This Month in Julia World (February 2026) Community Newsletter for February 2026

Julia World newsletter highlights compiler progress, RayMakie, GPU advances, and new ecosystem tools across Julia. julialang.org/blog/2026/03...
#JuliaLang #TechCommunity #ProgrammingLanguages #HPC #ComputerScience

Introduction to Acausal Modeling with Dyad - Event - JuliaHub Learn acausal modeling in Dyad with hands-on examples. Compare with block diagrams and simplify system modeling workflows.

Learn how acausal modelling in #Dyad can simplify physical system development through simple examples and a clearer alternative to block diagrams. juliahub.com/events/intro...
#JuliaLang #AcausalModeling #SystemsEngineering #Modeling #Simulation #Engineering #DigitalEngineering

April 2026 Newsletter: The Big Reveal, cuTile.jl for HPC in Julia and a Webinar Series with Dr. Michael Tiller - Blog - JuliaHub Discover JuliaHub’s latest updates: a major May announcement, cuTile.jl advancements, Dyad AI modeling, webinars, research breakthroughs, and JuliaCon 2026.

The April 2026 #JuliaHub newsletter is here—featuring cuTile.jl for HPC in Julia, a new webinar series with Dr. Michael Tiller, and fresh community updates. juliahub.com/blog/april-2...
#JuliaHub #JuliaLang #Dyad #ScientificComputing #HPC #Engineering #Modeling #Simulation #DeveloperTools #AI

Why maintain separate sizing and simulation models? See how Dyad uses one acausal thermal model as a single source of truth for both steady-state and transient analysis. juliahub.com/blog/one-mod...
#julialang #Dyad #SystemsEngineering #Modeling #Simulation #HVAC #DigitalEngineering

Blog - JuliaHub Read JuliaHub’s blog for the latest on Julia, Dyad, and technical computing. Find tutorials, case studies, and industry insights to accelerate innovation in modeling, simulation, and AI.

cuTile.jl v0.2 makes #GPU programming in Julia more intuitive, with native Julia for loops, better debugging, and stronger performance for #AI and HPC workloads. juliahub.com/blog

#JuliaLang #GPUProgramming #CUDA #HPC #AIInfrastructure #HighPerformanceComputing #DeveloperTools

Explore how to model and analyse steady-state and dynamic systems using Dyad, and see how engineers capture behaviour under changing conditions. //juliahub.com/videos/julia-for-engineers-part-2-modeling-steady-state-and-dynamic-systems
#JuliaLang #Dyad #JuliaForEngineers #Modeling #Engineering

Easy Pharmacometric Modeling using Pumas on JuliaHub - Event - JuliaHub Learn how to build, run and share Pumas PK/PD workflows on JuliaHub in this webinar on cloud-based pharmacometric modelling.

Explore how Pumas and JuliaHub support cloud-based PK/PD workflows, from building and running projects to sharing analyses and visualisations. juliahub.com/events/easy-...

#julialang #PumasAI #JuliaHub #Pharmacometrics #PKPD #DrugDevelopment

Modeling a Satellite Swarm with Dyad YouTube video by JuliaHub

How do you model a growing satellite swarm as complexity rises? See Dyad tackle communication, architecture, and coordinate logic in a live working session. www.youtube.com/live/YHL_zZY...
#julialang #Dyad #AIModelling #Simulation #SpaceTech #SystemsEngineering

See how the Dyad Agent helps engineers turn requirements into system models, debug issues, validate physics, and automate verification in model-based engineering. juliahub.com/blog/meet-th...
#julialang #Dyad #ModelBasedEngineering #SystemsEngineering #ArtificialIntelligence #Simulation

Easy Pharmacometric Modeling using Pumas on JuliaHub - Event - JuliaHub Learn how to build, run and share Pumas PK/PD workflows on JuliaHub in this webinar on cloud-based pharmacometric modelling.

Explore how Pumas and JuliaHub support scalable, collaborative PK/PD workflows in the cloud, from model development to reporting and visualisation. Register now - juliahub.com/events/easy-...

#julialang #PumasAI #JuliaHub #Pharmacometrics #PKPD #DrugDevelopment #webinar

Julia For Engineers - Introduction to Julia and Dyad - Video - JuliaHub Join our Julia for Engineers webinar to explore Julia and Dyad for high-performance modeling, simulation, and technical computing workflows.

Explore Julia and Dyad in this recorded webinar, and see how component-based modelling supports simulation and analysis of complex systems. juliahub.com/videos/julia...
#julialang #Engineering #ScientificComputing #TechnicalComputing #SystemsEngineering #DigitalEngineering

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.

Join this live webinar to learn how Dyad and Makie.jl can power interactive dashboards, live model exploration, and richer 3D visualisations.
juliahub.com/videos/inter...
#julialang #Dyad #Makie #JuliaLang #Modeling #DataVisualization

Explore this recorded Dyad AI Modeling Challenge to see how AI-driven modelling connects electrical systems, thermal behaviour, orbit propagation, communications, and mission analysis. juliahub.com/videos/dyad-...
#julialang #Dyad #AIModelling #Simulation #SpaceTech #SystemsEngineering

Julia for Engineers Part 2: Modeling Steady-State and Dynamic Systems - Event - JuliaHub Learn how to model, simulate, and analyze steady-state and dynamic systems in Dyad, capturing equilibrium and time-dependent behavior.

Explore how to model and analyse steady-state and dynamic systems using Dyad, and see how engineers capture system behaviour under changing conditions. juliahub.com/events/julia...
#JuliaLang #Dyad #JuliaForEngineers #Modeling #DynamicSystems

This month in Julia world - 2026-02 A monthly newsletter, mostly on julia internals, digestible for casual observers. A biased, incomplete, editorialized list of what a clique of us found interesting this month, with contributions from ...

This month in Julia world highlights compiler progress, JETLS, RayMakie, GPU tooling, and new ecosystem releases—a strong snapshot of momentum across the Julia community. discourse.julialang.org/t/this-month...

#JuliaLang #OpenSource #ScientificComputing #DeveloperTools #GPUComputing

What Makes a Good Engineering Model? - Event - JuliaHub Join this webinar to learn the pillars of reliable engineering models: fidelity, sensitivity, efficiency, traceability, and validation with Dyad.

What makes a good #engineering model? Join our #webinar on fidelity, sensitivity, efficiency, and building models you can trust with Dyad. juliahub.com/events/what-...
#julialang #Dyad #EngineeringModeling #SystemsEngineering #Simulation #ModelValidation

March 2026 Newsletter: NVIDIA’s CUDA Tile in Julia & Dyad Live Workshops in Europe - Blog - JuliaHub From the early release of cuTile.jl to hands-on Dyad modeling workshops in Europe, the March edition of our newsletter shares many glimpses from the world of Julia and JuliaHub

March at JuliaHub: cuTile.jl brings NVIDIA’s CUDA Tile to Julia, Dyad 2.2 is here, and live Dyad workshops are coming to Europe. A strong month for modeling and scientific computing. juliahub.com/blog/march-2...
#JuliaHub #JuliaLang #Dyad #ScientificComputing #Simulation

Join us March 18 at 1:00 PM EDT for Julia for Engineers Part 2. Learn how to model and analyze steady-state and dynamic systems in Dyad, and better understand performance under changing conditions. juliahub.com/events/julia...
#JuliaLang #Dyad

Dyad 2.2 is live, with a more unified Systems Engineering Studio: faster startup, clearer AI visibility, stronger solver support, and a more streamlined modeling workflow. juliahub.com/blog/dyad-2....
#JuliaLang #Dyad #SystemsEngineering #Modeling #Simulation

cuTile.jl: Bringing NVIDIA's Tile-Based GPU Programming to Julia - Blog - JuliaHub An early release of cuTile.jl, a Julia package that makes it possible to program CUDA GPUs using a tile-based abstraction by NVIDIA, is now available

cuTile.jl brings NVIDIA’s tile-based GPU programming model to Julia, making high-performance CUDA kernel development simpler, more accessible, and more productive. juliahub.com/blog/cutile....
#JuliaLang #AIInfrastructure #HighPerformanceComputing #GPUComputing #DeveloperTools

Dyad AI Modeling Challenge: Modeling a Satellite Swarm - Event - JuliaHub Join Dyad’s weekly Live Modeling Challenge. This week: modeling a Satellite Swarm from orbital mechanics to thermal systems using Agentic AI.

How do you model a complex system with many moving parts? See how agentic AI connects behavior, communication, motion, and mission goals in one live simulation. juliahub.com/events/dyad-...
#julialang #Dyad #ModelingChallenge #SatelliteSwarm #SpaceTech #AIModelling #Simulation #SystemsEngineering

JuliaHub 26.1: Elevating Enterprise Security and Developer Autonomy - Blog - JuliaHub Find out what's new in JuliaHub 26.1 release, including state-preserving workstation management, surgical observability for distributed workloads, and comprehensive administrative self-service tools.

JuliaHub 26.1 adds workstation hibernation, smarter log filtering, self-service IQOQ reports, and stronger admin controls for secure, scalable computing. juliahub.com/blog/juliahu...
#julialang #JuliaHub #DevTools #CloudComputing #Security #Engineering

Julia for Engineers Part 2: Modeling Steady-State and Dynamic Systems - Event - JuliaHub Learn how to model, simulate, and analyze steady-state and dynamic systems in Dyad, capturing equilibrium and time-dependent behavior.

In this #webinar, Julia for Engineers Part 2, learn how to model and analyze both steady-state and dynamic systems using Dyad, capturing equilibrium and time-dependent behavior in one workflow.
juliahub.com/events/julia...

#JuliaLang #Dyad #Modeling #SystemSimulation

The Two Fundamental Paradigms of System Modeling - Event - JuliaHub Learn the two core system modeling paradigms—causal and acausal—and how Dyad combines both to design physical systems and control architectures.

Causal or acausal? This webinar explores the two key paradigms of system modeling—plant-focused acausal models and control-focused causal models—and how they work together in Dyad.
juliahub.com/events/the-t...

#Dyad #JuliaLang #ModelBasedDesign #ControlSystems

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.

Engineering models are growing more complex. This session introduces the Dyad Agent—an AI assistant for model-based engineering that helps build, modify, and explore physics-based system models more efficiently.
juliahub.com/videos/meet-...

#JuliaLang #Dyad #AgenticAI #Modeling

Julia For Engineers - Introduction to Julia and Dyad - Event - JuliaHub An introductory webinar for engineers covering Julia and Dyad, with practical examples of component-based modeling, simulation, and multi-domain system analysis.

Streamline your engineering modeling workflows with Julia and Dyad. Learn how high-performance computing and component-based modeling come together to build and simulate complex systems.
juliahub.com/events/julia...

#JuliaLang #Dyad #Modeling #Simulation

Dyad Agentic AI for Modeling and Simulation Tutorial YouTube video by JuliaHub

See agentic #AI in action for real modeling workflows. In this Dyad tutorial, we build and analyze an RLC circuit—from natural language prompts to #simulation, plots, animations, and image-to-model generation.
youtu.be/8QoFf6x8qjw?...

#JuliaLang #Dyad #AgenticAI #Modeling

Julia for Engineers Part 2: Modeling Steady-State and Dynamic Systems - Event - JuliaHub Learn how to model, simulate, and analyze steady-state and dynamic systems in Dyad, capturing equilibrium and time-dependent behavior.

Model steady-state and dynamic systems in one framework. In Julia for Engineers Part 2, Dr. Ranjan Anantharaman shows how to build and simulate equilibrium and time-dependent models in Dyad.
juliahub.com/events/julia...
#JuliaLang #Dyad #Modeling #SystemSimulation

From Introducing Project Batch Jobs in Release 25.10 that helps you avoid friction and dependency drift. Learn how JuliaHub grabs your entire environment when you submit your project batch job.

Scaling from local dev to cluster shouldn’t break your workflow. Project Batch Jobs in JuliaHub 25.10 replicate your full Project environment on cluster nodes—dependencies and specs included. Launch in a click and keep outputs organized. juliahub.com/blog/project...
#JuliaLang #JuliaHub #HPC

Dyad AI Modeling Challenge: Modeling a Hybrid EV Powertrain YouTube video by JuliaHub

Join the Dyad Live Modeling Challenge as we model a Hybrid EV powertrain using agentic #AI. Watch components and system dynamics come together in real time—and see how complex models are built step by step.
www.youtube.com/live/qLfV4K2...

#Dyad #AgenticAI #EVTechnology #Powertrain #JuliaLang