JuliaHub
@juliahub.bsky.social
A single platform for modeling, simulation, and custom applications. JuliaHub's supercomputing infrastructure powers breakthroughs with multi-threading, parallel, and distributed computing.
📰 The JuliaHub Newsletter: September 2026 📈 Julia climbs to #21 on the TIOBE Index, closing in on the top 20 and much more. juliahub.com/blog/septemb...
September 2026 Newsletter: TIOBE Momentum, MIT News, and Dyad 3.4 - Blog | JuliaHub
Julia approaches top 20 in the September TIOBE Index while MIT News explore JuliaHub's evolution from an MIT research project to a global platform and a cool new launch with Dyad 3.4
juliahub.com
Julia 1.13 is here—faster startup, faster precompilation, and a better developer experience. See what’s new: julialang.org/blog/2026/09...
Julia 1.13 Highlights
Highlights of the Julia 1.13 release.
julialang.org
JuliaHub 26.4 is here 🎉 This release brings better collaboration with project history, branching, and peer reviews; smoother deployments with dedicated deployment workflows; and stronger security with custom API controls and a global CVE view. juliahub.com/blog/juliahu...
JuliaHub 26.4: Better Collaboration, Tighter Security, and Smoother Deployments - Blog | JuliaHub
Explore JuliaHub 26.4, featuring improved collaboration with project history, branching and peer reviews, enhanced security controls, smoother deployments, and zero-downtime updates.
juliahub.com
Pluto notebooks are coming to VS Code. And bringing AI agents with them. Join Panagiotis Georgakopoulos for a live webinar demonstrating the Advanced Pluto extension and discover how you can: Register now: juliahub.com/events/pluto... #JuliaLang #Plutojl #VSCode
Pluto in VS Code - Notebooks Meet AI Agents - Event | JuliaHub
Explore Pluto notebooks in VS Code with AI agents, Julia tooling, and interactive workflows for modeling, simulation, and analysis.
juliahub.com
Julia is closing in on the TIOBE Top 20 again 🚀 Picking up ground in the scientific computing space it's always excelled in, exactly where Dyad brings Julia's speed + SciML power to model-based engineering. #julialang #dyad #physicalai www.techrepublic.com/article/news...
TIOBE Index September 2026: Julia Nears Top 20
September 2026 TIOBE Index keeps the top 10 unchanged, as Python falls below 18%, C++ widens its lead over Java, and Julia nears the top 20.
techrepublic.com
Join @Panagiotis Georgakopoulos for our upcoming webinar, “Pluto in VS Code: Notebooks Meet AI Agents,” to see how the Advanced Pluto extension brings reactive notebooks, a rich Julia terminal, and AI-assisted workflows together in one editor. Register: juliahub.com/events/pluto... #JuliaLang
Pluto in VS Code - Notebooks Meet AI Agents - Event | JuliaHub
Explore Pluto notebooks in VS Code with AI agents, Julia tooling, and interactive workflows for modeling, simulation, and analysis.
juliahub.com
Julia began at MIT with a bold goal: make scientific programming easy to use and fast. Today, it has 1M+ users worldwide. Zach Winn explores its evolution from an @csail.mit.edu research project into a global language: news.mit.edu/2026/how-mit...
How an MIT research project became a global programming language
Julia, the programming language that originated as a research project at MIT, has gained a loyal following among scientists, engineers, mathematicians, and others. The free and open-source language co...
news.mit.edu
Learn how to connect multibody modeling, control design, code generation, and hardware deployment—demonstrated with a 3D Quanser Pendulum workflow. juliahub.com/events/multi... #julialang #MultibodyDynamics #ModelingAndSimulation #ControlSystems #Modelica
Multibody Dynamics and AI-Driven Modeling - Event | JuliaHub
Explore 3D multibody dynamics, URDF-based modeling, Modelica MultiBody workflows, and AI-assisted engineering for complex mechanical and control systems.
juliahub.com
How do reusable, physically consistent multi-domain models work? Explore acausal modeling, connectors, conservation laws, and component-based system design. juliahub.com/videos/multi... #AcausalModeling #ModelingAndSimulation #SystemsEngineering #MultidomainModeling #PhysicalModeling #Modelica
Multi Domain System Modeling - Video | JuliaHub
Learn the foundations of acausal, multi-domain physical modeling, from connector design and conservation laws to reusable system components.
juliahub.com
What if the controller you test in simulation is the same controller you run on real hardware? We took a rotary pendulum from a Dyad model to a Raspberry Pi using automatic C code generation—then watched it swing itself upright in real time. Find out more: juliahub.com/blog/deployi...
Deploying a Rotary Pendulum Controller with Automatic Code Generation - Blog | JuliaHub
Deploy a rotary pendulum controller from simulation to real hardware using Dyad, automatic C code generation, and a Raspberry Pi—without manual reimplementation.
juliahub.com
What’s new at JuliaHub this August? 🚀 We’re testing frontier AI models on real physical modeling challenges, taking Dyad into 3D multibody mechanics, exploring agentic engineering workflows, and showing how AI can build and validate complex simulation models. juliahub.com/blog/august-...
August 2026 Newsletter: GPT-5.6 vs Claude Fable 5 for Physical AI - Blog | JuliaHub
Explore Physical AI benchmarks, Dyad 3.3, JuliaCon 2026, and the latest JuliaHub news, research, engineering insights, and upcoming events.
juliahub.com
See how SciML combines physics and neural networks to capture missing physics, with vehicle ride and NVH case studies—and how the Dyad Agent accelerates the workflow. juliahub.com/white-papers... #julialang #ScientificMachineLearning #SciML #PhysicsInformedAI #DigitalTwin #EngineeringAI
At #JuliaCon2026, see how DyadAgent turns natural-language ideas into physical models that can be built, simulated, debugged and validated. pretalx.com/juliacon-202... #JuliaLang #SciML #EngineeringAI #ModelingAndSimulation
One model, two analyses. See how a single acausal Dyad model supports HVAC sizing and 24-hour transient simulation without duplicating equations, parameters, or workflows. juliahub.com/blog/one-mod... #julialang #ModelingAndSimulation #DigitalEngineering #AcausalModeling #HVACEngineering
How do you uncover the physics your simulation is missing? See how Scientific Machine Learning combines vehicle test data with physical models to improve fidelity without creating a black box. juliahub.com/events/disco... #julialang #ScientificMachineLearning #SciML #Automotive #EngineeringAI
Can an #AI agent turn dense #engineering specifications into a validated #simulation model? See the Dyad Agent build and verify a NASA HL-20 model against published reference data juliahub.com/events/auton... #julialang #EngineeringAI #AgenticAI #AerospaceEngineering #PhysicalAI #SystemsEngineering
Autonomous HL‑20 Model Creation: From Specification to Simulation - Event | JuliaHub
See how the Dyad Agent turns NASA HL-20 specs into a validated simulation model, using compiler-verified AI for autonomous aerospace modeling.
juliahub.com
See how a purpose-built engineering agent supports model creation, post-processing, analyses, and testing while reducing complexity across the simulation workflow. juliahub.com/videos/intro... #julialang #EngineeringAI #AgenticAI #ModelingAndSimulation #SciML #DigitalEngineering #Dyad
Introduction to Agent Assisted Engineering Workflows - Video | JuliaHub
Explore how the Dyad agent supports modelling, simulation, analysis, and testing workflows through live demos and engineering best practices.
juliahub.com
Write once. Run across #CPUs and #GPUs from different vendors. See how JACC.jl enables portable parallel Julia code from one codebase in a live ORNL #webinar. juliahub.com/videos/build... #julialang #HPC #GPUComputing
Build Portable CPU/GPU Code in Julia with Minimal Effort - Video | JuliaHub
Build portable CPU/GPU code in Julia with JACC.jl. Learn vendor-neutral parallel computing from a single codebase for modern HPC workflows.
juliahub.com
Finding the right operating setpoint is rarely simple. See how agentic simulation uses natural language and parameter sweeps to reveal trade-offs in a real process model. juliahub.com/videos/agent... #Julialang #AgenticAI #ModelingAndSimulation #EngineeringAI
Agentic Simulation of the Activated Sludge Process: From Model to Operating Insight - Video | JuliaHub
See how the Dyad Agent uses natural language to simulate activated sludge models, optimise aeration, and balance energy use with effluent quality.
juliahub.com
JuliaHub is heading to JuliaCon Global 2026 in Mainz, August 10–15, with workshops and talks on SciML, engineering AI, modeling, compilers, security, and developer tools. juliahub.com/blog/juliahu... #JuliaCon2026 #JuliaLang #JuliaHub #ScientificMachineLearning #EngineeringAI #ModelingAndSimulation
JuliaHub at JuliaCon Global 2026 - Blog | JuliaHub
Learn more about the impressive lineup of speakers and experts from JuliaHub at JuliaCon 2026.
juliahub.com
Explore how AI-assisted engineering can turn complex specifications into validated simulation models with physical checks and reference-data validation. juliahub.com/events/auton... #julialang #ModelingAndSimulation #AerospaceEngineering #AgenticAI #SystemsEngineering #EngineeringAI
Autonomous HL‑20 Model Creation: From Specification to Simulation - Event | JuliaHub
See how the Dyad Agent turns NASA HL-20 specs into a validated simulation model, using compiler-verified AI for autonomous aerospace modeling.
juliahub.com
GPT-5.6 or Claude Fable 5: which performs best for Physical AI? Explore a benchmark focused on engineering and physics-based modeling tasks. juliahub.com/blog/frontie... #julialang #PhysicalAI #AgenticAI #ModelingAndSimulation #EngineeringAI #ScientificComputing
GPT-5.6 vs Claude Fable 5 for Physical AI, which performs best? - Blog | JuliaHub
We tested the latest frontier models in the Dyad agent on five modeling and simulation problems, comparing accuracy, cost, time, and work style.
juliahub.com
Explore how tradespace exploration helps engineers use model changes, parameter sweeps, and simulation to make better operating decisions. juliahub.com/blog/tradesp... #julialang #TradespaceExploration #ModelingAndSimulation #ProcessEngineering #AgenticAI #SystemsEngineering
Tradespace Exploration with the Dyad Agent - Blog - JuliaHub
See how the Dyad Agent uses natural language to extend an activated sludge model, run parameter sweeps, and explore the tradeoff between effluent COD and aeration energy.
juliahub.com
Explore how agentic simulation helps engineers test tradeoffs, run parameter sweeps, and move faster from model changes to operating insight. juliahub.com/events/agent... #julialang #ModelingAndSimulation #ProcessEngineering #WastewaterTreatment #AgenticAI #SystemsEngineering
The latest #JuliaHub newsletter is here—featuring Dyad 3.2, JuliaCon 2026, CAE + SciML insights, and updates from across the Julia ecosystem. juliahub.com/blog/july-20... #JuliaHub #JuliaLang #Dyad #ScientificComputing #ModelingAndSimulation
July 2026 Newsletter: Dyad 3.2 With More LLMs and Better Visualization - Blog - JuliaHub
Find out more about Dyad 3.2, our upcoming conferences and discovering missing physics with the Dyad agent and SciML.
juliahub.com
More LLM choice and clearer diagrams: Dyad 3.2 makes larger models easier to build, read, and maintain with a smoother modeling experience. juliahub.com/blog/dyad-3.... #julialang #Dyad #AgenticAI #ModelingAndSimulation #SystemsEngineering #EngineeringSoftware
Dyad 3.2: More LLMs, Clearer Diagrams - Blog - JuliaHub
Advance your simulation and modeling with Dyad 3.2. Design multi-model AI agents (GPT-5 & Claude) using enhanced visual canvas tools.
juliahub.com
Explore this recorded webinar to see how cuTile.jl brings NVIDIA’s CUDA Tile model to Julia for AI, linear algebra, and HPC workloads. juliahub.com/videos/cutil... #JuliaLang #GPUProgramming #CUDA #HPC #ScientificComputing
cuTile.jl for High-Performance Computing in Julia - Video - JuliaHub
Explore cuTile.jl in Julia to write high-performance GPU kernels for AI, linear algebra, and HPC using NVIDIA’s CUDA Tile model
juliahub.com
Explore Dyad’s upcoming Planar Mechanics library through pendulums, planar vehicles, and self-balancing robots with advanced control strategies. juliahub.com/videos/insid... #MechanicalEngineering #ControlSystems #ModelingAndSimulation #Robotics #SystemsEngineering
Inside Dyad’s Planar Mechanics: From Pendulums to Self-Balancing Robotics - Video - JuliaHub
Discover how Dyad powers software-defined machines with faster simulations, living digital twins, and AI-driven engineering workflows.
juliahub.com
Explore this recorded #webinar to see how symbolic manipulation helps engineers solve DAEs from acausal models and speed up #simulation. juliahub.com/events/intro... #julialang #AcausalModeling #SymbolicComputation #ModelingAndSimulation #SystemsEngineering #ScientificComputing
Introduction to Symbolic Manipulation with Dyad - Event - JuliaHub
Learn how Dyad uses symbolic manipulation to solve DAEs, speed up simulations, and build hierarchical system models with greater accuracy.
juliahub.com
Explore why acausal modelling gives engineers a single source of truth and a more flexible way to build, reuse, and adapt physical system models. juliahub.com/blog/rethink... #julialang #AcausalModeling #ModelingAndSimulation #SystemsEngineering #DigitalEngineering #Dyad
Rethinking Physical Modeling: Moving Beyond Blocks and Math - Blog - JuliaHub
This blog examines how the traditional way we model physical systems is inadequate, how acausal modeling changes the game, and why the Dyad platform represents the future of engineering design.
juliahub.com