Pytorch

Facebook's AI Research lab (FAIR)

An open source machine learning framework that accelerates the path from research prototyping to production deployment.

Earth System Sciences, Engineering, Life Sciences, Materials and Chemical Sciences, Other

Machine Learning / AI

Software

https://pytorch.org/

TensorFlow

Google Brain

TensorFlow is an end-to-end open source platform for machine learning.

Earth System Sciences, Engineering, Life Sciences, Materials and Chemical Sciences, Other

Machine Learning / AI

Software

https://www.tensorflow.org/

VisIt

Lawrence Livermore National Laboratory

VisIt is an Open Source, interactive, scalable, visualization, animation and analysis tool.

Earth System Sciences, Engineering, Life Sciences, Materials and Chemical Sciences, Other

High Performance Data Analysis

Software

https://visit-dav.github.io/visit-website/

FEniCSx

FEniCS Project

FEniCSx is a popular open-source (LGPLv3) computing platform for solving partial differential equations (PDEs).

Engineering, Life Sciences, Materials and Chemical Sciences, Other

High Performance Computing

Software

https://fenicsproject.org/

NWChem: Open Source High-Performance Computational Chemistry

Environmental Molecular Sciences Laboratory

NWChem aims to provide its users with computational chemistry tools that are scalable both in their ability to treat large scientific computational chemistry problems efficiently, and in their use of available parallel computing resources from high-performance parallel supercomputers to conventional workstation clusters.

Life Sciences, Materials and Chemical Sciences

High Performance Computing

Software

https://www.nwchem-sw.org/

CP2K is a quantum chemistry and solid state physics software package that can perform atomistic simulations of solid state, liquid, molecular, periodic, material, crystal, and biological systems.

Earth System Sciences, Life Sciences, Materials and Chemical Sciences

High Performance Computing

Software

https://www.cp2k.org/

LAMMPS Molecular Dynamics Simulator

Sandia National Labs and Temple University

LAMMPS is a classical molecular dynamics (MD) code.

Life Sciences, Materials and Chemical Sciences

High Performance Computing

Software

https://www.lammps.org/

GROMACS

BioExcel HPC Center of Excellence

GROMACS is a versatile package to perform molecular dynamics, i.e. simulate the Newtonian equations of motion for systems with hundreds to millions of particles.

Life Sciences, Materials and Chemical Sciences

High Performance Computing

Software

https://www.gromacs.org/

NetCDF

Unidata

NetCDF is a set of software libraries and self-describing, machine-independent data formats that support the creation, access, and sharing of array-oriented scientific data.

Earth System Sciences, Engineering, Life Sciences, Materials and Chemical Sciences, Other

High Performance Computing

Software

https://www.unidata.ucar.edu/software/netcdf/docs/index.html