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Computational Science : Recent Questions and Answers (Page 8)

Find answers to your questions about Computational Science or help others by answering their Computational Science questions.

What is the fastest algorithm for computing the inverse matrix and its determinant for positive definite symmetric matrices?

Given a positive definite symmetric matrix, what is the fastest algorithm for computing the inverse matrix and its determinant? For problems I am interested in, the matrix dimension is 30...

Asked on 09/30/2021 by Orders

2 answer

FEM Meshing artifact at nodes with fewer neighbors

I wrote a 2D-FEM solver to solve some diffusion process and wanted to verify my code with a test problem.The input was $f(x,y) = x^2+y^2$ and I applied...

Asked on 09/25/2021 by murcielagos

0 answer

What is the generalization of the resource allocation problem I'm dealing with here?

I'm dealing with a problem as follows:I have a finite set of money ? to spend over ? different raffles, and I need to spend approximately to my budget, with...

Asked on 09/25/2021 by winterwyvern

0 answer

Implementation of sparse matrix SVD for GPU

I have a sparse matrix $W$ which is almost-squared ($N+1 times N$) and I would like to know the eigenvalues of $A = W^T W$. $A$...

Asked on 09/05/2021

1 answer

Is the imaginary part needed in this problem?

Before jumping into my question, let me contextualize it. I'm doing numerical simulations of a Helmholtz scattering problem $$Delta p + kappa^2 p = 0, .$$ The incident pressure...

Asked on 09/05/2021

3 answer

How do I speed up this function evaluation in matlab?

Half the run time of my code right now is evaluating a big function over many, many points, it takes maybe about 20 seconds per evaluation The function consists of...

Asked on 09/02/2021 by Sam Christensen

2 answer

Jacobians with automatic differentiation

I have an objective function F: Nx1 -> Nx1, where N>30000. There are many sparse matrix/tensor multiplications in this function, so taking an analytic Jacobian by paper and pen is...

Asked on 09/02/2021

2 answer

Robin Boundary Condition with Implicit Upwind - Finite Difference Method for 2D Convection-Diffusion Equation

I am trying to solve a problem with 2D Convection-Diffusion equation with U = Concentration ($mg/m^{2}$) using Implicit Upwind Finite Difference Method like this $$ frac{partial U}{partial...

Asked on 08/30/2021 by Tan Phan

1 answer

How to use 8-cores CPU as a single-core more (8x) powerful CPU?

I use python for my algorithm which uses only one core and I need more processing speed. I have i7 6700K CPU with 8 cores. How to convert them to...

Asked on 08/29/2021 by bluesky

1 answer

4th order tensor rotation - sources to refer

I am trying to model a linear elastic material in Abaqus using a UMAT. For my application, I need to rotate the 6x6 compliance matrix for a given set of...

Asked on 08/29/2021 by Sagar Shah

1 answer

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