Forschungszentrum Jülich
DL4PuDe
DL4PuDe is an AI-based framework that automatically detects pushing behavior in crowd videos, leading to a better understanding of pushing dynamics. This knowledge is crucial for better crowd management strategies and better design of public places, making public places more comfortable and safer.
- Artificial Intelligence
- Crowd Management
- Deep Learning
- + 3
- Jupyter Notebook
- Python
- Cuda
- + 2
eCLM
The enCore Community Land Model (eCLM) is based on the Community Land Model version 5, representing land surface processes including hydrology, biogeophysics, biogeochemistry and ecosystem dynamics.
- Biogeochemistry
- Earth System Modelling
- Land Surface Modelling
- Fortran
- CMake
- Perl
- + 6
Elephant
Elephant (Electrophysiology Analysis Toolkit) is an open-source, community centered library for the analysis of electrophysiological data in the Python programming language.
- data-analysis
- electrophysiology
- neurophysiology
- + 2
- Python
- C++
- Cuda
- + 1
Emipy
Emipy is a Python package to access, manipulate, analyze and visualize data on various pollutants, which is collected in the European Pollutant Release Register (E-PRTR). Therefore, it enables the easy use of this data for research in different fields (e.g., public health or energy system analysis).
- Data analysis
- Earth & Environment
- Energy
- + 3
- Python
ETHOS.FINE - Framework for Integrated Energy System Assessment
ETHOS.FINE provides a framework for modeling, optimizing and assessing energy systems. Systems with multiple regions, commodities and time steps can be modeled. Target of the optimization is the minimization of the total annual cost while considering technical and environmental constraints.
- Energy
- Energy planning
- ESD
- + 6
- Python
- Dockerfile
ETHOS.GLAES
GLAES is a framework for conducting land eligibility analyses and is designed to easily incorporate disparate geospatial information from a variety of sources into a unified solution.
- ESD
- ESD - Topic 1
- Python
- Batchfile
- Shell
- + 1
ETHOS.MO|DE.behave
ETHOS.MO|DE.behave is a Python-based software package for the estimation and simulation of discrete choice models. The purpose of this software is to enable rapid quantitative analysis of survey data on choice behavior, utilizing advanced discrete choice methods.
- ESD
- ESD - Topic 1
- Python
- TeX
ETHOS.PeNALPS
ETHOS.PeNALPS (Petri Net Agent based Load Profile Simulator) is a Python library for the simulation of load profiles of plants of industrial manufacturing processes. Load profiles are energy demand time series.
- Energy System Analysis
- ESD
- ESD - Topic 1
- + 4
- Python
- TeX
ETHOS.REFLOW
REFLOW is a workflow manager tool designed to streamline and automate tasks related to renewable energy potential analyses.
- ESD
- ESD - Topic 1
- Python
- Shell
- Jupyter Notebook
ETHOS.TISED
TISED (TIme SEries Downscaler) is part of ETHOS (Energy Transformation Pathway Optimization Suite) as a Python library for global downscaling of Global Horizontal Irradiance (GHI) from one hour resolution to one minute for energy system applications.
- Python
ETHOS.TSAM
tsam is a python package which uses different machine learning algorithms for the aggregation of time series.
- ESD
- ESD - Topic 1
- Python
ETHOS.zoomin
A spatial disaggregation workflow tool developed to disaggregate national decarbonisation pathways to LAU and other intermediate NUTS levels.
- database
- ESD
- ESD - Topic 1
- + 3
- Python
- Shell