PETSc in a nutshell — PETSc 3.16.5 documentation

# PETSc in a nutshell

PETSc/TAO is a tool for writing, analyzing, and optimizing properties of large-scale numerical simulations.

## Algebraic objects

- `Vec` - containers for simulation solutions, right hand sides of linear systems, etc.

- `Mat` - contain Jacobians and operators that define linear systems

- `IS` indices - used to access portions of vectors and matrix, for example {1,2,4} or 1:10

## Solvers

- `PC` preconditioners - approximate solvers to algebra systems without a history of previous iterations

- `KSP` Krylov subspace methods - approximate solvers with a history of previous iterations

- `SNES` nonlinear equation solvers

- `TS` time integrators (ODE/PDE), explicit, implicit, local and global error estimators

- `TSAdjoint` derivatives/sensitivities of functions of ODE/PDE integration solutions

- `TAO` - optimization, with equality and inequality constraints, first and second order (Newton) methods

## Connectors of continuum models, meshes, and discretizations to solvers and algebraic objects

- `DMDA` - for simulations computed on simple structured grids

- `DMSTAG` - for simulations computed on staggered grids

- `DMPLEX` - for simulation computed on unstructured meshes

- `DMNETWORK` - for simulations on networks or graphs, for example the power grid, river networks, the nervous system

- `DMP4EST` - for simulations on collections of quad or octree meshes

- `DMSWARM` - for simulations on particles

## Utilities

- `PetscOptions` - control of discretization and solution process

- `PetscViewer` - visualizing algebraic objects, solvers, connectors

- Monitor - monitoring of solution progress

- `Profiling` - profiling of the performance of the simulation solution process

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Overview and Features

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Core Features and Functionality