DiffEqOperators.jl

Linear operators for discretizations of differential equations and scientific machine learning (SciML) (by SciML)

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DiffEqOperators.jl reviews and mentions

Posts with mentions or reviews of DiffEqOperators.jl. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-11-30.
  • Julia 1.7 has been released
    15 projects | news.ycombinator.com | 30 Nov 2021
    >I hope those benchmarks are coming in hot

    M1 is extremely good for PDEs because of its large cache lines.

    https://github.com/SciML/DiffEqOperators.jl/issues/407#issue...

    The JuliaSIMD tools which are internally used for BLAS instead of OpenBLAS and MKL (because they tend to outperform standard BLAS's for the operations we use https://github.com/YingboMa/RecursiveFactorization.jl/pull/2...) also generate good code for M1, so that was giving us some powerful use cases right off the bat even before the heroics allowed C/Fortran compilers to fully work on M1.

  • What's Bad about Julia?
    6 projects | news.ycombinator.com | 26 Jul 2021
    I like that they are colored now, but really what needs to be added is type parameter collapasing. In most cases, you want to see `::Dual{...}`, i.e. "it's a dual number", not `::Dual{typeof(ODESolution{sfjeoisjfsfsjslikj},sfsef,sefs}` (these can literally get to 3000 characters long). As an example of this, see the stacktraces in something like https://github.com/SciML/DiffEqOperators.jl/issues/419 . The thing is that it gives back more type information than the strictest dispatch: no function is dispatching off of that first 3000 character type parameter, so you know that printing that chunk of information is actually not informative to any method decisions. Automated type abbreviations could take that heuristic and chop out a lot of the cruft.

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