Solvers are 20x-100x Faster than Jax and PyTorch

Julia’s GPU-accelerated ODE solvers deliver 20–100× speedups over JAX and PyTorch. In this talk, Chris Rackauckas explains the GPU architecture choices behind the gains—and where they matter most.
youtu.be/ZSFfv2cckx0

#JuliaLang #GPUComputing #SciML #HPC #ScientificComputing

Dyad AI Modeling Challenge: Quadcopter Simulation with Real-Time Interaction - Video - JuliaHub Watch how Dyad’s agentic AI builds a quadcopter model with real-time interaction using Makie.jl in this hands-on recorded session.

See Dyad’s agentic AI build an interactive quadcopter simulation in real time. This session covers model construction, control, and live interaction using Makie—showing AI-assisted engineering in practice.
juliahub.com/videos/dyad-...

#Dyad #AgenticAI #JuliaLang #Robotics #SystemSimulation

Meet the Dyad Agent: An Agentic AI for Model-Based Engineering - Video - JuliaHub Discover the Dyad Agent, an agentic AI that helps engineers build, modify, and reason about physics-based system models with speed and rigor.

Meet the Dyad Agent—an agentic #AI assistant for model-based #engineering. See how it works with #Dyad models and #simulations to support model creation, refactoring, debugging, and exploration, with validation built in.
juliahub.com/videos/meet-...
#JuliaLang #AgenticAI #ModelBasedEngineering

JuliaC: A New Tool for Building Julia Binaries - Video - JuliaHub Explore JuliaC, a new toolchain for building Julia executables and shared libraries, enabling embedded systems and cross-language integration.

JuliaC introduces a new way to build executables and shared libraries directly from Julia. See how compact binaries make Julia practical for systems and embedded applications.
juliahub.com/videos/julia...
#JuliaLang #JuliaC #SystemsProgramming #EmbeddedSystems #HPC

At AIAA SciTech, JuliaHub demonstrated Dyad’s agentic AI for interacting with complex, physics-based models. From aerospace to fluid mechanics, Dyad sparked conversations on scalable, trustworthy AI-assisted engineering.
juliahub.com/blog/juliahu...
#julialang #JuliaHub #Dyad #SciML #EngineeringAI

Meet the Dyad Agent: An Agentic AI for Model-Based Engineering - Event - JuliaHub Discover the Dyad Agent—an agentic AI for model-based engineering that accelerates model creation, refactoring, and simulation with physics-grounded workflows.

Engineering models are getting more complex—and the tools to work with them must evolve. This webinar explores the #Dyad Agent and how agentic AI helps engineers build, modify, and reason about system models using physics-grounded workflows.
juliahub.com/events/intro...
#JuliaLang #AgenticAI #SciML

Interactive Dashboards with Dyad and Makie.jl - Video - JuliaHub Learn to build interactive dashboards by linking Dyad models with Makie.jl visualisations in this hands-on live webinar.

See how Dyad and Makie.jl turn system models into interactive dashboards. Build dynamic plots, explore parameter sweeps with live UI controls, and move beyond static charts to 3D, physics-based #visualizations.
juliahub.com/videos/inter...
#Dyad #Makie #JuliaLang #DataVisualization #SystemSimulation

Dyad Modeling Live! Agentic AI for Quadcopter Models YouTube video by JuliaHub

See Dyad’s #AI #Modeling Challenge as we build an interactive #quadcopter #simulation. Watch the #drone respond to real-time inputs in a dynamic environment—showcasing agentic modeling and control in practice.
www.youtube.com/live/mXQ391m...

#JuliaLang #AgenticAI #Robotics #ControlSystems

Featured in Machine Design: The Predictive Maintenance Breakthrough Manufacturing Needed - Blog - JuliaHub Insights from our Machine Design article on how physics-informed Scientific Machine Learning enables more reliable predictive maintenance in manufacturing.

Machine Design highlights how Scientific Machine Learning is transforming #predictive #maintenance. By combining physics with data, #SciML delivers scalable, reliable insights—even with limited telemetry. juliahub.com/blog/juliahu...

#Julialang #DigitalTwins #Manufacturing #JuliaHub

Meet the Dyad Agent: An Agentic AI for Model-Based Engineering - Event - JuliaHub Discover the Dyad Agent—an agentic AI for model-based engineering that accelerates model creation, refactoring, and simulation with physics-grounded workflows.

#Engineering models keep getting more complex—and agentic #AI is changing how engineers work with them.

This webinar shows how the Dyad Agent helps build, extend, and reason about system models using AI grounded in real physics.
juliahub.com/events/intro...

#Dyad #AgenticAI #ModelBasedDesign

Announcing Dyad v.2.0.0, Dyad Modeling Live Stream Challenge & more - Blog - JuliaHub The January Newsletter talks about the upcoming Dyad 2.0 release and Dyad's live stream modeling challenge where modelers solve complex engineering challenges with Agentic AI.

The January #JuliaHub #newsletter is here—covering the upcoming Dyad v2.0 release with #agentic #AI, a new Dyad Modeling Live series, #webinars, and highlights from the Julia open-source ecosystem.
juliahub.com/blog/announc...

#JuliaLang #Dyad #AgenticAI #ScientificComputing #OpenSource

Generating a Coffee Cup Thermal Model from a Schematic with Dyad's Agentic AI - Video - JuliaHub See how Dyad’s agentic AI turns a schematic into a full thermal model—identifying components, generating code, and running system simulations automatically.

Dyad’s #agentic #AI turns a single schematic into a full thermal model—identifying components, generating physics-based parameters, calibrating results, and producing clear visualizations.
juliahub.com/videos/gener...

#Dyad #JuliaLang #AgenticAI #SystemSimulation #ScientificComputing

Dyad Live Modeling Challenge: Building a Quadrotor Model with Agentic AI - Blog - JuliaHub Our recent Dyad Modeling challenge live stream featured a hands-on quadrotor modeling and simulation workflow.

We built a quadrotor model step by step using agentic AI—from a 6-DoF controller to drag, motor dynamics, and wind. See how Dyad updates equations, validates models, and visualizes results in real time.
juliahub.com/blog/buildin...
#Dyad #AgenticAI #JuliaLang #SystemSimulation #Robotics

Interactive Dashboards with Dyad and Makie.jl - Event - JuliaHub Learn to build interactive dashboards with Dyad and Makie.jl—run live SciML parameter sweeps, UI-driven simulations, and 3D visualizations.

Build interactive #dashboards with #Dyad and Makie.jl. Learn how to connect system models to dynamic #visualizations, run live parameter sweeps with UI controls, and explore 3D, physics-based views.
juliahub.com/events/inter...

#Dyad #Makie #JuliaLang #ScientificComputing

Meet the Dyad Agent: An Agentic AI for Model-Based Engineering - Event - JuliaHub Discover the Dyad Agent—an agentic AI for model-based engineering that accelerates model creation, refactoring, and simulation with physics-grounded workflows.

Engineering models are getting more complex. The Dyad Agent is an agentic AI that helps engineers build, extend, and reason about system models more efficiently, with workflows grounded in real physics.
juliahub.com/events/intro...
#Dyad #AgenticAI #ModelBasedDesign #JuliaLang #webinar

Fast Export of Functional Mockup Units in Dyad - Video - JuliaHub Learn how Dyad's new JuliaC compilation workflow creates much smaller (~55 MB) and much faster (~2 min) Functional Mockup Units (FMUs). Accelerate your simulation workflow by eliminating large file si...

Dyad now exports smaller, faster Functional Mockup Units by leveraging JuliaC—cutting FMU size and compile time while maintaining full FMI support for system simulation and co-simulation workflows.

juliahub.com/videos/fast-...

#JuliaLang #Dyad #FMU #SystemSimulation

Control Systems Development in Julia - Video - JuliaHub Explore control systems development in Julia using modern system simulation tools—from plant modeling and frequency analysis to state-space design and PID control.

Hands-on control systems in Julia. This session covers plant modeling, frequency analysis, state-space design, and closed-loop PID control—an end-to-end look at modern control engineering workflows.

juliahub.com/videos/contr...
#JuliaLang #ControlSystems #PIDControl

Compilation of Julia Code for Deployment in Model-Based Engineering Workflows - Video - JuliaHub Learn how Julia compiles models to fast binaries for real-time model-based design, embedded systems, and scientific computing—without relying on C code.

Julia and #ModelingToolkit.jl enable direct binary compilation for model-based engineering—no C code required. See real examples, including a state estimator on Raspberry Pi and a Julia-based PID controller built as a shared library.
juliahub.com/videos/compi...
#JuliaLang #EmbeddedSystems

Interactive Dashboards with Dyad and Makie.jl - Event - JuliaHub Learn to build interactive dashboards with Dyad and Makie.jl—run live SciML parameter sweeps, UI-driven simulations, and 3D visualizations.

Join our live webinar on interactive dashboards with Dyad and Makie.jl. Learn how to link models to dynamic visualizations, run live parameter sweeps with UI controls, and explore 3D, physically meaningful views.
juliahub.com/events/inter...

#JuliaLang #Dyad #Makie #ScientificComputing #SciML

Scientific Machine Learning, AI Agents, and Rebuilding the Simulation Stack (with Dr. Viral Shah & Dr. Chris Rackauckas) Spotify video

An episode with Dr. Viral Shah and Dr. Chris Rackauckas on rethinking engineering simulation. They discuss modern solver stacks, SciML, digital twins, and how hybrid physics–ML tools may reshape industrial engineering.

open.spotify.com/episode/16wQ...

#JuliaLang #SciML #ScientificComputing

Fortifying the Citadel: A Community Call to Secure the Julia Ecosystem - Blog - JuliaHub Find out more about the Julia Security Working Group (JLSEC): an official community effort to improve the security tooling of the Julia package ecosystem.

#Security is a shared responsibility. The Julia ecosystem is strengthening its foundations with community-driven advisories and integrations with industry-standard tools—helping ensure Julia is secure, trusted, and production-ready.

juliahub.com/blog/securin...

#JuliaLang #OpenSourceSecurity

JuliaC: A New Tool for Building Julia Binaries - Event - JuliaHub Explore how JuliaC builds compact Julia binaries for embedded systems and real-time deployment, simplifying integration across engineering workflows.

#JuliaC introduces a new way to build executables and shared libraries directly from Julia. In this session, Jeff Bezanson and Kristoffer Carlsson walk through the #compiler interface and show how JuliaC enables compact binaries and cross-language deployment.
juliahub.com/events/build...
#JuliaLang

Dyad Modeling Live! YouTube video by JuliaHub

The Dyad #AI #Modeling Challenge recording is now available. See how a quadcopter model is built from scratch, tested in windy conditions, and tuned for stability using an agentic modeling workflow. A hands-on look at real-time modeling and control.
www.youtube.com/live/toTNss-...

#JuliaLang #Dyad

JuliaC: A New Tool for Building Julia Binaries - Event - JuliaHub Explore how JuliaC builds compact Julia binaries for embedded systems and real-time deployment, simplifying integration across engineering workflows.

Want to see #JuliaC in action? Join Dr. Jeff Bezanson and Kristoffer Carlsson as they show how to build executables and shared libraries directly from Julia, with cross-language integration for real #engineering workflows.
juliahub.com/events/build...
#JuliaLang #EmbeddedSystems #programming #C

Scaling Workflows and Securing the Enterprise: What’s New in JuliaHub 25.10 - Blog - JuliaHub From project batch jobs to custom windows workstation images to SharePoint & OneDrive integration, GitHub enterprise server support and enterprise governance, find out what’s new in JuliaHub 25.10

#JuliaHub 25.10 is live. This release adds Project Batch Jobs, custom Windows workstation images, SharePoint and OneDrive integration, #GitHub Enterprise support, and stronger #governance—built to scale #workflows securely from exploration to production.
juliahub.com/blog/whats-n...
#JuliaLang

Dyad Modeling Live! YouTube video by JuliaHub

We’re live now on the Dyad AI Modeling Challenge—building a quadcopter model, simulating wind conditions, and tuning control logic in real time.
www.youtube.com/live/toTNss-...
#JuliaLang #Dyad #AgenticAI #SystemSimulation #DynamicSystems #ControlSystems #ModelBasedDesign #ScientificComputing

Dyad modeling live YouTube video by JuliaHub

Join us for the #Dyad #AI #Modeling Challenge as we build a quadcopter model, test it in windy conditions, and tune its control algorithm for stability. A great look at real-time #modeling and control.
www.youtube.com/live/toTNss-...

#JuliaLang #Dyad #AgenticAI

Launching the Julia Security Working Group Launching the Julia Security Working Group

The Julia Security Working Group (JLSEC) has launched to strengthen security across the Julia ecosystem, focusing on SBOM tooling, package advisories, and metadata analysis.
www.julialang.org/blog/2025/11...

#JuliaLang #OpenSourceSecurity #SBOM