All software
Framework for the publication: MirrorLabs – creating similar learning environments for students all over Europe for human-robot coproduction
Framework for the publication: MirrorLabs – creating similar learning environments for students all over Europe for human-robot coproduction
- Augmented Reality
- Interactive Visualization
- robotics
- + 2
Global analysis of DNA methylation in hepatocellular carcinoma via a whole-genome bisulfite sequencing approach
Global analysis of DNA methylation in hepatocellular carcinoma via a whole-genome bisulfite sequencing approach
- DNA methylation analyses
- prognosis model
- WGBS (Whole Genome Bisulfite Sequencing)
HCOMP2022_ARCHIE
Analogy-based explanation evaluation dataset for HCOMP 2022 paper "It Is Like Finding a Polar Bear in the Savannah! Concept-level AI Explanations with Analogical Inference from Commonsense Knowledge."
- Analogy
- Commonsense Knowledge
- Concept-level Explanation
- + 1
- (Markdown)
- (Other)
- (Python)
ML-MoCap - Controller and Camera module Images
ML-MoCap - Controller and Camera module Images
- human movement
- markerless
- MarkerLess Motion Capture (ML-MoCap)
- + 1
MDStudio
A tool to run molecular dynamics workflows.
- High performance computing
- Real time data analysis
- Workflow technologies
- (CSS)
- (Dockerfile)
- (HTML)
- + 5
Blade Element Momentum Theory Code for Positive and Negative Thrust Propellers
Blade Element Momentum Theory Code for Positive and Negative Thrust Propellers
- BEM
- BEMT
- Blade Element Momentum Theory
- + 2
petcluster
Petrochemical cluster analysis tool
- complex networks
- Industrial cluster
- industrial ecology
- + 2
- (Markdown)
- (Other)
- (Python)
Scripts and data accompanying publication: "Manure matters: Prospects for regional banana-livestock integration for sustainable intensification in South-West Uganda"
Scripts and data accompanying publication: "Manure matters: Prospects for regional banana-livestock integration for sustainable intensification in South-West Uganda"
- cattle
- crop-livestock integration
- East African Highland Banana
- + 5
Bacting
Bacting is an open-source platform for chemo- and bioinformatics based on Bioclipse that defines a number of common domain objects and wraps common functionality, providing a toolkit independent, scriptable solution to handle data from the life sciences.
- bioinformatics
- Cheminformatics
- (Java)
- (TeX)
gammalearn
Deep Learning for Imaging Cherenkov Telescopes Data Analysis
- cta
- deep learning
- Gamma-ray telescopes
- + 1
- (Dockerfile)
- (Python)
orbitN
Symplectic integrator for near-Keplerian planetary systems
- astronomical solution
- astronomy
- N-body
- + 2
pdb2sql
Fast and versatile Python package that leverages SQL queries to parse, manipulate and process biomolecular structure files. The structure files should be in the PDB format and are available on www.rcsb.org.
- Big data
- Optimized data handling
- (Makefile)
- (Python)
- (TeX)
Turing Data Safe Haven
Data Safe Haven is an open-source framework for creating Trusted Research Environments (TREs) to analyse sensitive data. It provides a set of scripts that will allow you to deploy, administer and use your own TRE on Microsoft Azure cloud.
- Cloud
- cloud storage
- Infrastructure as code
- + 3
- (Dockerfile)
- (Jinja)
- (Python)
- + 3
WRFpy
WRFpy is a python application that provides an easy way to set up, run, and monitor Weather Research and Forecasting simulations
- Data Simulation
- python
- (Python)
Xenon command line interface
A command line interface for the Xenon library that allows you to use remote machines to do your computations.
- High performance computing
- (Batchfile)
- ("Common Workflow Language")
- (Dockerfile)
- + 2
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
Code underlying the publication: "PATE: Proximity-Aware Time series anomaly Evaluation"
Code underlying the publication: "PATE: Proximity-Aware Time series anomaly Evaluation"
- Anomaly detection
- Evaluation Metrics
- Precision
- + 2
- (Markdown)
- (Other)
- (Python)
- + 1
Hanson's Model in Frequency Domain - Tonal Noise of Rotors in Uniform Inflow
Hanson's Model in Frequency Domain - Tonal Noise of Rotors in Uniform Inflow
- Hanson's model
- Propeller Aeroacoustics
- Propeller Noise
- + 1
Hydrodynamic Analysis of Marine Structures-Marine Renewable Energies Lab (HAMS-MREL)
Hydrodynamic Analysis of Marine Structures-Marine Renewable Energies Lab (HAMS-MREL)
- BIEM
- HAMS
- HAMS-MREL
- + 4
MATLAB scripts created during the work on "Multi-Δt approach for peak-locking error correction and uncertainty quantification in PIV"
MATLAB scripts created during the work on "Multi-Δt approach for peak-locking error correction and uncertainty quantification in PIV"
- PIV (Particle Image Velocimetry)
- Uncertainty Quantification
mpcrl-for-ramp-metering
Source code for the publication: Reinforcement Learning with Model Predictive Control for Highway Ramp Metering
- Model predictive control
- Ramp Metering
- Reinforcement learning
- (Markdown)
- (Other)
- (Python)
- + 1
Multistage-PINN
Code underlying the publication: Multistage physics informed neural network for solving coupled multiphysics problems in material degradation and fluid dynamics
- Asphalt aging
- Multiphysics modeling
- Multistage learning
- + 2
- ("Jupyter Notebook")
- (Markdown)
- (Other)
Shoreline Evolution Model and Appendix A - Supplementary data to the manuscript Challenges and new strategies in assessing multidecadal shore platform sandy beach evolution from aerial imagery
Shoreline Evolution Model and Appendix A - Supplementary data to the manuscript Challenges and new strategies in assessing multidecadal shore platform sandy beach evolution from aerial imagery
- beach change
- beach toe
- beach volume
- + 4
Clustering Geo-data Cubes
Tool to perform cluster analysis of multi-dimensional geospatial data, running on local or distributed systems.
- Big data
- geospatial
- Machine learning
- + 1
- ("Jupyter Notebook")
- (Python)
- (TeX)
nlppln
A flexible solution to build text mining workflows that allows you to quickly combine Natural Language Processing tools from different sources.
- Text analysis & natural language processing
- ("Common Workflow Language")
- (Dockerfile)
- (Python)
COVID-19 Piedmont
COVID-19 Surveillance Data Modelling and Management Pipeline in Piedmont.
- Computational Epidemiology
- COVID-19
- COVID-19 Data
- + 14
- (Julia)
PuReGoMe
Analyzes social media messages for polarity and stance towards governmental COVID-19 measures
- Machine learning
- Social media
- ("Jupyter Notebook")
- (Python)
- (Shell)
pypfilt
A Sequential Monte Carlo (SMC, or "particle filter") Python package for online model estimation and probabilistic forecasting.
- Bayesian Inference
- Forecasting
- Sequential Monte Carlo
recipy
Effortless provenance tracking in Python
- Inter-operability & linked data
- Optimized data handling
- (CSS)
- (Gherkin)
- (HTML)
- + 2
Virtual Human Platform
The Virtual Human Platform (VHP) was developed through the VHP4Safety project to support chemical and pharmaceutical safety testing. VHP provides you with human-relevant tools and models for precision safety evaluation, helping you reduce reliance on laboratory animals.
- toxicology
- (CSS)
- (Dockerfile)
- (HTML)
- + 4
Code and data underlying the publication: Symmetrization of 2D Polygonal Shapes Using Mixed-Integer Programming
Code and data underlying the publication: Symmetrization of 2D Polygonal Shapes Using Mixed-Integer Programming
- Design
- Digitalization
- Shape optimization
- + 1
- (Automake)
- (C)
- (C++)
- + 3
Code supporting the paper: Sensitivity and feasibility of a one-dimensional morphoelastic model for post-burn contraction
Code supporting the paper: Sensitivity and feasibility of a one-dimensional morphoelastic model for post-burn contraction
- Burns
- Feasibility
- MATLAB
- + 4
DALES v4.2 modified for ammonia plume dispersion and blending-distance estimations
DALES v4.2 modified for ammonia plume dispersion and blending-distance estimations
- Ammonia
- Atmospheric ammonia
- blending distance
- + 7
SBSL
Data and code underlying the publication: Overcoming Selection Bias in Synthetic Lethality Prediction
- anti-cancer therapeutics
- computational prediction
- gene dependency
- + 3
Source code of the SWAN model: Free Infragravity Waves in the North Sea
Source code of the SWAN model: Free Infragravity Waves in the North Sea
- coastal waters
- Infragravity waves
- inland waters
- + 3
Uncertainty Specification and Analysis for Thermosphere Observations
Uncertainty Specification and Analysis for Thermosphere Observations
- Accelerometer
- GNSS tracking
- Mass density
- + 2
- (C)
- (C++)
- (Fortran)
- + 3
ece2cmor3
Process EC-Earth output to publish for CMIP6
- Big data
- High performance computing
- Optimized data handling
- (Python)
- (Shell)
jaspProcess
A JASP implementation of the PROCESS macro for SPSS
- Data Analysis
- Statistics
- Visualization
- (QML)
- (R)
MultilayerGraphs.jl
A Julia package for the creation, manipulation and analysis of the structure, dynamics and functions of multilayer graphs.
- Graphs
- Graph Theory
- Hierarchical Graphs
- + 10
- (Julia)
PanVA
Variant Analysis within Pangenomes.
- API
- Data Analysis
- pangenomics
- (CSS)
- (Dockerfile)
- (HTML)
- + 6
SPOT
SPOT is an interactive visualization tool for multi-dimensional data. It allows quick analysis of complex datasets and easy identification of correlations between variables.
- Big data
- Visualization
- (CSS)
- (Dockerfile)
- (JavaScript)
- + 2
xtas
the eXtensible Text Analysis Suite
- Text analysis & natural language processing
- (Java)
- (Python)
- (Shell)
[Artifact] Deductive Verification of Parameterized Embedded Systems modeled in SystemC
[Artifact] Deductive Verification of Parameterized Embedded Systems modeled in SystemC
- Deductive verification
- embedded systems
- parameterized systems
- + 2
Code complementing the paper "Feasibility Analysis of a Self-Reinforcing Electroadhesive Rotational Clutch"
Code complementing the paper "Feasibility Analysis of a Self-Reinforcing Electroadhesive Rotational Clutch"
- Clutch
- Electroadhesion
- self-reinforcement
- + 2
Data/software underlying the publication: Robust quantum-network memory based on spin qubits in isotopically engineered diamond
Data/software underlying the publication: Robust quantum-network memory based on spin qubits in isotopically engineered diamond
- distributed quantum computation
- entanglement distillation
dmpcrl-concept
Software for publication: Multi-agent reinforcement learning via distributed MPC as a function approximator
- ADMM
- alternating direction method of multipliers
- distributed model predictive control
- + 2
- (Markdown)
- (Other)
- (Python)
fedKMeans
Code supporting chapter 4 of the PhD thesis: Federated K-Means Clustering.
- Big data
- Clustering
- federated learning
- + 3
FedvsCent
Code supporting chapter 3 of the PhD thesis: "A comprehensive experimental comparison between federated and centralized learning Open Access"
- benchmark
- complex models
- Distributed data
- + 3