Lightning UQ Box
The lightning-uq-box is a PyTorch library that provides various Uncertainty Quantification (UQ) techniques for modern neural network architectures.
- Deep Learning
- python
- uncertainty quantification
- Python
mcodac
Calculation of pristine and damaged composite structures
- Fortran
- python
- CMake
- Python
MEmilio
MEmilio implements various models for infectious disease dynamics, from compartmental to agent-based models. Through efficient implementation and parallelization, MEmilio brings cutting edge and compute intensive models to a large scale, enabling high-resolution spatiotemporal disease dynamics.
- Agent-based Model
- C++
- compartmental model
- + 12
- C++
- Python
- CMake
- + 2
MESSy
MESSy is a software framework for the assembly of Earth System Models with components, which are numerical representations of processes in the Earth system. The unique feature of MESSy is its modular structure that facilitates continuous development and flexible model configurations.
- Aeronautics, Space and Transport
- Atmospheric science
- Earth & Environment
- + 5
micofam
MiCoFaM (Micromechanical Composite Fatigue Modeler) is a model generator for creating representative volume elements (RVEs) consisting of fibre, interface and matrix phases for a given fiber volume content with randomized fiber placements. The application is provided as an ABAQUS plug-in.
- Modeling
- python
- Simulation
MSS - Mission Support System
For discussion of the possibilites of research flights, the Mission Support System (MSS) was developed. This software helps to review a big amount of metereological and model data by viewing the forecasted parameters of interest along possible regions of a proposed flight path.
- Data Visualization
- Earth & Environment
- Flight Planning
- + 2
- Python
- HTML
- Shell
- + 1
MTRESS
MTRESS (Model Template for Renewable Energy Supply Systems) facilitates the creation of energy system optimisation models for individual residential and commercial buildings as well as for neighbourhoods and entire industrial properties.
- Energy
- ESD
- ESD - Topic 2
- Python
oemof.solph
oemof.solph is a model generator for energy system modelling and optimisation. It facilitates the formulation of (mixed-integer) linear programs from a generic graph-based structure, allowing to create multi-sector models on different levels of detail with user-defined time-resolution.
- Energy
- Energy System Analysis
- ESD
- + 2
- Python
PeriHub
PeriHub is a platform that provides a numerical implementation of the peridynamic theory. It is an extension of the open source Peridigm software. Peridynamics is a non-local theory that overcomes discontinuity problems of the classical theory of continuum mechanics.
- Data Visualization
- High performance computing
- Modelling
- + 2
- Python
- Vue
- TypeScript
- + 7
PeriLab
PeriLab is a Software to solve Peridynamic problems. It is written in Julia to overcome many issues related to the Software Peridigm.
- High performance computing
- julialang
- Peridynamics
- + 1
- Julia
- G-code
- Batchfile
- + 3
pyxmake
Harmonized interfaces and workflows to selected software development tools
- python
- Workflow Execution
- Dockerfile
quapps
is a software package containing a collection of exemplary application implementations based on quark.
- Discrete Optimization
- Ising Problem
- Optimization Problem
- + 3
- Jupyter Notebook
- Python
- Shell