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13-24 of 41

EuLerian Identification of ascending AirStreams - ELIAS 2.0

The ELIAS 2.0 software allows the identification of the footprints of rapidly ascending air streams in the atmosphere at substantially reduced computational costs compared to a conventional trajectory approach.

Atmospheric science
Earth & Environment
Machine learning
+ 1

Python
Jupyter Notebook

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

Radiative forcing of hypersonic aircraft trajectories

The software quantifies climate impact of hypersonic aircraft trajectories as a number and within seconds instead of very long numerical simulations that produce Petabytes of data. The input requires water vapor, hydrogen and nitrogen oxide emission data along flight trajectories.

airclim
aircraft
atmosphere
+ 10

Jupyter Notebook
Python

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

PtyLab.m/py/jl

A cross-platform, open-source inverse modeling toolbox for conventional and Fourier ptychography

computational physics
Data analysis
Data Visualization
+ 10

Jupyter Notebook
Python

BioAutoML - Democratizing Machine Learning in Life Sciences

BioAutoML automatically runs an end-to-end ML pipeline that can be effectively employed by non-experts. BioAutoML does not require specialized human assistance, i.e., it only needs a training dataset of biological sequences (FASTA files) to perform an end-to-end ML experiment.

Artificial Intelligence
Big data
BioAutoML
+ 3

Jupyter Notebook
Python

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

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

stream2segment

A Python library and command line application to download, process and visualize event-based seismic waveform segments, specifically designed to manage big volumes of data

Big data
data managment
Data Visualization
+ 5

Python
Jupyter Notebook
HTML
+ 1

SimCATS

Simulation of CSDs for Automated Tuning Solutions (SimCATS) is a python framework for simulating charge stability diagrams (CSDs) typically measured during the tuning process of qubits.

open source
python
Quantum Dots
+ 1

Jupyter Notebook
Python

ELECTRODE

ELECTRODE extends the atomistic simulation tool LAMMPS to model different types of electrochemical situations. Simulations are performed at constant potential or constant charge using different approaches to control potential or charge at the electrodes.

Constant Potential Method
Electrochemistry
Molecular Dynamics

C++
Tcl
Cuda
+ 24

GasNetSim

GasNetSim is a simulation package designed for gas network steady-state simulation. It supports the steady-state natural gas network simulations with different gas mixture compositions, thus enabling accurate analysis of the impacts of hydrogen injection on the gas network.

Energy
ESD
ESD - Topic 2
+ 1

Jupyter Notebook
Python