KU Leuven Research Data Repository
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In situ soil moisture measurement data for sensor calibration and pooled measurement error modeling
No full textThis measurement dataset contains mean in situ measurement data from dielectric soil moisture sensors (TEROS 10) and manual soil moisture samples.
It is used to calibrate TEROS 10 sensors at 15 cm depth with soil moisture samples to represent the top 30 cm soil layer.
It is also used to quantify pooled systematic and random errors of the mean sensor measurements, using the soil moisture samples as reference measurement
Replication Data for: Exploring Adversarial Attacks on the MaSTer Truncation Protocol
No full textThis repository contains an implementation of the various attacks presented in the paper titled "Exploring Adversarial Attacks on the MaSTer Truncation Protocol". The code involves scripts simulating an attack on an MPC protocol running a machine learning inference in fixed-point arithmetics. The repository therefore also contains 5 different publicly available ML datasets (MNIST, CIFAR-10, MIT-BIH and PTB, VOICE, OBESITY) that are required for demonstrating the applicability of the research across different domains
A Fault Recognition Dataset for Eccentricity Faults in a Rotor-Eccentric Induction Motor
No full textA fault recognition dataset generated from a Magnetic Equivalent Circuit Model [1, 2] of a Cantoni 2SIE80-2B with a wye configuration at 230V and 50kHz and applied torque varying between 0Nm and 1.3Nm. The dataset contains 31,920 instances, divided into 25,530 for training and 6,390 for testing. It includes the stator currents, applied phase voltages, rotor speed, and rotor angle, all sampled at 5000Hz with windows of 256 samples. Check the README.txt file for further details about this dataset.
[1] P. Desenfans, Z. Gong, D. Vanoost, D. Pissoort, A Python Magnetic Equivalent Circuit Model for Rapid Data Generation of Induction Motors in Faulty Conditions. KU Leuven, Bruges, 2024.
[2] P. Desenfans, Z. Gong, D. Vanoost, K. Gryllias, J. Boydens, D. Pissoort, The influence of the unbalanced magnetic pull on fault-induced rotor eccentricity in induction motors. Journal of Vibration and Control. 2023
Replication Data for: Photodiode-based Domain Adversarial Transfer Learning of Lack of Fusion in Laser Powder Bed Fusion
No full textThis dataset contains photodiode readings and laser spot position data for SS316L parts, collected on a layer-by-layer basis. The experimental setup involved printing 11 samples, and for each layer, measurements were recorded from 11 corresponding cross sections on the powder bed. The dataset can be used to detect thermal anomalies in the powder bed
Multiplex and spatiotemporal detection of single-cell antibody secretions using protein-patterned microwells
No full textData used in the article entitled ' Multiplex and spatiotemporal detection of single-cell antibody secretions using protein-patterned microwells'. This database contains the original microscopy images etc. of: (i) PDMS microwell fabrication, (ii) protein patterning (inside microwells), and (iii) detection of antibodies secreted by cells. The data is subdivided into what was used for each figure in the article. The used software and script to perform data analysis are described in the article
Replication Data for: High-fidelity surrogate modeling for geometric deviation prediction
No full textThis dataset contains extracted shape features, thermal-related grayscale features, and corresponding internal surface deviation labels
Data acquire from PSIM for AI training
No full textThis data was acquire from a PSIM file to be used to train a PINN regression model, to explore modulation strategies. The automatization of PSIM, for multiple simulations in parallel was pursued using HYPERSTUDY. The topology used is a CMI inverter in the secondary side and a T inverter in the primary side. switching degrees of freedom are charged during the experiment
Replication Data for: Children’s Picture Books: A Systematic Analysis of Features in the Domain of Mathematics
No full textThis dataset encompasses all materials, data, and results associated with the manuscript titled "Children’s Picture Books: A Systematic Analysis of Features in the Domain of Mathematics."
Materials:
The dataset includes the coding scheme used to analyze the features of mathematical and non-mathematical picture books written in Dutch.
Data:
The data files include Excel sheets with completed coding entries for 145 Dutch picture books, an overall SPSS dataset, and details on the calculation of the inter-rater reliability (IRR) for the coding scheme.
Results:
The results section contains the SPSS syntax and output files used for the analyses presented in the publication.
For further details or to request access to specific files, please contact the corresponding researcher
Replication Data for: "Intersections Are Not Good for Your Privacy"
No full textSUMO simulation config, route and output (vTypeProbe) files.
There are files for route and vTypeProbe files. The latter part of the filename contains number (0-99) which indicates 100 different simulation runs. The output files contain the data of the simulated vehicle movement
Paired GBM data sets 2025
No full textSingle-cell spatial technologies (multiplex immunohistochemistry and transcriptomics) were applied to a cohort of 96 glioblastoma patients provided with longitudinal sampling (diagnosis and relapse upon standard-of-care chemoradiation) to dissect interactions between malignant and microenvironmental cells. This set contains data matrices of the spatial single-cell data