In 2019, over 230 scientific software packages were installed on the HPC. The installation of the software was done by just over 14 340 GNU Linux command line instructions. A number of different versions of the software had to be installed, to provide researchers with the exact version that they require for their study, bringing the total scientific software package installations to 363.

FunctionMethodology
Software Component
Data mining
4th Industrial Revolution
Data Science
Data Processing

Machine Learning
Artificial Intelligence
Deep Learning
Neural Networks
Matrix and Array Mathematics
Big Data
TensorFlow
Keras
Horovod
R
R-Studio
Python
Jupyter Notebooks
SAS
MATLAB
Starlink
Octave
Distributed Computing
Parallel Processing
Intel MPl
Open MPl
Software Optimization
Software Compilation Tools
 GNU GCC
Intel Parallel Studio
Portland Compiler
AutomizationScriptingBash
Puppet
Jenkins
Environmental Modules
Computational Fluid Dynamics
AstrophysicalPluto
Fluid Flows
Electromagnetics
Solid Mechanics
Heat Transfer
OpenFOAM
 Bio-Informatics & Genomics
Genome Sequencing
Molecular Biology
Next-Gen Sequencing Analysis
CLC Bio
Next-Gen Build Tool
SCons
Mass Spectometry
Mascot
Analysis of Protein Structures
Rosetta
Queuing System
Resource Management
PBS Torque
Task Scheduler
Maui
Computational Chemistry
Material Modelling
VASP
Analytic Frequency Calculations
Gaussian
Density Functional Theory (DFT) Modelling
ADF
Quantum Mechanical Modelling
Quantum ESPRESSO
ORCA
GAMESS
Complex Wavefunctions
NBO
Image Processing
General Image Processing
MATLAB
Photogrammetric Processing
3D Spatial Data
Digital Photogrammetry
MetaShape
Material Modelling
Electronic-Structure Calculations
Density-Functional Theory
Plane Waves
Pseudopotentials
Quantum ESPRESSO
Molecular Dynamics
Newtonian Equations of Motion
Gromacs
General Atomic and Molecular Electronic
Structure System
GAMESS
Biomolecular Simulation
Amber
Geospatial
Aerial Imagery
NGI Datasets
Geonetwork
Geographic Information System
GRASS
Plasma Physics
Solving Partial Differential Equations
Chombo
High Energy Physics
Numerical Programming
Vector Arithmetic
Geometry
Pseudorandom Number Generation
Linear Algebra
CLHEP
Data Visualisation
Astronomical Imaging
SAOImage DS9
Complex Numerical Data
IDL
Hera Data Analysis
HEAsoft
Cosmic Microwave Background
HEALPix
Complex Numerical Data Analysis
IDL
General
MATLAB
Monte Carlo Simulations
Propagation of Photons, Electrons and Positrons
EGSnrc
Gamma-ray Space Telescope
Analyse Fermi Data
Fermi Science Tools
Computing Discrete Fourier Transform
Real and Complex Data
FFTW
Molecular Structures
X-ray Crystallography
PHENIX

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