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13-24 of 37

HIPSTA

The HIPpocampal Shape and Thickness Analysis Toolbox (HIPSTA) present a geometry-based method for the analysis of local hippocampal thickness and curvature and constructs an intrinsic coordinate system (unrolling/flattening) for statistical analysis across multiple participants.

MRI
Neuroimaging
open source
+ 1

Python
Dockerfile

HiSim - Household Infrastructure and Building Simulator

HiSim is a Python package for simulation and analysis of household scenarios and building systems using modern components as alternative to fossil fuel based ones. This package integrates load profiles generation of electricity consumption, heating demand, electricity generation.

ESD - Topic 1
Modeling
python
+ 1

Python
Jupyter Notebook
TeX
+ 3

InteractiveVis

The InteractiveVis software framework provides a blueprint for evaluating 3D datasets with convolutional neural networks (CNNs), and for deriving and visualizing CNN relevance maps. This tool was developed and tested for disease detection in MRI scans. We plan to extend it to other domains.

Data Visualization
MRI
open source
+ 1

Jupyter Notebook
HTML
MATLAB
+ 5

JuPedSim

JuPedSim is a framework designed to support students and researchers in investigating pedestrian dynamics and conducting research related to the development and validation of new models or model features. It enables the analysis of experiments and facilitates the proper visualization of results.

Information
Modeling
open source
+ 3

Python
C++
Jupyter Notebook
+ 4

Kaapana

Kaapana is an open source toolkit for state of the art platform provisioning in the field of medical data analysis. The applications comprise AI-based workflows and federated learning scenarios with a focus on radiological and radiotherapeutic imaging.

data managment
Federated Learning
Image processing
+ 2

Python
Shell
Vue
+ 12

KeYmaera X

An aXiomatic Tactical Theorem Prover for Hybrid Systems

Axiom
Differential Dynamic Logic
Hybrid Systems
+ 3

Scala
JavaScript
Mathematica
+ 7

LiberTEM

LiberTEM is an open source platform for high-throughput distributed processing of large-scale binary data sets and live data streams using a stream-based programming model. The current focus is pixelated scanning transmission electron microscopy (4DSTEM) and scanning electron beam diffraction data.

4D STEM
electron microscopy
high-throughput
+ 3

Python
TypeScript
JavaScript
+ 6

Mallob

Decentralized job scheduling platform for HPC and cloud environments, featuring an award-winning distributed engine for automated reasoning (SAT solving)

automated reasoning
High performance computing
job scheduling
+ 1

C++
Shell
Python
+ 5

Materials Learning Algorithms

MALA (Materials Learning Algorithms) is a data-driven framework to accelerate electronic structure calculations based on machine learning. Its purpose is to construct neural-network surrogate models for bypassing computationally expensive steps in state-of-the-art density functional simulations.

DFT
machine-learning

Python
Fortran
Shell
+ 1

MLAir

MLAir (Machine Learning on Air data) is an environment that simplifies and accelerates the creation of new machine learning (ML) models for the analysis and forecasting of meteorological and air quality time series.

Python
Shell
Jupyter Notebook
+ 2

MooViE

MooViE is an easy-to-use tool to display multidimensional data with input-output semantics from all research domains. It supports researcher in studying the mapping of several inputs to several outputs in large multivariate data sets.

C++
Data Visualization

C++
CMake
Dockerfile
+ 2

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
JavaScript
+ 5