All software
Code accompanying the paper "Modeling the effect of prior austenite grain size on bainite formation kinetics."
Code accompanying the paper "Modeling the effect of prior austenite grain size on bainite formation kinetics."
- Bainite
- Grain size
- Nucleation
- + 2
Model for the dynamic behaviour in magnetic nanoparticles: scripts and experimental data
Model for the dynamic behaviour in magnetic nanoparticles: scripts and experimental data
- Anisotropy
- Brownian relaxation
- Fokker-Planck equation
- + 5
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
DoE2Vec
DoE2Vec is a self-supervised approach to learn exploratory landscape analysis features from design of experiments. The model can be used for downstream meta-learning tasks such as learninig which optimizer works best on a given optimization landscape.
- Machine learning
- optimization
- python
- Python
- R
- Makefile
LaPy
LaPy is an open-source Python package for differential geometry on triangle and tetrahedra meshes. It includes an FEM solver to estimate the Laplace, Poisson or Heat equations, also the computations of gradients, divergence, mean-curvature flow, conformal mappings, geodesics, ShapeDNA and more.
- computational geometry
- FEM
- Laplace
- + 4
- Python
Mallob
Automated Reasoning in HPC and Cloud Environments: Scheduling, Solving, Proving
- automated reasoning
- High performance computing
- job scheduling
- + 2
- C++
- Shell
- Python
- + 4
perun
perun is a Python package that calculates the energy consumption of Python scripts by sampling usage statistics from hardware interfaces. It can handle MPI applications, gather data from hundreds of nodes, and accumulate it efficiently.
- Earth & Environment
- Energy
- FAIR Software
- + 2
- Python
pySDC
pySDC is a Python implementation of the spectral deferred correction approach and its flavors, esp. the parallel-in-time extension PFASST. It is intended for rapid prototyping and educational purposes. New ideas can be tested and first toy problems can be easily implemented.
- collocation
- high-performance computing
- Information
- + 4
- Jupyter Notebook
- Python
- C++
- + 2
Data and Optimisation model for space heating and committed emissions for the built environment
Data and Optimisation model for space heating and committed emissions for the built environment
- Carbon lock-in
- Committed carbon emissions
- Electrification of heating
- + 4
Software related to "Impact of optical aberrations on axial position determination by photometry"
Software related to "Impact of optical aberrations on axial position determination by photometry"
- Axial position
- Gaussian fitting
- Optical aberrations
- + 6
AWI GPT
Four tools - ClimSight, pangaeaGPT, AWI_chatbot, and CMIP6 search - use LLMs to enhance research and operations. pangaeaGPT aids dataset exploration, ClimSight provides location-specific climate insights, AWI_chatbot streamlines internal tasks at AWI, and CMIP6 search improves access to CMIP6 data.
- AWI Chatbot
- Climate
- ClimSight
- + 6
ClimSight
ClimSight is a tool designed to make localized climate information both accessible and actionable. By integrating large language models (LLMs) with geographical and climate data, ClimSight provides users with tailored, location-specific insights essential for a variety of applications.
- Climate
- climate modelling
- ClimSight
- + 1
- Python
- Dockerfile