Scientific Computing
90 items from nschloe/awesome-scientific-computing ★1,596
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pyGAM pygam.readthedocs.io
Generalized Additive Models in Python. (Python, Apache 2.0, GitHub)
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PyAMG pyamg.readthedocs.io
Algebraic Multigrid Solvers in Python. (Python, MIT, GitHub)
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preCICE precice.org
Coupling library for partitioned multi-physics simulations (FSI, CHT, and more). (C++, LGPL 3, GitHub)
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SuperLU portal.nersc.gov
Direct solution of large, sparse, nonsymmetric systems of linear equations. (C, mostly BSD, GitHub)
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Polyscope polyscope.run
Viewer and user interface for 3D geometry processing. (C++, MIT, GitHub)
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pmp-library pmp-library.org
Polygon mesh processing library. (C++, MIT with Employer Disclaimer, GitHub)
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PETSc petsc.org
Parallel solution of scientific applications modeled by PDEs. (C, 2-clause BSD, GitLab)
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distmesh persson.berkeley.edu
Simple generator for unstructured triangular and tetrahedral meshes. (MATLAB, GPL 3)
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Nick Trefethen's Video Lectures people.maths.ox.ac.uk
36 video lectures on approximation theory/practice and scientific computing.
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OpenFOAM openfoam.com
Free, open source CFD (computational fluid dynamics) software. (C++, GPL 3, GitHub)
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OpenBLAS openblas.net
Optimized BLAS library based on GotoBLAS2. (C and Assembly, BSD, GitHub)
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Nick Higham's blog nhigham.com
Mostly on MATLAB, general computing advice.
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Netgen/NGSolve ngsolve.org
High performance multiphysics finite element software. (C++, LGPL 2.1, GitHub)
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Jack Dongarra's software list netlib.org
List of freely available software for the solution of linear algebra problems.
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NA Digest netlib.org
Collection of articles on topics related to numerical analysis and those who practice it.
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LAPACK netlib.org
Routines for solving systems of linear equations, linear least-squares, eigenvalue problems, etc. (Fortran, BSD, GitHub)
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MOOSE mooseframework.inl.gov
Multiphysics Object Oriented Simulation Environment. (C++, LGPL 2.1, GitHub)
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Mmg mmgtools.org
Robust, open-source & multidisciplinary software for remeshing. (C, LGPL 3, GitHub)
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MFEM mfem.org
Free, lightweight, scalable C++ library for finite element methods. (C++, BSD-3-Clause, GitHub)
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MeshPy mathema.tician.de
Quality triangular and tetrahedral mesh generation. (Python, MIT, GitHub)
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Wolfgang Bangerth's video class math.colostate.edu
MATH 676: Finite element methods in scientific computing.
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libMesh libmesh.github.io
Framework for the numerical simulation of PDEs using unstructured discretizations. (C++, LGPL 2.1, GitHub)
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Eigen libeigen.gitlab.io
C++ template library for linear algebra. (C++, MPL 2, GitLab)
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libceed libceed.readthedocs.io
Code for Efficient Extensible Discretizations. (C, 2-clause BSD, GitHub)
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John D. Cook's blog johndcook.com
Feats of scientific computing.
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HDF5 hdfgroup.org
Data model, library, and file format for storing and managing data. (C/Fortran, BSD, GitHub)
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Gmsh gmsh.info
Three-dimensional finite element mesh generator with pre- and post-processing facilities. (C++, GPL, GitLab)
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Ginkgo ginkgo-project.github.io
High-performance manycore linear algebra library, focus on sparse systems. (C++, BSD, GitHub)
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FreeFEM freefem.org
High level multiphysics-multimesh finite element language. (C++, LGPL, GitHub)
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Firedrake firedrakeproject.org
Automated system for the solution of PDEs using the finite element method. (Python, LGPL 3, GitHub)
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FEniCS fenicsproject.org
Computing platform for solving PDEs in Python and C++. (C++/Python, LGPL 3, GitHub/Bitbucket)
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F3D f3d.app
Cross-platform, fast, and minimalist 3D viewer with scientific visualization tools. (C++, BSD, GitHub)
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PyGMO esa.github.io
Massively parallel optimization. (Python/C++, MPL 2, GitHub)
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DUNE Numerics dune-project.org
Toolbox for solving PDEs with grid-based methods. (C++, GPL 2, GitLab)
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DifferentialEquations.jl docs.sciml.ai
Toolbox for solving different types of differential equations numerically. (Julia, MIT, GitHub)
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Discord: Numerical Software discord.com
Discord messaging server on numerical software.
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Dedalus dedalus-project.org
Solve partial differential equations with spectral methods. (Python, GPL 3, GitHub)
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deal.II dealii.org
Software library supporting the creation of finite element codes. (C++, LGPL 2.1, GitHub)
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FiPy ctcms.nist.gov
Finite-volume PDE solver. (Python, custom open-source license, GitHub)
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Triangle cs.cmu.edu
Two-dimensional quality mesh generator and Delaunay triangulator. (C, nonfree software)
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hypre computing.llnl.gov
Library of high-performance preconditioners and solvers. (C, Apache 2.0/MIT, GitHub)
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TriWild cims.nyu.edu
Robust triangulation with curve constraints. (C++, MPL 2, GitHub)
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Chebfun chebfun.org
Computing with functions to about 15-digit accuracy. (MATLAB, BSD, GitHub)
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Gabriel Peyré on Bluesky bsky.app
One post a day on computational mathematics.
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TetWild arxiv.org
Generate tetrahedral meshes for triangular surface meshes. (C++, GPL 3, GitHub)
