All software
Citation File Format
The Citation File Format lets you provide citation metadata for software or datasets in plaintext files that are easy to read by both humans and machines.
- FAIR
- Inter-operability & linked data
- (Python)
Mallob
Automated Reasoning in HPC and Cloud Environments: Scheduling, Solving, Proving
- automated reasoning
- High performance computing
- job scheduling
- + 2
- C++
- Shell
- Python
- + 4
Stable-Baselines3
Stable Baselines3 (SB3) is a set of reliable implementations of reinforcement learning algorithms in PyTorch.
- Machine learning
- robotics
- Python
- Shell
- Makefile
- + 1
Matlab code for Full Range Adaptive Cruise Control with Integrated Collision Avoidance Strategy
Matlab code for Full Range Adaptive Cruise Control with Integrated Collision Avoidance Strategy
- Adaptive Cruise Control
- collision avoidance algorithm
- Full speed range ACC
- + 2
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
- (Makefile)
- (Python)
- (R)
QTLTableMiner++
Extract gene-trait associations from scientific literature
- Inter-operability & linked data
- Text analysis & natural language processing
- (Java)
- (Shell)
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
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
Foot Progression Angle Estimation
Use a single Accelerometer and Gyroscope on the foot to determine foot progression angle during walking.
- FPA
- IMU
- Single sensor
- (MATLAB)
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
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