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A curated list of awesome articles, software libraries and resources on Scientific Computing

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Awesome Scientific Computing

Awesome

A curated list of awesome articles, software libraries and resources on Scientific Computing

Items marked with Open-Source Software are open-source software and link to the source code. Items marked with Freeware are free (as in free beer).

Table of Contents


Astrodynamics

Software Tools

  • poliastro - Astrodynamics Python Library. Open-Source Software
  • MONTE - Astrodynamics Python library. Freeware

Computational Fluid Dynamics

  • OpenFOAM - C++ toolbox for the development of customized numerical solvers, and pre-/post-processing utilities for the solution of continuum mechanics problems. Open-Source Software

Blog Posts

Learning

  • CFDPython - A sequence of IPython notebooks featuring the "12 Steps to Navier-Stokes".

Communities

  • CFD Online - Free community for everyone interested in Computational Fluid Dynamics.
  • SimScale - Cloud-based CAE platform that lets you seamlessly simulate, share, and collaborate.

Signal Processing

Notebooks

Flight Mechanics

Software Tools

  • PyFME - Python Flight Mechanics Engine. Open-Source Software
  • Aerospace Blockset™ - Simulink® extension with blocks for modeling and simulating aircraft, spacecraft, rocket, and propulsion systems, as well as unmanned airborne vehicles.

Linear Algebra

Learning

Nuclear Physics

Notebooks

Python

Use of Python in multiple Scientific Computing areas

Learning

Blogs

Meteorology

Datasets

  • Wind Atlas of Spain - Numerical weather prediction system to predict the long-term wind resource.

Chemical Engineering

Communities

  • CAChemE - Engineering students group to promote Free Software and encourage the use of computing in Chemical Engineering. (Spanish)

Structural Analysis

Notebooks

Numerical Aerodynamics

Learning

Data Analysis

Software Tools

  • xlwings - Replace your VBA code with Python. Open-Source Software

Machine Learnig

Learning

Blog Posts

Datasets

  • UCI - UC Irvine Machine Learning Repository.
  • kaggle - A data science competition platform enables users to find and publish open datasets, explore and build models in a web-based data science environment, work with other data scientists and machine learning engineers.

Control Systems

Software Tools

  • python-control - Basic operations for analysis and design of feedback control systems. Open-Source Software

Communication Systems

Software Tools

  • GNU Radio - Free software development toolkit that provides signal processing blocks to implement software-defined radios and signal processing systems. Freeware
  • proxmark3 - Swiss-army tool of RFID, allowing for interactions with the vast majority of RFID tags on a global scale.
  • HackRF - A low cost, open source Software Defined Radio platform.

Learning

Marine Engineering

Software Tools

  • FreeCAD-Ship - FreeCAD module to provide a complete set of naval architect tools. Open-Source Software

Microscopy

Scanning Probe Microscopy

Software Tools

  • NTMDTRead - a library reading the proprietary file format of NT-MDT scanning probe microscopes and Raman spectrometers.

Quantum Mechanics

Software Tools

  • QuTiP - Quantum Toolbox in Python. Open-Source Software

Visualization

Software Tools

  • Mayavi - 3D scientific data visualization and plotting in Python. Open-Source Software
  • ParaView - Build visualizations to analyze their data using qualitative and quantitative techniques. Open-Source Software
  • VisIt - Interactive, scalable, visualization, animation and analysis tool. Open-Source Software

Finite Element Method

Software Tools

  • Fenics Project - Automated scientific computing, with a particular focus on automated solution of differential equations by finite element methods. Open-Source Software
  • SfePy - Solving systems of coupled partial differential equations (PDEs) by the finite element method in 1D, 2D and 3D. Open-Source Software

Blogs

  • Finit3element - Web page on the finite element method (FEM) and its applicantions. (Spanish)

Finite Volume Method

Software Tools

  • FiPy - A Finite Volume PDE Solver Using Python. Open-Source Software

Chemistry

Software Tools

  • PyMOL - A molecular visualization system. Open-Source Software

Numerical Simulation

Software Tools

  • SALOME - Generic platform for Pre- and Post-Processing for numerical simulation. It is based on an open and flexible architecture made of reusable components. Open-Source Software

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REMEMBER: this is a list of resources that you consider essential but people may not know.

License

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This work is licensed under a Creative Commons Attribution 4.0 International License.

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