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#numerics — Public Fediverse posts

Live and recent posts from across the Fediverse tagged #numerics, aggregated by home.social.

  1. How reliable are CFD results?

    This review highlights common pitfalls and how to avoid them, emphasizing validation, numerical accuracy, and physical consistency. Essential reading for simulation-based research.

    🔗 pubs.aip.org/aip/pof/article-a

    #CFD #numerics #FluidMechanics #simulation #ScientificComputing

  2. 🎉🌈 Behold, the NumKong 2000—a mind-boggling parade of mixed precision #kernels, designed to make your head spin faster than a washing machine on hyperdrive! 🤯🌀 With a dazzling array of Float6 to #Float118 across 7 languages, it's the Swiss Army knife of numerics—but only if you have 48 spare minutes and a PhD in deciphering technobabble. 📚🔍
    ashvardanian.com/posts/numkong/ #NumKong2000 #MixedPrecision #TechInnovation #Numerics #HackerNews #ngated

  3. 🎉🌈 Behold, the NumKong 2000—a mind-boggling parade of mixed precision #kernels, designed to make your head spin faster than a washing machine on hyperdrive! 🤯🌀 With a dazzling array of Float6 to #Float118 across 7 languages, it's the Swiss Army knife of numerics—but only if you have 48 spare minutes and a PhD in deciphering technobabble. 📚🔍
    ashvardanian.com/posts/numkong/ #NumKong2000 #MixedPrecision #TechInnovation #Numerics #HackerNews #ngated

  4. 🎉🌈 Behold, the NumKong 2000—a mind-boggling parade of mixed precision #kernels, designed to make your head spin faster than a washing machine on hyperdrive! 🤯🌀 With a dazzling array of Float6 to #Float118 across 7 languages, it's the Swiss Army knife of numerics—but only if you have 48 spare minutes and a PhD in deciphering technobabble. 📚🔍
    ashvardanian.com/posts/numkong/ #NumKong2000 #MixedPrecision #TechInnovation #Numerics #HackerNews #ngated

  5. 🎉🌈 Behold, the NumKong 2000—a mind-boggling parade of mixed precision #kernels, designed to make your head spin faster than a washing machine on hyperdrive! 🤯🌀 With a dazzling array of Float6 to #Float118 across 7 languages, it's the Swiss Army knife of numerics—but only if you have 48 spare minutes and a PhD in deciphering technobabble. 📚🔍
    ashvardanian.com/posts/numkong/ #NumKong2000 #MixedPrecision #TechInnovation #Numerics #HackerNews #ngated

  6. 🎉🌈 Behold, the NumKong 2000—a mind-boggling parade of mixed precision #kernels, designed to make your head spin faster than a washing machine on hyperdrive! 🤯🌀 With a dazzling array of Float6 to #Float118 across 7 languages, it's the Swiss Army knife of numerics—but only if you have 48 spare minutes and a PhD in deciphering technobabble. 📚🔍
    ashvardanian.com/posts/numkong/ #NumKong2000 #MixedPrecision #TechInnovation #Numerics #HackerNews #ngated

  7. Waves 🌊 are everywhere, and understanding their behavior leads us to understand nature. The goal of CRC 1173 "Wave Phenomena" (waves.kit.edu) at #KITKarlsruhe is to analytically understand, numerically simulate, and eventually manipulate wave propagation under realistic scenarios by intertwining #analysis and #numerics.

    Extended version of this video (YouTube): youtu.be/NsHWaKIpH80?si=fiqy4w

  8. Ever wondered whether fast direct solvers are compatible with Quadrature by Expansion, a method for the evaluation of singular layer potentials? Wonder no more 🙂 In arxiv.org/abs/2504.13809, we offer an algorithmic recipe, analysis, an end-to-end error model, and some weighting tricks, the latter two applicable beyond QBX, along with numerical experiments. #layerpot #fastalg #fastalgorithm #numpde #numerics #scicomp #paper 🎓 📖

  9. Ever wondered whether fast direct solvers are compatible with Quadrature by Expansion, a method for the evaluation of singular layer potentials? Wonder no more 🙂 In arxiv.org/abs/2504.13809, we offer an algorithmic recipe, analysis, an end-to-end error model, and some weighting tricks, the latter two applicable beyond QBX, along with numerical experiments. #layerpot #fastalg #fastalgorithm #numpde #numerics #scicomp #paper 🎓 📖

  10. Ever wondered whether fast direct solvers are compatible with Quadrature by Expansion, a method for the evaluation of singular layer potentials? Wonder no more 🙂 In arxiv.org/abs/2504.13809, we offer an algorithmic recipe, analysis, an end-to-end error model, and some weighting tricks, the latter two applicable beyond QBX, along with numerical experiments. #layerpot #fastalg #fastalgorithm #numpde #numerics #scicomp #paper 🎓 📖

  11. Ever wondered whether fast direct solvers are compatible with Quadrature by Expansion, a method for the evaluation of singular layer potentials? Wonder no more 🙂 In arxiv.org/abs/2504.13809, we offer an algorithmic recipe, analysis, an end-to-end error model, and some weighting tricks, the latter two applicable beyond QBX, along with numerical experiments. #layerpot #fastalg #fastalgorithm #numpde #numerics #scicomp #paper 🎓 📖

  12. After ELF 🧝🏻‍♀️comes PIXIE 🧚‍♀️ -- a new way to perform cross-language AND cross-module optimization. Come join the demo during our public meeting next week: numba.discourse.group/t/pixie-

  13. Ever been irritated that Fast Multipole Methods require lots of special, problem-specific code for efficiency (e.g. specific to the Coulomb potential?) My student Isuru Fernando has fixed that for you: arxiv.org/abs/2305.17867 #fmm #paper #fastmultipole #pde #numerics #scicomp

  14. Ever been irritated that Fast Multipole Methods require lots of special, problem-specific code for efficiency (e.g. specific to the Coulomb potential?) My student Isuru Fernando has fixed that for you: arxiv.org/abs/2305.17867 #fmm #paper #fastmultipole #pde #numerics #scicomp

  15. Ever been irritated that Fast Multipole Methods require lots of special, problem-specific code for efficiency (e.g. specific to the Coulomb potential?) My student Isuru Fernando has fixed that for you: arxiv.org/abs/2305.17867 #fmm #paper #fastmultipole #pde #numerics #scicomp

  16. Scheme Implementations:
    1. Minischeme0.85w
    2. und 3. PC Scheme/Geneva 4.02PL1

    #retro #scheme #numerics

  17. Having fun with Makie.jl and Ferrite.jl in FerriteViz.jl. My colleague Dennis and me added support for gradient/flux visualization based on a known finite element field: github.com/Ferrite-FEM/Ferrite

    We started FerriteViz for teaching purposes and this PR adds very nice possibilities to it. With this PR, instabilities in mixed forms or singularities in the fluxes can be visualized. 🎉

    @julialang #julialang #Makie.jl #finiteelements #fea #numerics

  18. Any special function specialists around here? Are there good numerical methods to evaluate bivariate (hyper2d) hypergeometric functions/Kampé de Fériet functions besides evaluating the inner hypergeometric function and summing up? #numerics #numericalmethods #specialfunctions

  19. Any special function specialists around here? Are there good numerical methods to evaluate bivariate (hyper2d) hypergeometric functions/Kampé de Fériet functions besides evaluating the inner hypergeometric function and summing up? #numerics #numericalmethods #specialfunctions

  20. Glad to be on here! My #introduction:

    I'm an AI researcher in the UK, working at Graphcore - a semiconductor company who develop the #IPU (a #GPU alternative) 💻 I joined last year, having previously been at Oxford for my MSc.

    My interests are in #numerics (especially #fp8 8️⃣), #LLMs, mixture-of-expert models, and anything to do with #solitaire ♣️ ♦️

    Thanks to @thegradient for making this happen 😃

  21. #academia For all people interested in #numerics , especially #mechanics . You can sign up for the Imperial College seminar "Materials Engineering & Mechanics"

    twitter.com/MechMaterials/stat

  22. You're now not restricted to #numerics anymore on #phosh via @ManjaroLinuxARM on a #pinephone...

    [Video embedded in original tweet]

  23. Finally the most sophisticated of the three is Simpson’s rule in which pairs of adjacent strips use a #quadratic #parabola to interpolate between the ordinates. This even better at convergence than the trapezium rule. I’ve shown a different function here because for the function shown above the difference between the approximation and the numerical #approximation is not discernible.

    #MyWork #Mathematics #Maths #Numerics #SimpsonsRule #FreeSoftware #CCBYSA #Wikipedia #Wikimedia

  24. Finally the most sophisticated of the three is Simpson’s rule in which pairs of adjacent strips use a #quadratic #parabola to interpolate between the ordinates. This even better at convergence than the trapezium rule. I’ve shown a different function here because for the function shown above the difference between the approximation and the numerical #approximation is not discernible.

    #MyWork #Mathematics #Maths #Numerics #SimpsonsRule #FreeSoftware #CCBYSA #Wikipedia #Wikimedia

  25. The trapezium rule is quite an improvement to the above and each area is approximated by joining up the ordinates at the beginning and end of each discrete interval with a straight line. This converges appreciably faster than the above method.

    #MyWork #Mathematics #Maths #Numerics #RectangleMethod #TrapeziumRule #SimpsonsRule #FreeSoftware #CCBYSA #Wikipedia #Wikimedia

  26. Here are #animated #gifs of the representation of #NumericalIntergration #approximations with increasing numbers of strips. Represented are the Rectangle Method, Trapezium Rule and Simpson’s Rule. Note how much faster the second and third methods improve the approximation the exact blue curve in each case as the number of strips increases. Produced using #wxmaxima. They are all available on #Wikipedia.

    #MyWork #Mathematics #Maths #Numerics #RectangleMethod #TrapeziumRule #SimpsonsRule #CCBYSA

  27. Here are #animated #gifs of the representation of #NumericalIntergration #approximations with increasing numbers of strips. Represented are the Rectangle Method, Trapezium Rule and Simpson’s Rule. Note how much faster the second and third methods improve the approximation the exact blue curve in each case as the number of strips increases. Produced using #wxmaxima. They are all available on #Wikipedia.

    #MyWork #Mathematics #Maths #Numerics #RectangleMethod #TrapeziumRule #SimpsonsRule #CCBYSA