My implementation of the GaussSeidel smoother using a Diagnol direct access scheme in OpenFOAM as compared to the default GS smoother LDU gives almost ~50% improvements in cache misses and hits for a structured 3D cavity tutorial. Profiled using the amazing LIKWID profiler. Will share a deep technical report soon. Check it out and use - https://github.com/amartyadav/DIAGaussSeidel-Smoother-OpenFOAM
#hpc #scientificcomputing #computationalphysics #cfd #openfoam #likwid #softwaredevelopment #cpp
GitHub - amartyadav/DIAGaussSeidel-Smoother-OpenFOAM: DIA based Gauss-Seidel smoother plugin for OpenFOAM, which replaces the LDU style addressing.

DIA based Gauss-Seidel smoother plugin for OpenFOAM, which replaces the LDU style addressing. - amartyadav/DIAGaussSeidel-Smoother-OpenFOAM

GitHub

Been working on my Linux machine for 3 months now at work - comp. physics, hpc, etc.
Tried working on my MBP yesterday (after around 5 months of not using it for development) - while a superior machine h/w wise, I really couldn't stand macOS.
Linux just works - better even.

#linux #macos #development #hpc #scientificcomputing #computationalphysics #ux #ubuntu #SoftwareDevelopment

MyST Markdown 1.8 introduces updates that improve how structured, machine-readable content is created and managed across Jupyter workflows.

These changes support better interoperability, extensibility and validation for computational documents, making it easier to build reusable publishing pipelines.

Learn more: https://blog.jupyter.org/whats-new-in-myst-markdown-1-8-2-b7ae8975b03e

#Jupyter #OpenSource #ScientificComputing

Generic Programming for Multidimensional Arrays – C++Now Schedule

IBM quantum computer simulates real magnetic materials and actually matches lab data

https://fed.brid.gy/r/https://nerds.xyz/2026/03/ibm-quantum-materials/

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.

🔗 https://pubs.aip.org/aip/pof/article-abstract/38/3/033316/3382594/Best-practices-for-computational-fluid-dynamics

#CFD #numerics #FluidMechanics #simulation #ScientificComputing

Pretty impressed by the speed of Python 3.14 compared to 3.13 😲

#Python #ScientificComputing

My latest blog post explores a Multi-Material Thermal Analysis using HYPRE BoomerAMG with a custom POSIT accelerator called Uttunga, and compares it to the x86 IEEE 754 standard.

https://www.amartyadav.com/posts/post3.html

#computationalphysics #hpc #opensource #scientificcomputing #thermalphysics #Automotive #automotiveengineering #calligo #posit #ieee_754