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In Fall 2020 and Spring 2021, this was MIT's 18.337J/6.338J: Parallel Computing and Scientific Machine Learning course. In this video we make small changes to our N body simulation example to show various easy This video demonstrates interactive tools for exploring Most important tools for optimizing Julia code: and The ODE solver spit out dt less than dtmin, what do you do? MethodError Dual{...}, what does it mean? Plenty of people ask theseĀ ... In this video we shall see what is type stability in
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Tools for fixing performance problems in Julia: ProfileView and Cthulhu
Most important tools for optimizing Julia code: @profview and @code_warntype
How to Debug Julia Simulation Codes (ODEs, Optimization, etc.!) | Chris Rackauckas | JuliaCon 2022
Type-Stable Code in Julia
World Age in Julia: Optimizing Method Dispatch in the Presence of Eval
Julia in 100 Seconds
Type Stability in Julia: Avoiding Performance Pathologies in JIT Compilation
Debugging and Optimizing Julia Code
18. GPU Kernel Programming [HPC in Julia]
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Last Updated: June 24, 2026
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