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/
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
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)
Code and data belonging to the publication "Closed-loop Aspects of Data-Enabled Predictive Control"
Code and data belonging to the publication "Closed-loop Aspects of Data-Enabled Predictive Control"
- closed loop identification
- Data-driven control
- Data-enabled Predictive Control
- + 2
- (Markdown)
- (Matlab)
- (Other)
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
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
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
Code for the publication: Vibration-induced friction modulation for a general frequency of excitation
Code for the publication: Vibration-induced friction modulation for a general frequency of excitation
- Average friction
- Mechanical vibration
- Method of direct separation of motion
- + 1
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
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
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