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JuliaHub
@juliahub.bsky.social
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A single platform for modeling, simulation, and custom applications. JuliaHub's supercomputing infrastructure powers breakthroughs with multi-threading, parallel, and distributed computing.
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juliahub.bsky.social
The recording of our session on Control Systems Development in Julia is now available. It walks through plant #modeling, frequency analysis, state-space design, and PID control—great for anyone exploring modern control #engineering.
juliahub.com/videos/contr...
#JuliaLang #ControlSystems
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.
juliahub.com
November 26, 2025 at 5:08 PM
juliahub.bsky.social
See how Dyad Model Discovery uses Universal Differential Equations and neural networks to learn missing physics in real systems. This session shows how neural components fit inside physical models to reveal unmodeled dynamics.

juliahub.com/events/lever...

#JuliaLang #Dyad #SciML
Leveraging Neural Networks to Uncover Missing Physics - Event - JuliaHub
Dyad Model Discovery uses neural networks and Universal Differential Equations to uncover missing physics through interpretable, data-driven modeling.
juliahub.com
November 25, 2025 at 6:25 PM
juliahub.bsky.social
See how #Dyad Model Discovery uses Universal Differential Equations to learn missing physics by embedding a neural network inside a component and training it on experimental data. This walkthrough shows how Dyad reveals dynamics you can’t fully model.
juliahub.com/blog/missing...
#JuliaLang #SciML
Uncovering Missing Physics with Dyad Model Discovery - Blog - JuliaHub
A new video walkthrough that shows Dyad's model discovery capabilities to identify and complete missing physics in your engineering models with SciML and UDEs.
juliahub.com
November 21, 2025 at 5:19 PM
juliahub.bsky.social
See how Dyad’s agentic workflows turn flat models into modular hierarchies and add new physics—like spoon interactions—while preserving accuracy in our espresso thermal demo.
youtu.be/0RdA-t9_Voc
#JuliaLang #Dyad #AgenticAI #simulation #AI #Engineering
Dyad Agentic Workflows: Generating Hierarchical Models and Increasing Physical Fidelity
YouTube video by JuliaHub
youtu.be
November 20, 2025 at 3:42 PM
juliahub.bsky.social
The November JuliaHub #Newsletter is out! It features updates from JuliaHub and the wider Julia community, including Dyad’s image-to-model demo, the #Dyad Studio 1.2.0 release, workshops, new tools, and upcoming #webinars.

juliahub.com/blog/novembe...

#JuliaLang #JuliaHub #JuliaCommunity
November 2025 Newsletter: Generating a Coffee Cup Thermal Model with Dyad’s Agentic AI - Blog - JuliaHub
Learn how Dyad’s agentic AI builds a thermal model from a schematic, plus get updates on JuliaHub releases, events, SciML tools, and upcoming Julia webinars.
juliahub.com
November 18, 2025 at 4:46 PM
juliahub.bsky.social
Join Dr. Ranjan Anantharaman next week for a practical session on control systems development in Julia—from plant #modeling to frequency analysis and PID controller design.

juliahub.com/events/contr...
#JuliaLang #ControlSystems #SystemSimulation
Control Systems Development in Julia - Event - JuliaHub
Explore control systems modeling in Julia—from plant simulation to PID controller design—using advanced tools for dynamic system simulation.
juliahub.com
November 14, 2025 at 2:57 PM
juliahub.bsky.social
Tired of rebuilding the same components for every project? Dyad’s standard libraries let you model faster with reusable, declarative #acausal components across electrical, mechanical, thermal, and fluid domains.
juliahub.com/blog/modelin...
#JuliaLang #Dyad #SystemSimulation
Stop Re-Inventing the Wheel: Modeling with Dyad’s Standard Libraries - Blog - JuliaHub
Discover how Dyad’s standard libraries simplify system modeling with ready-to-use, extensible components across electrical, mechanical, thermal, and fluid domains. Build faster, reuse models, and inte...
juliahub.com
November 13, 2025 at 6:33 PM
juliahub.bsky.social
See how Dyad’s #Agentic #AI builds a complete thermal model from just an image. In this demo, it recreates a coffee cup cooling model from a schematic—analyzing components, generating parameters, and calibrating results.
youtu.be/eKLDVCkJC1s?...
#JuliaLang #Dyad #SystemSimulation
Generating a Coffee Cup Thermal Model from a Schematic with Dyad's Agentic AI
YouTube video by JuliaHub
youtu.be
November 12, 2025 at 5:15 PM
juliahub.bsky.social
The Dyad Dispatch: November 2025 is here!
Catch the latest in #modeling & #simulation—webinars, workshops, and product updates like Dyad Studio v1.2.0 and Agentic #AI for Model-Based Engineering.
juliahub.com/blog/dyad-ne...
#JuliaLang #Dyad #SystemSimulation
The Dyad Dispatch: November 2025 - Blog - JuliaHub
The first edition of The Dyad Dispatch. News, views, workshops, and webinars from the world of Dyad.
juliahub.com
November 11, 2025 at 2:51 PM
juliahub.bsky.social
Interpreting Julia code is key to understanding how the language executes and powers its tool ecosystem. Explore how JuliaInterpreter.jl enables Debugger.jl, VSCode, JET.jl, and Revise.jl in this session.

youtu.be/Z56ri7G8nMM?...

#JuliaLang #JuliaProgramming #JuliaInterpreter
Interpreting Julia code | Carlsson | JuliaCon Global 2025
YouTube video by The Julia Programming Language
youtu.be
November 10, 2025 at 7:12 PM
juliahub.bsky.social
Unseen factors can make or break control systems. Learn how Scientific Machine Learning (SciML) in Julia models unknown disturbances—like sunlight’s effect on smart home temperature—to improve prediction and control.
juliahub.com/blog/disturb...
#JuliaLang #SciML #SystemSimulation
Learning the Unseen: Disturbance Modeling with Scientific Machine Learning in Julia - Blog - JuliaHub
We explore how to use Scientific Machine Learning (SciML) to learn how to model a disturbance by combining a physics-based model of a house's temperature with a small, interpretable neural network tha...
juliahub.com
November 10, 2025 at 5:18 PM
juliahub.bsky.social
Join us for a webinar on Control Systems Development in Julia with Dr. Ranjan Anantharaman. Learn how to model, analyze, and design PID controllers for closed-loop systems.

📅 Nov 18, 2025 | 1:00 PM EDT
juliahub.com/events/contr...

#JuliaLang #ControlSystems #ModelBasedDesign
Control Systems Development in Julia - Event - JuliaHub
Explore control systems modeling in Julia—from plant simulation to PID controller design—using advanced tools for dynamic system simulation.
juliahub.com
November 7, 2025 at 3:18 PM
juliahub.bsky.social
Dyad Studio v1.2.0 is here!
Build and #visualize #models with the new Graphical Model Builder and Diagram View, explore the Dyad Components panel, and enjoy smoother compilation output.
juliahub.com/blog/announc...
#JuliaLang #Dyad #SystemSimulation #ModelBasedDesign
Announcing Dyad Studio v1.2.0 - Blog - JuliaHub
Dyad now lets you build models graphically, auto-layout components, switch between text and diagram views, and access improved Julia code generation.
juliahub.com
November 6, 2025 at 4:02 PM
juliahub.bsky.social
What if ODE solvers weren’t just numerical?
Dr. Chris Rackauckas shows how Julia’s symbolic-numeric tricks supercharge stiff ODE/DAE solvers—making them faster & more robust than ever.
Watch here: www.linkedin.com/feed/update/...
#JuliaLang #ModelingToolkit #ScientificComputing
Fast Stiff ODE/DAE Solvers via Symbolic-Numeric Compiler Tricks | Rackauckas | JuliaHub
What if ODE solvers weren’t just numerical black boxes? In this talk, Dr. Chris Rackauckas breaks convention with Julia by integrating symbolic-numeric techniques into stiff ODE/DAE solvers. Discover ...
www.linkedin.com
November 5, 2025 at 5:19 PM
juliahub.bsky.social
Causal modeling defines signal flow, but it gets rigid as systems scale. Acausal modeling focuses on physical relationships—letting equations form automatically. See how Dyad, built on Julia and #SciML, makes system #modeling more scalable and reusable. juliahub.com/blog/causal-...
#JuliaLang #Dyad
Causal vs. Acausal Modeling: Unlocking Flexibility in System Design - Blog - JuliaHub
Explore the shift from causal to acausal modeling and how it improves flexibility, scalability, and simulation performance in complex engineering systems.
juliahub.com
November 5, 2025 at 1:49 PM
juliahub.bsky.social
Accurate refrigerant mass estimation is key to #HVAC efficiency and compliance. Join Mitsubishi Electric + JuliaHub to see how #ModelingToolkit and #SciML enable a #digitaltwin estimator with <2% error using only pressure & temperature data.
juliahub.com/events/mitsu...
#JuliaLang #Simulation #Dyad
Mitsubishi Electric – Building High-Fidelity HVAC Models with Dyad and Scientific Machine Learning - Event - JuliaHub
Learn how Mitsubishi Electric used Dyad and SciML to build a high-fidelity HVAC model that predicts refrigerant mass with less than 2% error.
juliahub.com
November 4, 2025 at 4:39 PM
juliahub.bsky.social
Rigid tools hold engineers back. Learn how #Dyad (built on Julia) supports scalable, reusable model design with acausal #modeling + #simulation—all in one environment.
Watch here:
juliahub.com/videos/rethi...

#JuliaLang #Dyad #SystemModeling
Rethinking Model Design Modern, Reusable, and Built to Scale - Video - JuliaHub
This webinar introduces system modeling using Dyad, a modern, flexible modeling language built on Julia. We’ll show how you can design scalable models—starting with a simple RLC circuit—and simulate t...
juliahub.com
November 3, 2025 at 4:37 PM
juliahub.bsky.social
The latest State of Julia dives into executables, threading, RISC-V, Pkg updates & how #AI is shaping open-source development.
Watch the recap + Q&A:
youtu.be/-60gOIGoD7U?...
#JuliaLang #ScientificComputing #OpenSource #JuliaCon
State of Julia | Hafner, Fischer | JuliaCon Global 2025
YouTube video by The Julia Programming Language
youtu.be
October 30, 2025 at 6:18 PM
juliahub.bsky.social
New to system #modeling or ready to level up? Learn RLC circuits, acausal modeling & PID control with Dyad’s hands-on tutorials.
Start building real models now →
juliahub.com/blog/a-step-...
#JuliaLang #Dyad #SystemSimulation #ModelBasedDesign
Hands-On with Dyad: Learn Acausal Modeling and Advanced Simulation - Blog - JuliaHub
If you are new to Dyad then this series of Dyad tutorials will help you to get started quickly.
juliahub.com
October 29, 2025 at 6:26 PM
juliahub.bsky.social
Refrigerant mass estimation in #HVAC just got easier. Join experts from Mitsubishi Electric & JuliaHub for a #webinar on using #SciML + #ModelingToolkit to build a high-accuracy, non-invasive model using just pressure & temp data. juliahub.com/events/mitsu...
#julialang #DigitalTwin #Dyad
Mitsubishi Electric – Building High-Fidelity HVAC Models with Dyad and Scientific Machine Learning - Event - JuliaHub
Learn how Mitsubishi Electric used Dyad and SciML to build a high-fidelity HVAC model that predicts refrigerant mass with less than 2% error.
juliahub.com
October 28, 2025 at 5:39 PM
juliahub.bsky.social
Got a tough #modeling or Digital Twin challenge? Get a free expert review of your
SciML/controls/deployment problems with Dyad. See how our next-gen platform simplifies everything.
juliahub.com/blog/get-you...
#julialang #DigitalTwin #SciML #Dyad
Get Your Modeling Problems Reviewed by a Dyad Expert At No Cost - Blog - JuliaHub
Interested to learn how Dyad can help your specific modeling and simulation use case? Set up a free review session with our experts and learn how you can make the most of this platform.
juliahub.com
October 27, 2025 at 6:42 PM
juliahub.bsky.social
Scientific Modeling Cheatsheet: SciML has published a quick reference cheatsheet translating hundreds of functions between Julia, Python and MATLAB. Click here for more. sciml.github.io/Scientific_M...
#JuliaLang #SciML #Python #MATLAB #ScientificComputing #DataScience #Cheatsheet #Engineering
October 24, 2025 at 3:10 PM
juliahub.bsky.social
Our October 2025 newsletter is out! Highlights include: Julia 1.12 with ∼1MB binaries, Dyad's new Agentic #AI for physically correct #engineering models, and Dr. Viral Shah at #Simulation World!
Read all the news:
juliahub.com/blog/october...
#JuliaLang #AgenticAI #Dyad #MBSE #ScientificComputing
October 2025 Newsletter - Agentic AI for Model-Based Engineering, Dr Viral Shah at Simulation World, and Julia 1.12 Released - Blog - JuliaHub
Explore October 2025 highlights — from Dyad’s Agentic AI for Model-Based Engineering and Dr. Viral Shah’s insights at Simulation World to the release of Julia 1.12 with major performance upgrades.
juliahub.com
October 23, 2025 at 2:40 PM
juliahub.bsky.social
Stop unpredictable system failure! Learn how to use Kalman filters in Dyad for real-time fault detection and seamless cloud deployment. Join our technical deep-dive:
juliahub.com/events/build...

#Julialang #StateEstimation #KalmanFilter #DigitalTwin #PredictiveMaintenance #Dyad #webinar
Building and Deploying a Predictive Maintenance Solution using Dyad - Event - JuliaHub
Learn how to build and deploy a predictive maintenance solution for a water treatment plant using a digital twin built with Dyad and JuliaHub.
juliahub.com
October 22, 2025 at 4:17 PM
juliahub.bsky.social
Build complex engineering models in minutes, not days! Our new demo shows how Dyad's Agentic AI builds a complete, ready-to-deploy friction brake model (thermal, mechanical, vehicle integration) using just natural language.
youtu.be/hIkbUBqi6sI?...
#julialan#AgenticAI #Dyad #Engineering #Simulation
Agentic modeling of a friction brake with Dyad, LLMs for Model-Based Systems Engineering
YouTube video by JuliaHub
youtu.be
October 21, 2025 at 5:42 PM