Scientific Modeling Cheatsheet – MATLAB – Python – Julia Quick Reference
Julia is a high-level, high-performance dynamic programming language for technical computing, with syntax that is familiar to users of other technical computing environments.Julia_Modeling_Workshop: High-Performance Scientific Modeling with Julia and SciML
Julia is a high-level, high-performance dynamic programming language for technical computing, with syntax that is familiar to users of other technical computing environments.SciML in Fluid Dynamics (CFD): Surrogates of Weather Models | JuliaCon 2025 | Rackauckas, Abdelrehim
Julia is a high-level, high-performance dynamic programming language for technical computing, with syntax that is familiar to users of other technical computing environments.Mixed Precision Linear Solvers and Enhanced BLAS Integration in LinearSolve.jl
Julia is a high-level, high-performance dynamic programming language for technical computing, with syntax that is familiar to users of other technical computing environments.LinearSolve.jl Autotuning: Community-Driven Algorithm Selection for Optimal Performance
Julia is a high-level, high-performance dynamic programming language for technical computing, with syntax that is familiar to users of other technical computing environments.SciML Small Grants Program: One Year of Success and Community Growth
Julia is a high-level, high-performance dynamic programming language for technical computing, with syntax that is familiar to users of other technical computing environments.The Strategic Connection Between JuliaHub, Dyad and the Julia Open Source Community
Julia is a high-level, high-performance dynamic programming language for technical computing, with syntax that is familiar to users of other technical computing environments.Julia Dispatch Podcast: March 2025 Newsletter Deep Dive with Chris Rackauckas & Stefan Krastanov
Julia is a high-level, high-performance dynamic programming language for technical computing, with syntax that is familiar to users of other technical computing environments.Getting Started with Dyad Studio: A New Tool for Physical Modeling and Simulation
Julia is a high-level, high-performance dynamic programming language for technical computing, with syntax that is familiar to users of other technical computing environments.Julia Boundary Value Problem (BVP) Solvers vs Python and MATLAB on dehumidifier modeling

Julia is a high-level, high-performance dynamic programming language for technical computing, with syntax that is familiar to users of other technical computing environments.
[ANN] Dyad: A New Language to Make Hardware Engineering as Fast as Software - Package Announcements
Julia is a high-level, high-performance dynamic programming language for technical computing, with syntax that is familiar to users of other technical computing environments.[R] Machine learning with hard constraints: Neural Differential-Algebraic Equations (DAEs) as a general formalism
Beginners -> /r/mlquestions or /r/learnmachinelearning , AGI -> /r/singularity, career advices -> /r/cscareerquestions, datasets -> r/datasetsMachine learning with hard constraints: Neural Differential-Algebraic Equations (DAEs) as a general formalism
Julia is a high-level, high-performance dynamic programming language for technical computing, with syntax that is familiar to users of other technical computing environments.[D] How chaotic is chaos? How some AI for Science / SciML papers are overstating accuracy claims
Beginners -> /r/mlquestions or /r/learnmachinelearning , AGI -> /r/singularity, career advices -> /r/cscareerquestions, datasets -> r/datasetsNew SciML Small Grants Project: Create Wrapper Functions to SymPy for Symbolics.jl ($300)

Julia is a high-level, high-performance dynamic programming language for technical computing, with syntax that is familiar to users of other technical computing environments.