4TU
4TU.ResearchData is an international data repository for science, engineering and design. We offer research dataset curation, sharing, long-term access and preservation services to anyone, anywhere. You can find our archive at https://data.4tu.nl/
SWMM_GNN_Repository_Paper_version
SWMM GNN metamodel – Code for paper: Transferable and Data Efficient Metamodeling of Storm Water System Nodal Depths Using Auto-Regressive Graph Neural Networks
- GNN
- Graph neural networks
- Machine learning
- + 5
- ("Jupyter Notebook")
- (Markdown)
- (Other)
- + 2
AirSWMMv1.0
Code to incorporate entrapped air behaviour into SWMM (AirSWMM1.0)
- Air–water interface interaction
- Intermittent water supply
- Stormwater management model (SWMM)
- + 1
- (C)
- (Other)
Data and Model of Scale Down Simulator for Industrial Syngas Fermentation
Data and Model of Scale Down Simulator for Industrial Syngas Fermentation
- Fermentation
- Process scale-up
- Scale-down
- + 1
Software used in the publication "A Non-parametric Bayesian Network for multivariate probabilistic modelling of Weigh-in-Motion System Data”
Software used in the publication "A Non-parametric Bayesian Network for multivariate probabilistic modelling of Weigh-in-Motion System Data”
- axle load
- Bayesian Networks (BN)
- Weigh in motion
A Public Ground-Truth Dataset for Handwritten Circuit Diagram Images
A Public Ground-Truth Dataset for Handwritten Circuit Diagram Images
- CGHD
- Circuit Diagram
- CircuitGraph
- + 4
- (JSON)
- (Markdown)
- (Other)
- + 2
FAME_AMR_model
Data and code underlying Chapter 3 of the PhD thesis "Advanced Magnetocaloric Regenerators for Heat Pump Applications"
- layered AMR
- layering strategies
- magnetocaloric heat pump
- + 5
- (Other)
- (Python)
Models and Optimization Tools for a Novel 3D Printed Capacitive Shear Stress Sensor
Models and Optimization Tools for a Novel 3D Printed Capacitive Shear Stress Sensor
- Capacitive Modeling
- Capacitive Sensor
- Mechanical Modeling
- + 2
Source, documentation, tests: MACE: Automated Assessment of Stereochemistry of Transition Metal Complexes and its Applications in Computational Catalysis
Source, documentation, tests: MACE: Automated Assessment of Stereochemistry of Transition Metal Complexes and its Applications in Computational Catalysis
- automation
- chemoinformatics
- Computational Chemistry
- + 6
- (Automake)
- ("Chemical XYZ")
- (HTML)
- + 5
Software package C1 belonging to the paper: Cold pool dynamics shape the response of extreme rainfall events to climate change
Software package C1 belonging to the paper: Cold pool dynamics shape the response of extreme rainfall events to climate change
- iterative rain cell tracking
- precipitation patterns
- rainfall intensity
Gaussian FLORIDyn, Matlab implementation belonging to the paper: The revised FLORIDyn model: Implementation of heterogeneous flow and the Gaussian wake
Gaussian FLORIDyn, Matlab implementation belonging to the paper: The revised FLORIDyn model: Implementation of heterogeneous flow and the Gaussian wake
- FLOw Redirection and Induction Dynamics (FLORIDyn)
- systems and control theory
- wind currents
- + 1
What does a Text Classifier Learn about Morality? An Explainable Method for Cross-Domain Comparison of Moral Rhetoric - code
What does a Text Classifier Learn about Morality? An Explainable Method for Cross-Domain Comparison of Moral Rhetoric - code
- Ethics
- explainable artificial intelligence
- Morality
- + 3
- (Markdown)
- (Other)
- (Python)
Code underlying the publication: "RESTAD: Reconstruction and Similarity Transformer for time series Anomaly Detection"
Code underlying the publication: "RESTAD: Reconstruction and Similarity Transformer for time series Anomaly Detection"
- Anomaly detection
- Radial Basis Function (RBF) kernel
- Time Series
- + 1
- (Markdown)
- (Other)
- (Python)
- + 1