All software
ARTIST
AI-enhanced differentiable Ray Tracer for Irradiation Prediction in Solar Tower Digital Twins
- Concentrated Solar Energy
- Differentiable Ray Tracing
- digital twin
- + 5
- Python
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
HoloWizard
HoloWizard is a software to reconstruct near-field holograms form x-ray microscopy experiments and other sources.
- Near-field holography
- Phase problem
- Phase retrieval
- + 2
- Python
- HTML
- Shell
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
FAME_AMR_model
Data and code underlying Chapter 3 of the PhD thesis "Advanced Magnetocaloric Regenerators for Heat Pump Applications"
- layered AMR
- layering strategies
- magnetocaloric heat pump
- + 5
- Other
- Python
MapReader
MapReader is an end-to-end computer vision (CV) pipeline for exploring and analyzing images at scale.
- computer vision
- digital humanities
- geospatial
- + 4
- Dockerfile
- Python
- Shell
- + 1
ChemSpaX: A Python tool for local chemical space exploration
ChemSpaX is a Python package that can be used for local chemical space exploration of any structure. This is done by placing substuents on a pre-defined skeleton. A substituent can be chosen from an existing library and can be attached to the skeleton.
- catalysis
- Chemistry
- python
- Python
- Shell
Reflectorch
Reflectorch is a Python package for the analysis of X-ray and neutron reflectivity data using Pytorch-based neural networks. It provides fast simulation of reflectometry curves by GPU, parameterization via YAML configuration files, and prior-aware training.
- Machine learning
- neutron
- open source
- + 3
- Python
- TeX
- Dockerfile
ESM-Tools
ESM-Tools is a toolbox to assist you in running climate and Earth System Model simulations.
- Earth & Environment
- Earth System Modelling
- FAIR Software
- + 11
- Shell
- Python
- Fortran
- + 5
Global Benchmark Database (GBD)
GBD is a comprehensive suite of tools for provisioning and sustainably maintaining benchmark instances and their metadata for empirical research on hard algorithmic problem classes.
- Data analysis
- FAIR Software
- Information
- + 4
- Python
- Shell
- JavaScript
- + 2
PeCon.py
PeCon.py is a Python-Software, that enables the calculation of the ionic and electronic conductivities of Perovskite-type ceramic materials, i.e. the conductivities within oxygen-transport ceramic membranes.
- Energy
- MTET
- open source
- + 1
Code supporting the paper: A Bayesian finite-element trained machine learning approach for predicting post-burn contraction
Code supporting the paper: A Bayesian finite-element trained machine learning approach for predicting post-burn contraction
- Feed-forward neural network
- Machine learning
- MATLAB
- + 5