#ModelingToolkit
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jdc.pub
As part of my transition from space systems to research software, I considered astronomy and applied to PhD programs. To explore the idea more, I ported galactic potentials from Python (Galpy and Gala) to Julia. I’m happily an RSE now, but I still plan to continue this work and model the Milky Way!
November 1, 2024 at 4:04 AM
michielstock.bsky.social
Small blog post on how to automate model building for mechanical systems using ModelingToolkit. #julialang

michielstock.github.io/posts/2025/p...
June 18, 2025 at 7:21 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
chrisrackauckas.bsky.social
New paper on fitting #neuroscience models to neuroimaging and electrophysiological data! We show that the previous techniques within the field (Spectral DCM) can be greatly improved using automatic differentiation, #julialang #sciml, ModelingToolkit, and more.
July 25, 2025 at 11:33 AM
juliahub.bsky.social
See how Julia + ModelingToolkit.jl streamline engineering workflows. Build, analyze & simulate complex systems faster with symbolic + component-based modeling. Watch here: youtu.be/jkHponz0Jok?...

#JuliaLang #ModelingToolkit #Simulation #Engineering
Julia for Engineers Part 1 Intro to Julia and ModelingToolkit
YouTube video by JuliaHub
youtu.be
August 27, 2025 at 4:05 PM
chrisrackauckas.bsky.social
New blog post: Machine learning with hard constraints: Neural Differential-Algebraic Equations (DAEs) as a general formalism.

www.stochasticlifestyle.com/machine-lear...

#sciml #ai4science #hardconstraints #neuralnetworks #dae #acausal #modelingtoolkit #julialang #modelica
Machine learning with hard constraints: Neural Differential-Algebraic Equations (DAEs) as a general formalism - Stochastic Lifestyle
We recently released a new manuscript Semi-Explicit Neural DAEs: Learning Long-Horizon Dynamical Systems with Algebraic Constraints where we showed a way to develop neural networks where any arbitrary...
www.stochasticlifestyle.com
June 3, 2025 at 7:00 PM
imagingneurosci.bsky.social
New paper in Imaging Neuroscience by David Hofmann, Helmut H. Strey et al.:

Increasing spectral DCM flexibility and speed by leveraging Julia’s ModelingToolkit and automated differentiation

doi.org/10.1162/IMAG...
July 24, 2025 at 11:48 PM
juliahub.bsky.social
The package now includes MTKParameters for optimization, improved initialization, dynamic optimization, and new polynomial solvers. It's a major boost for modeling and simulation.
juliahub.com/blog/what-s-...
#JuliaLang #SciML #ModelingToolkit #Engineering #NumericalMethods #ScientificComputing
What's New With ModelingToolkit - Blog - JuliaHub
This is a short preview of Aayush Sabharwal's JuliaCon 2025 talk that explored the growth of ModelingToolkit over the past couple of years.
juliahub.com
September 23, 2025 at 4:29 PM
juliahub.bsky.social
JuliaCon 2025 is almost here—JuliaHub is ready! We're a Diamond Sponsor with 50+ attendees, 40 speakers, and 50+ sessions covering Dyad, #SciML, and more. See you in Pittsburgh! juliahub.com/blog/juliahu...
#JuliaLang #JuliaCon2025 #OpenSource #ModelBasedDesign #Simulation #Dyad #ModelingToolkit
JuliaHub at JuliaCon 2025
JuliaCon 2025 is set to be the biggest yet, and JuliaHub is excited to take part. Join us July 22–26 in Pittsburgh, Pennsylvania.
juliahub.com
July 15, 2025 at 4:00 PM
juliahub.bsky.social
Struggling to model steady-state & dynamic systems? Our new video shows how engineers use Julia and ModelingToolkit to build a hydraulic actuator model.
Learn a unified workflow to capture both behaviors efficiently.
juliahub.com/company/reso...
#JuliaLang #ModelingToolkit #OpenSource #SciML
Julia for Engineers: Modeling Steady-State and Dynamic Systems with Dyad
Learn how to model and simulate hydraulic actuators in Julia using ModelingToolkit.jl—covering steady-state and dynamic system behavior in one session.
juliahub.com
September 9, 2025 at 4:21 PM
michielstock.bsky.social
Proud to present Bram's first paper: in PlantModules.jl, we present a ModelingToolkit-based framework for plant water relations as a part of functional-structural plant modelling 🪴💧
July 7, 2026 at 4:38 PM
juliahub.bsky.social
Explore hierarchical, component-based modeling with ModelingToolkit.jl! Dive into reusable, high-fidelity models & simplify complex systems for efficient #simulation and #optimization. Learn more: youtu.be/OMn9FeVM8NA #JuliaLang #SciML #Numerical #Modeling #ModelingToolkit #juliacon
Hierarchical Component-Based Modeling with ModelingToolkit.jl | Rackauckas, Tiller | JuliaCon 2024
YouTube video by The Julia Programming Language
youtu.be
January 6, 2025 at 8:57 PM
juliahub.bsky.social
Explore sensor fusion with Julia! In this tutorial by Fredrik Bagge Carlson, learn how to integrate measurements from sensors with varying sample rates for accurate, bias-free system estimates. See how #ModelingToolkit and #JuliaSim power this process. youtu.be/BLsJrW5XXcg?... #JuliaLang
System identification with Julia: 13 Sensor fusion
YouTube video by JuliaHub
youtu.be
December 18, 2024 at 7:30 PM
juliahub.bsky.social
Component-based modeling isn't just for proprietary tools anymore. #ModelingToolkit brings open source, composable #modeling to scientific computing. Learn how it powers scalable, high-fidelity digital twins from domain-specific components. www.stochasticlifestyle.com/open-source-... #JuliaLang
Open Source Component-Based Modeling with ModelingToolkit - Stochastic Lifestyle
Component-based modeling systems such as Simulink and Dymola allow for building scientific models in a way that can be composed. For example, Bob can build a model of an engine, and Alice can build a ...
www.stochasticlifestyle.com
June 5, 2025 at 6:28 PM
juliahub.bsky.social
Unlock faster, more accurate engineering workflows. See how Julia & ModelingToolkit.jl enable symbolic, component-based modeling to build, analyze & simulate complex systems. juliahub.com/company/reso...
#JuliaLang #ModelingToolkit #ModelBasedDesign #Simulation #DigitalEngineering
Julia for Engineers Part 1: Intro to Julia and ModelingToolkit.jl
Join us for the first session of the Julia for Engineers series, where we introduce Julia, a high-performance programming language designed for technical computing.
juliahub.com
August 5, 2025 at 5:13 PM
chrisrackauckas.bsky.social
Reminder, webinar discussing what's new in ModelingToolkit v9 in 5 minutes! Sign up here: juliahub.com/company/reso...
Advancements in Acausal Modeling with ModelingToolkit v9
Discover the latest in acausal modeling with Julia's ModelingToolkit v9. Join Dr. Chris Rackauckas for a live demo. Accelerate your research with JuliaHub!
juliahub.com
May 8, 2024 at 4:54 PM
juliahub.bsky.social
Engineers and researchers: Join our live workshop on July 30 to explore symbolic + component-based #modeling with Julia and ModelingToolkit.jl. Learn to build, #simulate & analyze complex systems.
Register now → juliahub.com/company/reso...
#JuliaLang #ModelingToolkit #Simulation #EngineeringTools
Julia for Engineers Part 1: Intro to Julia and ModelingToolkit.jl
Join us for the first session of the Julia for Engineers series, where we introduce Julia, a high-performance programming language designed for technical computing.
juliahub.com
July 22, 2025 at 3:28 PM
zerker.bsky.social
Fucking A I love it when software tools deliver on their promises. ModelingToolkit has a complex equation solver built in, so I don't have to actually reduce this thermodynamic model down by hand to solve for dT/dt - I can just give it the equations, and it will figure it out. And it does!
May 18, 2025 at 5:16 AM
juliahub.bsky.social
Improved #HVAC #diagnostics with JuliaSim! Discover how MERL uses #ModelingToolkit and JuliaSim to estimate refrigerant mass with <2% error, boosting efficiency & sustainability. juliahub.com/case-studies...
#julialang #JuliaSim #ScientificComputing #Innovation #simulation #Modeling
Improved HVAC Diagnostics - JuliaSim Case Study
Learn how JuliaSim's first principles HVAC modeling & scientific machine learning techniques enhanced diagnostic capabilities for vapor-compression cycles.
juliahub.com
December 4, 2024 at 3:06 PM
juliahub.bsky.social
We've released Dyad Studio v1.0.0! Our first stable release adds AI integration, submodule support, and syntax improvements. It's powered by the updated Julia ecosystem and ModelingToolkit v10.
juliahub.com/blog/announc...
#JuliaLang #Dyad #SoftwareEngineering #SystemModeling #AI
Announcing Dyad Studio v1.0.0 - Blog - JuliaHub
We are proud to announce our latest release of Dyad Studio, v1.0.0! This is the first stable release of the Dyad language.
juliahub.com
September 25, 2025 at 3:30 PM
juliahub.bsky.social
Only 2 days left!
Join us for Part 1 of Julia for Engineers—a live session on #modeling & #simulation with Julia + ModelingToolkit.jl.
📅 July 30 | 1PM ET
🔗 Register now: juliahub.com/company/reso...
#JuliaLang #ModelingToolkit #Engineering #Simulation #Webinar
Julia for Engineers Part 1: Intro to Julia and ModelingToolkit.jl
Join us for the first session of the Julia for Engineers series, where we introduce Julia, a high-performance programming language designed for technical computing.
juliahub.com
July 28, 2025 at 4:20 PM
juliahub.bsky.social
ModelingToolkit.jl enables scalable, component-based modeling for high-fidelity digital twins. Learn how this open-source framework supports reusable, composable scientific models. www.stochasticlifestyle.com/open-source-...
#JuliaLang #Modeling #Simulation #DigitalTwins #OpenSource
Open Source Component-Based Modeling with ModelingToolkit - Stochastic Lifestyle
Component-based modeling systems such as Simulink and Dymola allow for building scientific models in a way that can be composed. For example, Bob can build a model of an engine, and Alice can build a ...
www.stochasticlifestyle.com
July 1, 2025 at 5:33 PM
juliahub.bsky.social
Live webinar Aug 27, 1 PM ET — See how Julia + ModelingToolkit.jl make steady-state & dynamic system modeling faster, easier, smarter.

Register here - juliahub.com/company/reso...

#JuliaLang #ModelingToolkit #Simulation #Engineering
From Equations to Simulation: Modeling Actuators in Julia
Learn how to model and simulate hydraulic actuators in Julia using ModelingToolkit.jl—covering steady-state and dynamic system behavior in one session.
juliahub.com
August 15, 2025 at 12:03 PM
dryohanjohn.bsky.social
I used Julia for a while... I really like it. Couldn't really figure out how to vectorize the modelingtoolkit stuff, but it was still a lot of fun to learn it.

Documentation for this is a little thin though. I don't see how to specify my own equations. Just skimmed though.
November 25, 2024 at 3:39 AM
juliahub.bsky.social
A massive new JuliaHub update is here! Focus on reproducibility, flexibility, and control. Introducing #TimeCapsule (immutable job reproduction), #StaticCode Analysis, and automatic Git LFS for large files. Log in to explore the full update! juliahub.com/blog/power-p...
#JuliaLang #ModelingToolkit
Power, Precision, and Performance: Recent Updates to JuliaHub Copy - Blog - JuliaHub
Discover the latest JuliaHub updates: reproducible jobs, static code analysis, large file handling, flexible environments, and enhanced admin controls.
juliahub.com
October 6, 2025 at 4:33 PM