cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.48804/dchl81
title: Replication Data for: Handling Uncertainty with Parametric Surrogate-Assisted Optimization for Dynamic Multi-Objective Problems

description: The input configuration and resulting metrics from several optimization algorithms applied to synthetic data generator. The configuration is described in config.yaml and setup.yaml, making it fully reproducibly through the shared code.
DOI: 10.48804/gkffts
title: Replication Data for: Air/water interfacial properties and thin film drainage dynamics of compositionally diverse wheat flour water extracts

description: It is known that the water-extractable (WE) components of wheat flour aid in the stabilization of foam-type foods, such as beer foams, cake batters, and bread doughs. However, the mechanisms by which they do so remain unclear. To fully understand the functional performance of WE wheat flour constituents in food foams, it is important to gain mechanistic insights into their air/water interfacial properties and the drainage dynamics of the thin liquid films between these interfaces. To this end, wheat flour aqueous extracts were prepared and either used as such, or modified by dialyzing out low molecular mass constituents, or both low molecular mass constituents and enzymatically hydrolyzed carbohydrates. This dataset contains (i) compositional analysis data on wheat aqueous extracts obtained using standard methods in the field of cereal science (1 .xlsx file), (ii) data on air/water interfacial rheology of wheat extract constituents (2 .xlsx files), (iii) data on the thin liquid film drainage dynamics of wheat extract constituents (3 .xlsx files), (iv) data on the foaming properties of wheat extract constituents (1 .xlsx file), and (v) representative thin film drainage videos (3 .mp4 files).
DOI: 10.48804/jt11hb
title: Replication Data for: Increasing brain half-life of antibodies by additional binding to myelin-oligodendrocyte glycoprotein, a CNS specific protein

description: This dataset contains raw data contributing to the publication 'Increasing brain half-life of antibodies by additional binding to myelin-oligodendrocyte glycoprotein, a CNS specific protein'. This publication is about the discovery of VHHs binding to mouse, human, and cynomolgus myelin oligodendrocyte glycoprotein (MOG), a CNS specific protein. When fused to antibodies shuttling the BBB through receptor mediated transcytosis, those anti-MOG VHHs decrease brain efflux of the fused antibodies leading to a dramatically increased brain half-life and a prolonged therapeutic effect of the fused antibodies.
DOI: 10.48804/4p8ioe
title: Instance files for PnP systems

description: This data repository contains the problem instance files that were used to validate the proposed optimization approaches for the multi-robot TD-PnP-TW problem. The instances vary in problem scale, were both small-scale (&lt;50 objects) and large-scale problems (&gt;10.000 objects). Moreover, they vary in the object density that is for the objects on the conveyor belt. With these both one-shot setting and continuous simulations can be performed to analyze and validate the optimization approaches.
DOI: 10.48804/zs8d6k
title: BelHouse3D: A Dataset for 3D Indoor Scene Point Clouds

description: The BelHouse3D dataset is a synthetic point cloud dataset for 3D indoor scene semantic segmentation. It is constructed using real-world references from 32 houses in Belgium, ensuring that the synthetic data closely aligns with real-world conditions. Additionally, it includes a test set with data occlusion to simulate out-of-distribution (OOD) scenarios, reflecting the occlusions commonly encountered in real-world point clouds. The dataset is used to benchmark both fully supervised and few-shot learning (FSL) segmentation models.
DOI: 10.48804/nr7398
title: Hardware Acceleration of the Prime-Factor and Rader NTT for BGV Fully Homomorphic Encryption

description: This dataset is a hardware architecture for the NTT targeting generalized cyclotomics within the context of the BGV FHE scheme. The design in this dataset achieves high throughput with optimized resource utilization, by leveraging parallel processing, pipelining, and reusing processing elements. Compared to Wu et al.’s VLSI architecture of the Bluestein NTT, the design's approach showcases 2× to 5× improved throughput and area efficiency. Simulation and implementation results on an AMD Alveo U250 FPGA demonstrate the feasibility of the proposed hardware design for FHE.
DOI: 10.48804/bmywca
title: Fast Evaluation of S-boxes with Garbled Circuits

description: This code extends the MP-SPDZ framework to implement the garbling scheme for SPN primitives described in the paper. It consists of the implementation, benchmarking scripts, benchmarking instructions and raw benchmark data.
The code can be used to reproduce the performance benchmark from the paper and/or to build new applications making use of the techniques. The implementation is a prototype implementation and has not been thoroughly checked to be secure or correct.
DOI: 10.48804/vublpb
title: Replication Data For: CISD2 counteracts the inhibition of ER-mitochondrial calcium transfer by anti-apoptotic BCL-2

description: This dataset includes all underlying data integrated in the publication in Loncke et al., 2024, BBA - MCR and contains all data necessary to replicate the published figures. The data consist of densitometric western blot data, numerical calcium traces of Fura-2 ratio and mtCEPIA emission over time, quantification of numerical parameters of intracellular calcium responses, as well as quantification of fluorescent SPLICS and MAMtracker Green probes. All data was acquired using HeLa cells.
DOI: 10.48804/acxort
title: Data for: the IS587 experiment Ni68(d,p) - transfer

description: Data for the IS587 experiment studying single particle states in 69 nickel. The 68Ni(d,p) reaction was performed with the ISOLDE Solenoidal Spectrometer (ISS) at ISOLDE, CERN. The raw data is divided into 20 zipped files (named Part1.zip to Part20.zip) to reduce the total storage size. Please read the README.txt for more info.
DOI: 10.48804/ztvmix
title: MSNER: Multilingual Spoken Named Entity Recognition Dataset

description: While extensively explored in text-based tasks, Named Entity Recognition (NER) remains largely neglected in spoken language understanding. Existing resources are limited to a single, English-only dataset. This paper addresses this gap by introducing MSNER, a freely available, multilingual speech corpus annotated with named entities. It provides annotations to the VoxPopuli dataset in four languages (Dutch, French, German, and Spanish). We have also releasing an efficient annotation tool that leverages automatic pre-annotations for faster manual refinement. This results in 590 and 15 hours of silver-annotated speech for training and validation, alongside a 17-hour, manually-annotated evaluation set. We further provide an analysis comparing silver and gold annotations. Finally, we present baseline NER models to stimulate further research on this newly available dataset.
DOI: 10.5281/zenodo.15082318
title: Single-crystal neutron diffraction on HoV6SN6 and ErV6Sn6 on SIKA
DOI: 10.5281/zenodo.15082319
title: Single-crystal neutron diffraction on HoV6SN6 and ErV6Sn6 on SIKA
DOI: 10.48804/n3hwow
title: UNSILENCE Teaching material dataset

description: This datasete include a game destined to high-school and university students. This dataset is linked to Public Engagement Work Package 4 of the MSCA project "UNSILENCE: Trafficking of girls and Catholic missionary networks in the South China Sea (18th-19th centuries): a transnational approach". The creation of thIs game serves to raise awareness about human trafficking, decolonisation in Asia and the importance of history in dealing with it. The dataset include the following files: 1. The rules and narration of UNSILENCE game. 2. A map that will help the players and storyteller to know the locations; and 3. the character sheets that will help the players to play UNSILENCE game. It also includes the README file to introduce and explain the project and the information required to understand this dataset.
DOI: 10.5281/zenodo.15082259
title: Modbus Normal and Malicious Network Traffic

description: Network traces of a  Factory I/O instances: Two pcap files contain normal data (ie. the factory operating normaly), one contains man-in-the-middle attack data and one contains probe attack data.
DOI: 10.5281/zenodo.15082260
title: Modbus Normal and Malicious Network Traffic

description: Network traces of a  Factory I/O instances: Two pcap files contain normal data (ie. the factory operating normaly), one contains man-in-the-middle attack data and one contains probe attack data.
DOI: 10.48804/dvdcjz
title: :unav

description: :unav
DOI: 10.48804/5xei0w
title: Replication Data for: Data Protection by Design 101: Dissecting, applying and supporting Article 25(1) GDPR

description: This dataset contains the supplementary materials supporting the findings presented in the thesis, as well the peer-reviewed publications that have resulted from the doctoral research. Its structure mirrors that of the manuscript with one folder per Chapter, each including a subfolder for the raw materials, and another subfolder for the papers.
DOI: 10.15468/dl.zmk4fw
title: Occurrence Download

description: A dataset containing 75 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "TaxonKey is Strobilanthes kunthiana (Wall. ex Nees) T.Anderson ex Benth."
 ]
}

 The dataset includes 75 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001721-250324175209820/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48804/q9ilz8
title: Steam network simulation data

description: This dataset contains observations of the simulation of an industrial steam network. The data was generated from a model created in the Modelica environment Dymola. The main components of the model were imported from the libraries ClaRa and TransiEnt. The primary purpose of this dataset is to fit models for energy flexibility controllers targeting the reduction of carbon emissions, energy costs, and steam blow-off. This data is generated by putting a PI controller in the control loop. It reads the pressure measurements at each steam header and operates the different steam generators and pressure reduction valves to track the nominal pressures of the plant. Multiple weeks' worth of data is provided, which affect the simulation via the electricity and natural gas prices, the carbon intensities of electricity and natural gas use, and the net steam consumption profiles at each steam header.
description: Dymola and Python
DOI: 10.48804/dvkb8u
title: F-PACK PRS and demographics

description: This dataset contains polygenic risk scores and basic demographics. The cohort of individuals from which these data is derived is the Flemish Prevent Alzheimer's Disease Cohort KU Leuven (F-PACK).
DOI: 10.48804/pn26r6
title: Manuale Lovaniense

description: excel files about textbooks printed between 1474 and 1650. It contains standard book historical data, such as the year, the title, identity of printers and publishers, bibliographical format etc.
I also uploaded a file with all the textbooks divided per faculty. This contains information about the subjects of the textbooks.
DOI: 10.15468/dl.pu7uth
title: Occurrence Download

description: A dataset containing 75 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "TaxonKey is Strobilanthes kunthiana (Wall. ex Nees) T.Anderson ex Benth."
 ]
}

 The dataset includes 75 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001723-250324175209820/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48804/h6g7kd
title: Bibliographies of printers in Louvain (16th-17th century)

description: An excel spreadsheet containing the bibliographies of sixteenth- and seventeenth-century printers in Louvain. It offers basic information and has to be seen as a starting point for research about these printers.
DOI: 10.48804/8lypuh
title: Replication Data for: "Wave-driven phase wave patterns in a ring of FitzHugh-Nagumo oscillators"

description: These Python scripts contain all the necessary functions to reproduce the results presented in the paper. The ".npy" and ".txt" files contain data, which can be replicated with the code, but are still required to run certain sections of the code. The scripts are further subdivided in cells that are thought to be run independently. Additional information on each data file and each cell of the script is given in the README.md file.
DOI: 10.15468/dl.rtt9em
title: Occurrence Download

description: A dataset containing 75 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "TaxonKey is Strobilanthes kunthiana (Wall. ex Nees) T.Anderson ex Benth."
 ]
}

 The dataset includes 75 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001722-250324175209820/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48804/becndq
title: Replication data for: "Establishing a co-culture aggregate of N-cycle bacteria to elucidate flocculation in biological wastewater treatment"

description: Raw data and metadata related to the recent research on the feasibility to exploit a model (N-cycle) consortium with reduced complexity to fundamentally study
bioﬂocculation. The purpose of the dataset is to allow replication of all figures and analyses as described in the corresponding publication and its supplementary information. It contains raw microscopic images, alongside qPCR, IC, and FCM data in text file format. All data was gathered in bench-scale bioreactors (and flasks) during short- to medium-term experimental runs, typically spanning hours to weeks, with data collected at regular intervals. A discussion on the results of these experiments is published elsewhere.
DOI: 10.48804/5ako6r
title: reMEDIAL NATURE: Medicinal Efficacy in Images and Words

description: Images of various media formats that depict a relation between nature, health, and knowledge (science).
DOI: 10.48804/a5ogmd
title: Replication Data for: Glucocorticoid treatment increases cholesterol availability during critical illness: effect on adrenal and muscle function. Lauren De Bruyn et al. Crit Care 2024.

description: Data integrated in the manuscript “Glucocorticoid treatment increases cholesterol availability during critical illness: effect on adrenal and muscle function”. 
Hypocholesterolemia hallmarks critical illness though the underlying pathophysiology is incompletely understood. As low circulating cholesterol levels could partly be due to an increased conversion to cortisol/corticosterone, we hypothesized that glucocorticoid treatment, via reduced de novo adrenal cortisol/corticosterone synthesis, might improve cholesterol availability and as such affect adrenal gland and skeletal muscle function. In a matched set of prolonged critically ill patients (n = 324) included in the EPaNIC RCT, a secondary analysis was performed to assess the association between glucocorticoid treatment and plasma cholesterol from ICU admission to day five. Next, in a mouse model of cecal ligation and puncture-induced sepsis, septic mice were randomized to receive either hydrocortisone (1.2 mg/day) (n = 17) or placebo (n = 15) for 5 days, as compared with healthy mice (n = 18). Plasma corticosterone, cholesterol, and adrenocortical and myofiber cholesterol were quantified. Adrenal structure and steroidogenic capacity were evaluated. Muscle force and markers of atrophy, fibrosis and regeneration were quantified. In a consecutive mouse study with identical design (n = 24), whole body composition was assessed by EchoMRI to investigate impact on lean mass, fat mass, total and free water. Methodology of data collection and processing is described in the method section of the manuscript DOI:10.1186/s13054-024-05079-8
DOI: 10.48804/bl6spg
title: East-Africa Food Literacy Questionnaire

description: Development and validation of a food literacy questionnaire relevant for East-Africa.
This dataset here comprises the different versions of the East-Africa Food Literacy Questionnaire.
DOI: 10.48804/kbivqi
title: Short Nutrition Literacy Scale

description: A short nutrition literacy questionnaire has been developed and validated. To properly handle and critically assess nutrition information, young adults (both general population and patient populations) need adequate levels of nutrition literacy.
The current scale is especially developed for this purpose.
DOI: 10.48804/fzcnfz
title: Dataset Family Medicine Program Jordan Erasmus +

description: To assess the Family Medicine program's outcome, we defined two research questions: what is the lived experience of trainers and trainees involved in it and what is its impact on the final assessment? 

In answer to the first question, we conducted focus group interviews with trainers and trainees after each cohort (2022 and 2023). Interviews were built in accordance with the Coreq checklist for interviews and analyzed following the Quagol guidelines for qualitative data analysis. The aim of the trainees’ focus groups was to get a feel for the experiences of the trainees involved in the project. For that purpose, we asked questions per aspect of education: What was good about the modules and what could be done better? These questions addressed particularly organization, content, curriculum delivery and learning environment. 
For the same purpose, we organized focus groups for the trainers. They were asked to reflect on their role as a teacher, experiences with the program (same themes as trainees) and with the peer sessions, more specifically since this concept was very new and challenging. 
The focus group interviews were audiotaped and transcribed. Trainees and trainers participated on a voluntary basis. The focus groups were led by the European partners and supported by the Jordanian faculty members. Arabic interpreting was provided since English proficiency was not always sufficient to delve deeper into themes.

At the beginning and the end of each cohort, trainees took an exam. This exam consisted of 50 multiple choice questions addressing primary care cases. All EPA-themes were equally represented. The exam was composed by both Jordanian and European partners and adjusted to the context. Formative, self-assessment was provided throughout the program and offered via assignments posted in the Teams learning environment. Completion of these exercises was obligatory and followed up by the faculty.
DOI: 10.48804/pf6o4j
title: Replication Data for: "Six decades of the FitzHugh-Nagumo model: A guide through its spatio-temporal dynamics and influence across disciplines"

description: The repository contains several Python scripts, one ".npy" file with data necessary to run a section of "abDiagram.py", and a "README.md" file with detailed documentation on how to use each script, including its subdivision into cells. The "README.md" also provides specific parameters for reproducing each figure from the publication.
DOI: 10.48804/hhd0wl
title: Wind farm scenarios for the North Sea for 2024 and 2030

description: Spatial datasets of 2 North Sea wind farm layouts used for the COSMO-CLM simulations of the FREEWIND project.

WF24: the operational layout in Q2 2024.
WF30: a projected layout for 2030 based on the Ostend declaration formulated in 2023.

The layouts are available as:
- Original vector files (ESRI shapefiles)
- NetCDF files on longitude-latitude grid at the model resolution (~2.8km).

More information on the FREEWIND project: https://freewind-project.eu/
DOI: 10.48804/w3wvi8
title: Food Literacy Tool for Personalized Food Literacy Guidance

description: Food literacy refers to all practicalities associated with healthy eating. Current food literacy tools are limited in practical use in clinical practice. Therefore, an integrated food literacy tool (IFLT) to assess food literacy and to personalize food literacy guidance was developed and validated.
DOI: 10.48804/u8wwyd
title: Replication Data for: Pruning Boolean d-DNNF Circuits Through Tseitin-Awareness

description: The code and data instances of the paper published at the ICTAI 2024 conference, "Pruning Boolean d-DNNF Circuits Through Tseitin-Awareness" by Vincent Derkinderen.

The dataset instances are ProbLog programs (text files), and README files (text files) that indicate where to find the additional instances of external sources. The code are python files that were used to perform the experiments in the cited paper.
DOI: 10.15468/dl.z3uc3d
title: Occurrence Download

description: A dataset containing 75 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "TaxonKey is Strobilanthes kunthiana (Wall. ex Nees) T.Anderson ex Benth."
 ]
}

 The dataset includes 75 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0001726-250324175209820/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48804/daeu0m
title: Code of "On the Hardness of Probaiblistic Neurosymbolic Learning"

description: Code to replicate all the experiments in the paper "On the Hardness of Probaiblistic Neurosymbolic Learning", published at ICML2024. The code can also be found at https://github.com/jjcmoon/hardness-nesy.

The limitations of purely neural learning have sparked an interest in probabilistic neurosymbolic models, which combine neural networks with probabilistic logical reasoning. As these neurosymbolic models are trained with gradient descent, we study the complexity of differentiating probabilistic reasoning. We prove that although approximating these gradients is intractable in general, it becomes tractable during training. Furthermore, we introduce WeightME, an unbiased gradient estimator based on model sampling. Under mild assumptions, WeightME approximates the gradient with probabilistic guarantees using a logarithmic number of calls to a SAT solver. Lastly, we evaluate the necessity of these guarantees on the gradient. Our experiments indicate that the existing biased approximations indeed struggle to optimize even when exact solving is still feasible.
DOI: 10.48804/ke0czt
title: Data and code for the paper "Inference and Learning in Dynamic Decision Networks Using Knowledge Compilation"

description: Dataset for reproducing the results of the paper "Inference and Learning in Dynamic Decision Networks Using Knowledge Compilation". The attached code and dataset is split in two parts: one for the inference and one for the learning experiments.
Each part contains instructions to run the code and reproduce the results, as well as the seeds used when randomised procedures were involved.
Some datasets are synthetically generated, in those cases the scripts to generate them are also provided. Moreover, the code to generate the plots and analyse the results are also provided here.
DOI: 10.48804/r3mhnz
title: Replication Data for: Unlocking Temperature Reduction of Cogeneration District Heating Networks through Automated Substation Retrofit

description: A dataset containing the structure, input parameters and optimization results of the heating network and substations used in the test case of the paper "Unlocking Temperature Reduction of Cogeneration District Heating Networks through Automated Substation Retrofit". The optimization results can be replicated using the methodology and formulations described in the paper.