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HIFIS Software Spotlights

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Logo for PIConGPU

PIConGPU

PIConGPU is a relativistic Particle-in-Cell code running on graphic processing units as well as regular multi-core processors. It is Open Source und is freely available for download. It can be used to study plasmas with relativistic dynamics, solving the Maxwell-Vlasov system of equations.

  • C++
  • CPU
  • GPU
  • + 9
  • C++
  • Python
  • Shell
  • + 6
11
649
Logo for ASPECT - The Advanced Solver for Planetary Evolution, Convection, and Tectonics

ASPECT - The Advanced Solver for Planetary Evolution, Convection, and Tectonics

ASPECT is a code to simulate convection and tectonic processes in the Earth and other planetary bodies. It has grown from a mantle-convection code into a tool for many geodynamic applications, like glacial isostatic adjustment, lithospheric scale deformation, ore formation and two-phase flow.

  • C++
  • CFD
  • Computational Fluid Dynamics
  • + 6
  • C++
  • Python
  • CMake
  • + 10
11
587
Logo for SeisBench: A toolbox for machine learning in seismology

SeisBench: A toolbox for machine learning in seismology

SeisBench is an open-source Python toolbox for machine learning in seismology. It brings together the whole machine learning model lifecycle: datasets and benchmarks, models and training pipelines, and efficient implementations for deploying the models in production.

  • Earth & Environment
  • GPU
  • Helmholtz AI
  • + 4
  • Jupyter Notebook
  • Python
  • C
6
289
Logo for MIRP

MIRP

MIRP is a python package for quantitative analysis of medical images. It focuses on processing images for integration with radiomics workflows. These workflows either use quantitative features computed using MIRP, or directly use MIRP to process images as input for deep learning models.

  • Medical Image Processing
  • python
  • radiomics
  • Python
  • Jupyter Notebook
  • R
  • + 2
3
263
Logo for FastSurfer

FastSurfer

FastSurfer is a fast and accurate deep-learning pipeline for the analysis of human brain MRI. FastSurfer provides a fully compatible FreeSurfer alternative for volumetric and surface-based thickness analysis, also supporting sub-mm resolutions, and sub-segmentation of neuroanatomical structures.

  • Data analysis
  • Deep Learning
  • Image processing
  • + 3
  • Python
  • Jupyter Notebook
  • Shell
  • + 1
10
259
Logo for ESMValCore

ESMValCore

  • Data analysis
  • Earth & Environment
  • FAIR Software
  • + 2
  • Python
  • Jupyter Notebook
  • HTML
  • + 4
46
142
Logo for Trixi.jl

Trixi.jl

Trixi.jl is a numerical simulation framework for conservation laws written in Julia with an extensible design with a fast implementation, Trixi.jl is focused on being easy to use for new or inexperienced users, including the installation and postprocessing procedures.

  • CFD
  • Earth & Environment
  • hpc
  • + 3
  • Julia
  • Jupyter Notebook
  • Shell
  • + 2
10
101
Logo for NetworKit

NetworKit

NetworKit is a growing open-source toolkit for large-scale network analysis. Its aim is to provide tools for the analysis of large networks in the size range from thousands to billions of edges. It implements efficient graph algorithms, many of them parallel to utilize multicore architectures.

  • algorithm engineering
  • Graph algorithms
  • Network Analysis
  • C++
  • Cython
  • Python
  • + 9
0
52
Logo for Medical Imaging Interaction Toolkit (MITK)

Medical Imaging Interaction Toolkit (MITK)

A free and open-source software for the development of interactive medical image processing applications. MITK provides a powerful and free application called the MITK Workbench, which allows users to view, process, and segment medical images.

  • Artificial Intelligence
  • C++
  • Data Visualization
  • + 7
  • C++
  • CMake
  • C
  • + 8
2
42
Logo for Heat

Heat

Heat is a flexible and seamless open-source software for high performance data analytics and machine learning. It provides highly optimized algorithms and data structures for tensor computations using CPUs, GPUs and distributed cluster systems on top of MPI.

  • CPU
  • Data analysis
  • Earth & Environment
  • + 5
  • Python
  • Shell
  • Jupyter Notebook
  • + 1
11
33
Logo for Cheetah

Cheetah

Fast and differentiable particle accelerator optics simulation for reinforcement learning and optimisation applications.

  • Automatic Differentiation
  • Differentiable Programming
  • Differentiable Simulation
  • + 7
  • Python
  • Jupyter Notebook
11
31
Logo for Oligo Designer Toolsuite

Oligo Designer Toolsuite

Oligo Designer Toolsuite is a collection of modules that provides all basic functionalities for custom oligo design pipelines as well as advanced experiment-specific functionalities like machine learning models for oligo specificity prediction within a flexible Python framework.

  • bioinformatics
  • oligonucleotide design
  • Probe Design
  • + 1
  • Python
  • Jupyter Notebook
7
31