sparse-systems

Linear algebra, eigenvalues, FFT, Bessel, elliptic, orthogonal polys, geometry, NURBS, numerical quadrature, 3D transfinite interpolation, random numbers, Mersenne twister, probability distributions, optimisation, differential equations.

A language for computing on sparse systems

V library to develop Artificial Intelligence and High-Performance Scientific Computations

Numerical computation in native Haskell

G-RANS is a research implementation of Generalizable Residual-Aware Neural Solvers for Sparse Systems (ICML 2026). It solves sparse linear systems from PDE discretizations with residual-aware neural subspace corrections.