High-Performance Sparse Linear Algebra on HBM-Equipped FPGAs Using HLS

torch sparse linear algebra library

Development of SuiteSparse.jl, which ships as part of the Julia standard library.

Fortran library to handle sparse matrices

PyGinkgo is a Python binding for the Ginkgo framework, providing access to Ginkgo's powerful linear algebra capabilities from Python.

Conflict-free symmetric SpMV library

GPGPU-based GraphBLAS-like API implementation in F# (using Brahma.FSharp and OpenCL)

Ruby Library for Sparse Tensors

Distributed-memory SpMV library with CG solver

Some results of my research on the BiCGSTAB and GMRES methods for calculating sparse systems and fields using Fortran

Fortran Package Manager library for LUSOL

Raku package with different functions for computations of recommendations based on (user) profile or history using Sparse Linear Algebra.

CSE701 Project 02, implementation of SpMV and SpMV_T using COO, CSC, CSR in C++ with addtional functions

🔍 Solve large sparse indefinite linear systems efficiently with parallel BiCGStab solvers for better performance in scientific computing applications.

Serial and OpenMP-parallel implementation of the BiCGStab iterative solver for large sparse indefinite linear systems, focusing on efficient sparse matrix-vector multiplication, strong scaling, and reproducible performance benchmarking.

RA-SpMM: Regime-Aware Sparse Matrix Multiplication for GNN Workloads on GPUs. 8-rule router, 6 preprocessing-free kernels, 3.25x over cuSPARSE (FGCS 2026).

High-Performance CUDA Sparse Matrix-Vector Multiplication Library • 70%+ bandwidth utilization • 4 optimized kernels • Spec-Driven Development

Reproducible benchmark suite for SuiteSparse sparse linear algebra kernels across x86-64, RISC-V, and AArch64

Pioneer documentation: OpenFOAM CFD GPU offloading on Intel Arc Pro B70 Pro (Battlemage Xe2). Hardware excellent (FP64 96%, latency CUDA-par), software stack not yet ready (GPU 66% idle on MPI plumbing). 14 bugs documented across Ginkgo SYCL + Compute Runtime + xe driver.