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13-24 of 24

CellDetection

An open-source Python package, offering advanced AI methods for the identification and segmentation of biomedical objects, such as cells, in image data. Includes trained models that work out-of-the-box for a wide range of use cases.

cell counting
cell detection
cell segmentation
+ 9

Python
Dockerfile

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

Minterpy

Minterpy is an open-source Python package for multivariate polynomial interpolation as well as related tasks, like nonlinear polynomial regression, numerical integration, global optimization, level-set methods, and much more.

Interpolation
Modeling
numerical Integration

Python

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

LinMOG

LinMOG is a collection of tools for the generation of linear models for univariate and multivariate functions. Furthermore, the linear model can be automatically transformed into a MILP optimization formulation.

Energy
ESD
ESD - Topic 2
+ 3

Python

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

GMGPolar

GMGPolar is a geometric multigrid solver using implicit extrapolation to raise the convergence order. It is based on meshes in tensor- or product-format. GMGPolar's focus applications are geometries that can be described by polar or curvilinear coordinates for which suited smoothing is available.

Energy
Geometric Multigrid
High performance computing
+ 5

C++
Python
Shell
+ 3

GOAC

Global Optimization of Atomistic Configurations by Coulomb

Energy
Modeling
MTET
+ 1

Fortran Free Form
Python

ETHOS.HiSim - Household Infrastructure and Building Simulator

ETHOS.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
ESD - Topic 1
Modeling
+ 2

Python
Jupyter Notebook
TeX
+ 3

MERCY

The marine mercury cycling model MERCY v2.0 is a chemistry transport and bio-accumulation model for mercury (Hg). It implements all known processes for marine (pelagic and benthic) Hg cycling into a biogeochemical 3D ocean-ecosystem model. https://gmd.copernicus.org/preprints/gmd-2021-427/

Bioaccumulation
Chemistry Transport Modeling
Earth & Environment
+ 6

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

PeakPerformance

PeakPerformance is a Python toolbox for estimating peak areas from mass-spectrometry or HPLC datasets under uncertainty. It applies Bayesian inference using the PyMC library to parametric models of peak curves.

Data analysis
Earth & Environment
mass spectrometry
+ 4

Python
TeX