We have written a general purpose code for exact inversion of large matrices in C language by treating matrices in block forms. We have optimized the computation speed using in-place inversion, ...

This repository demonstrates Intuition behind LORA. how to perform matrix factorization using PyTorch. Matrix factorization is a powerful technique used in above paper to reduce LLM model size. In ...

I need to perform a large number of direct calculations to obtain the apparent resistivity and the sensitivity matrix (Jacobian). So my idea was to parallelize several processes (multiprocessing ...

We present an acceleration of the well-established Krylov-Ritz methods to compute the sign function of large complex matrices, as needed in lattice QCD simulations involving the overlap Dirac operator ...

Abstract: In this paper, an innovative method to compute Jacobian matrices in robot kinematics using dual numbers is introduced. By representing each joint with a dual number—comprising a real scalar ...