Forschungszentrum Jülich
AI4HPC
AI4HPC, part of CoE RAISE, is an open-source library to train AI models with CFD datasets on HPC systems. AI4HPC also includes a benchmarking suite to test the limits of any system with CPUs and GPUs towards Exascale and a HyperParameter Optimization (HPO) suite for scalable HPO tasks.
- Artificial Intelligence
- Computational Fluid Dynamics
- CPU
- + 4
AiiDA-KKR
This AiiDA plugin provides high-throughput automation and FAIR data management for the Jülich KKR codes.
- Data Visualization
- FAIR Data
- Information
- + 4
- Python
- Shell
- OpenEdge ABL
AiiDA-Spirit
AiiDA plugin for FAIR high-throughput spin-dynamics simulations with the Spirit code (http://spirit-code.github.io/).
- data managment
- Data Visualization
- FAIR Data
- + 5
- JavaScript
- Python
- HTML
- + 1
Alice2Modelica
This tool allows for the automated generation and calibration of white-box modelica room models based on a room description in the mini-language Modelica.
- Energy
- ESD
- ESD - Topic 2
- + 3
- Python
Alpaca
Alpaca (Automated Lightweight Provenance Capture) captures the provenance during the execution of Python scripts that process data and stores the information using a data model based on the the W3C PROV standard.
- FAIR Data
- Information
- metadata
- + 3
- Python
Arbor
Arbor is a high-performance library for computational neuroscience simulations with multi-compartment, morphologically-detailed cells, from single cell models to very large networks. Arbor is written from the ground up to help neuroscientists effectively use contemporary and future HPC systems.
- GPU
- High performance computing
- Neural network
- + 4
- C++
- AGS Script
- Python
- + 7
ARTIST
AI-enhanced differentiable Ray Tracer for Irradiation Prediction in Solar Tower Digital Twins
- Concentrated Solar Energy
- Differentiable Ray Tracing
- digital twin
- + 5
- Python
- TeX
AutoGaitA
AutoGaitA simplifies, accelerates, and standardises gait analyses after body posture tracking with deep learning algorithms in Python.
- biology
- Gait
- Locomotion
- + 3
- Python
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
- + 2
calibr8
calibr8 is a Python toolbox for likelihood-based calibration modeling and Bayesian inference. It supports uni- and multivariate problems, continuous & discrete distributions and includes ready to use models for many non-linear problems. It integrates with PyMC for advanced Bayesian inference.
- Calibration
- Data analysis
- Earth & Environment
- + 4
- Jupyter Notebook
- Python
CellDetection
An open-source Python package, offering advanced AI methods for the identification and segmentation of biomedical objects, such as cells, in image data. Includes trained models that work out-of-the-box for a wide range of use cases.
- cell counting
- cell detection
- cell segmentation
- + 9
- Python
- Dockerfile
ChASE
ChASE is a modern and scalable library to solve dense Hermitian (Symmetric) algebraic eigenvalue problems based on a spectral polynomial filter. The library is fully parallelized, and is particularly effective for sequences of eigenproblems as they often arise in electronic structure theory.
- C++
- Eigensolver
- GPU
- + 6
- C++
- Cuda
- CMake
- + 5