Submissions from stochasticlifestyle.com

		Why Julia's GPU Accelerated Ode Solvers Are 20x-100x Faster Than Jax and PyTorch (stochasticlifestyle.com)
		19 points by leephillips 10 days ago \| past \| discuss
		ChatGPT Performs Better on Julia Than Python for LLM Code Generation. Why? (stochasticlifestyle.com)
		1 point by thetwentyone 29 days ago \| past
		What Agentic AI "Vibe Coding" in the Hands of Actual Programmers / Engineers (stochasticlifestyle.com)
		2 points by xeonmc 3 months ago \| past
		Why Julia's GPU Accelerated Ode Solvers Are 20x-100x Faster Than Jax and PyTorch (stochasticlifestyle.com)
		5 points by leephillips 5 months ago \| past \| 1 comment
		Automatic differentiation can be incorrect (stochasticlifestyle.com)
		74 points by abetusk 8 months ago \| past \| 51 comments
		Implicit ODE solvers are not universally more robust than explicit ODE solvers (stochasticlifestyle.com)
		114 points by cbolton 8 months ago \| past \| 40 comments
		Why No Ode Solver Is Best (stochasticlifestyle.com)
		2 points by ChrisRackauckas 9 months ago \| past
		A guide to Gen AI / LLM vibecoding for expert programmers (stochasticlifestyle.com)
		128 points by ChrisRackauckas 9 months ago \| past \| 117 comments
		Machine learning with hard constraints: Neural Differential-Algebraic Equations (stochasticlifestyle.com)
		2 points by ChrisRackauckas on June 8, 2025 \| past
		How Chaotic Is Chaos? (stochasticlifestyle.com)
		3 points by leephillips on May 27, 2025 \| past
		How chaotic is chaos? How some AI for Science / SciML overstates accuracy claims (stochasticlifestyle.com)
		4 points by ChrisRackauckas on May 26, 2025 \| past
		Semantic Versioning (Semver) is flawed (stochasticlifestyle.com)
		1 point by leephillips on Feb 19, 2024 \| past
		Semantic Versioning (Semver) is flawed, and Downgrade CI is required to fix it (stochasticlifestyle.com)
		4 points by ChrisRackauckas on Feb 11, 2024 \| past \| 1 comment
		ChatGPT Performs Better on Julia Than Python for LLM Code Generation. Why? (stochasticlifestyle.com)
		5 points by UncleOxidant on Nov 21, 2023 \| past
		ChatGPT performs better on Julia than Python (and R) for LLM Code Generation (stochasticlifestyle.com)
		5 points by leephillips on Nov 20, 2023 \| past
		ChatGPT performs better on Julia than Python (and R) for LLM Code Generation (stochasticlifestyle.com)
		4 points by pella on Nov 19, 2023 \| past
		Automatic Differentiation of Solvers vs. Analytical Adjoints: Which Is Better? (stochasticlifestyle.com)
		2 points by ChrisRackauckas on Oct 11, 2022 \| past
		Is Differentiable Programming Necessary? (stochasticlifestyle.com)
		3 points by ChrisRackauckas on Oct 4, 2022 \| past
		Julia Gotchas and How to Handle Them (2016) (stochasticlifestyle.com)
		1 point by Tomte on Aug 11, 2022 \| past
		Composing Modeling and Simulation with Julia (2021 Modelica Conference) (stochasticlifestyle.com)
		4 points by leephillips on April 30, 2022 \| past
		Julia Gotchas and How to Handle Them (2016) (stochasticlifestyle.com)
		2 points by Tomte on Jan 14, 2022 \| past
		Trade-Offs in Automatic Differentiation: TensorFlow, PyTorch, Jax, and Julia (stochasticlifestyle.com)
		234 points by ChrisRackauckas on Dec 25, 2021 \| past \| 73 comments
		Type-Dispatch Design: Post Object-Oriented Programming for Julia (2017) (stochasticlifestyle.com)
		5 points by snicker7 on Sept 4, 2021 \| past
		ModelingToolkit, Modelica, and Modia: The Composable Modeling Future in Julia (stochasticlifestyle.com)
		66 points by mindB on Aug 8, 2021 \| past \| 10 comments
		Useful algorithms that are not optimized by Jax, PyTorch, or TensorFlow (stochasticlifestyle.com)
		214 points by ChrisRackauckas on July 21, 2021 \| past \| 28 comments
		Julia Gotchas and How to Handle Them (2016) (stochasticlifestyle.com)
		6 points by Tomte on May 4, 2021 \| past
		ModelingToolkit, Modelica, and Modia: The Composable Modeling Future in Julia (stochasticlifestyle.com)
		6 points by ChrisRackauckas on April 19, 2021 \| past
		Generalizing Automatic Differentiation: Uncertainty, Stability, and Parallelism (stochasticlifestyle.com)
		1 point by ChrisRackauckas on March 10, 2021 \| past
		JuliaCall Update: Automated Julia Installation for R Packages (stochasticlifestyle.com)
		93 points by ChrisRackauckas on Jan 18, 2021 \| past \| 14 comments
		GPU-accelerated ODE solving in R with Julia (stochasticlifestyle.com)
		8 points by fanf2 on Oct 12, 2020 \| past
		More

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