All software
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
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
PeTrack
PeTrack (Pedestrian Tracking) automatically extracts accurate pedestrian trajectories from video recordings (calibration, recognition, tracking). Individual codes enable personalized trajectories with static information of each participant. With ML techniques also markerless tracking is possible.
- Annotation
- Calibration
- Computer Vision
- + 20
- C++
- Python
- CMake
- + 2
DataLad
DataLad is a tool for the joint management of code, data, and their relationship, built on top of the version control systems Git & git-annex. It adapts principles of open-source software development & distribution to address challenges of data management, data sharing, & digital provenance capture.
- DataLad
- data managment
- data sharing
- + 8
- Python
- Shell
- Makefile
- + 4
NEST
NEST is a simulator for spiking neuronal networks. A well tested and efficient tool, NEST works on your laptop and also on the world’s largest supercomputers to study behaviour of large networks of neurons.
- Computational neuroscience
- exascale
- Modeling
- + 3
- C++
- Python
- CMake
- + 3
PDAF
PDAF - the Parallel Data Assimilation Framework is one of the most widely used a software frameworks for data assimilation. PDAF provides support for ensemble modeling and fully implemented data assimilation methods to merge models and observational data which let models learn from observations.
- Atmospheric science
- data assimilation
- Earth & Environment
- + 9
- Fortran
- Makefile
- Python
- + 3
XRAYPAC
A software package for modeling x-ray-induced dynamics of matter
- light-matter interaction
- radiation chemistry
- structural imaging
- + 3
- Fortran Free Form
- Python
- C
- + 2
CPlantBox
CPlantBox is a functional-structural plant-soil modelling framework. It simulated the 3D architecture of a plant, coupled carbon and water flow within the plant, water flow and solute transport in a 3D dynamic soil, as well as water and nutrient uptake, and rhizodeposition.
- C++
- FSPM
- functional-structural soil-plant model
- + 2
- Python
- C++
- CMake
- + 3
CADET
CADET provides hierarchical models, efficient solvers and computational engineering tools for a range of biotechnological processes, including chromatography, filtration, crystallization, and fermentation.
- adsorption
- chromatography
- compartment modelling
- + 4
- C++
- CMake
- C
- + 5
Earth System Model Evaluation Tool (ESMValTool)
- climate modelling
- Data analysis
- Earth & Environment
- + 4
- Python
- NCL
- R
- + 7
openCARP
openCARP is a multiscale cardiac electrophysiology simulator for in silico experiments ranging from single heart cells and cardiac tissue to organ models up to the body surface ECG.
- computational cardiology
- digital twin
- electrophysiology
- + 3
- C++
- Python
- CMake
- + 2
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