Tags
A tag is a keyword or label that categorizes your question with other, similar questions. Using the right tags makes it easier for others to find and answer your question.
An eigenvector of an operator is a vector such that the action of the operator is the same as multiplication by a constant, called the eigenvalue. The eigensystem of an operator is the set of all suc…
Fortran is a general purpose programming language widely used by the scientific computing community.
The process of representing a continuum space with a finite set of points/elements
Questions about the execution speed and memory usage of algorithms, data structures, languages and libraries.
For questions about determining the error caused by specific computational procedures, approximations, or numerical representations.
For questions about the particulars of solving differential equations with time as the independent variable.
NumPy is the fundamental package for scientific computing with Python.
The Runge–Kutta methods are a set of numerical methods for ordinary differential equations for the approximation of their solutions.
A method of representing numbers by a fixed number of significant digits, and the exponent of some base number. They are characterized in the form
${(significant digits)}*base^{exponent}$.
Typi…
PETSc is an open source suite of data structures and routines for the scalable (parallel) solution of scientific applications modeled by partial differential equations.
Hyperbolic partial differential equations describe wave behavior.
The generation of a set of interconnected geometric objects that approximate a desired domain or region in euclidean space.
Questions about solution methods of the Navier-Stokes equations, related physical constants and non-dimensional number. Also special methods to solve the equations including the assumptions and their …
High Performance Computing generally uses large arrays of computers connected in clusters or grids.
Referring to a time independent partial differential equation of the form $\nabla^2u=f$
Also called numerical integration, quadrature refers to the approximation of an integral made by evaluating the integrand at a finite number of points.
Questions about the theory and numerical algorithms for optimizing (minimizing or maximizing) nonlinear functions, possibly subject to equality and/or inequality constraints.
Referring to optimization problems that consist only of linear constraints and a linear objective function.
Questions relating to graphing and displaying numerical data
Questions on Monte Carlo methods, methods that require the repeated generation of (pseudo-, quasi-)random numbers for computing their results.
For questions related to computational software and libraries written in the C programming language
Method for finding successively better approximations to the roots (or zeroes) of a real-valued function
For questions focused on implementing or applying least-squares regression.
LAPACK (Linear Algebra PACKage) is a commonly used library of subroutines for numerical linear algebra tasks, including solutions of linear sets of equations, linear least squares, eigenvalue problems…
For questions regarding design and implementation of preconditioners for solving linear systems.
Decomposition of a matrix into a product of matrices with special properties. Common matrix factorizations include LU, QR, SVD, and Cholesky.
Numerical methods and problems involving the solution of the Schrodinger equation and related subatomic models.
Questions about analysis, implementation or application of Galerkin methods for partial differential equations using piecewise functions that are not globally continuous (and hence require surface ter…
Machine learning, a branch of artificial intelligence, is the science of getting computer systems to meaningfully act without being explicitly programmed by human.
A collection of related programming functions implementing a set of abstract data types, mathematical functions, or other higher level analysis algorithms so that they may be used, and reused, by othe…
Questions on the computational aspects of Fourier analysis, including the various applications of the fast Fourier transform (FFT).
For questions about modeling phenomena related to electromagnetic fields.
Questions related to solving the advection-diffusion equation using numerical methods, including derivation and implementation of boundary conditions.
Molecular dynamics simulations aim at solving the equations of motion of the atoms belonging to a molecular system using explicit time propagation and taking into account the effect of temperature on …
Studies the behavior of solid materials, and deformation under the action of forces