All software
Flow-Alert
A machine-learning and seismic data–driven model for early warning of channelized flows.
- debris (channelized) flows
- early warning
- event detection
- + 3
- Python
- Shell
GMGPolar
GMGPolar is a geometric multigrid solver using implicit extrapolation to raise the convergence order. It is based on meshes in tensor- or product-format. GMGPolar's focus applications are geometries that can be described by polar or curvilinear coordinates for which suited smoothing is available.
- Energy
- Geometric Multigrid
- High performance computing
- + 5
- C++
- Python
- Shell
- + 3
JuPedSim
JuPedSim is a framework designed to support students and researchers in investigating pedestrian dynamics and conducting research related to the development and validation of new models or model features. It enables the analysis of experiments and facilitates the proper visualization of results.
- Information
- Modeling
- open source
- + 3
- Python
- C++
- Jupyter Notebook
- + 3
SARvey - survey with SAR
Open-source InSAR time series analysis software developed within the project SAR4Infra. SARvey aims to analyze InSAR displacement time series for engineering applications.
- displacement
- engineering
- InSAR
- + 6
- Python
- Makefile
- Shell
GasNetSim
GasNetSim is a simulation package designed for gas network steady-state simulation. It supports the steady-state natural gas network simulations with different gas mixture compositions, thus enabling accurate analysis of the impacts of hydrogen injection on the gas network.
- Energy
- ESD
- ESD - Topic 2
- + 1
- Jupyter Notebook
- Python
KaMPIng - Karlsruhe MPI next generation
KaMPIng is a flexible and (near) zero-overhead C++ wrapper for MPI, covering the whole range of abstraction levels from low-level MPI calls to convenient STL-style bindings. This allows for both rapid prototyping and highly engineered distributed algorithms.
- C++
- High performance computing
- MPI
- + 1
- C++
- CMake
- Shell
- + 1
LUCYD
LUCYD - A Feature-Driven Richardson-Lucy Deconvolution Network
- deblurring
- deconvolution
- image enhancement
- + 1
- Python
Minterpy
Minterpy is an open-source Python package for multivariate polynomial interpolation as well as related tasks, like nonlinear polynomial regression, numerical integration, global optimization, level-set methods, and much more.
- Interpolation
- Modeling
- numerical Integration
- Python
mmpxrt
Raytracing code for x-ray spectrometers with (not only) mossaic crystals Helps with design and analysis of x-ray spectrometers. Useful tool for (rather) experienced physicist.
- Python
- CSS
- HTML
- + 2
nnDetection
nnDetection: A Self-configuring Method for Medical Object Detection
- 3d-object-detection
- biomedical image analysis
- Detection
- + 3
- Python
- Cuda
- Dockerfile
- + 3
PtyLab.m/py/jl
A cross-platform, open-source inverse modeling toolbox for conventional and Fourier ptychography
- computational physics
- Data analysis
- Data Visualization
- + 10
- Jupyter Notebook
- Python
BioAutoML - Democratizing Machine Learning in Life Sciences
BioAutoML automatically runs an end-to-end ML pipeline that can be effectively employed by non-experts. BioAutoML does not require specialized human assistance, i.e., it only needs a training dataset of biological sequences (FASTA files) to perform an end-to-end ML experiment.
- Artificial Intelligence
- Big data
- BioAutoML
- + 3
- Jupyter Notebook
- Python