cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.18599051
title: SOME APPLICATIONS OF SYMMETRIC POLYNOMIALS

description:  Symmetric polynomials play a fundamental role in algebra and its applications due to their invariance under permutation of variables. This article investigates several theoretical and practical applications of symmetric polynomials and demonstrates how they simplify mathematical analysis. The study explains the relationship between polynomial roots and coefficients through elementary symmetric polynomials and highlights their usefulness in solving algebraic equations without explicit computation of roots. In addition, the combinatorial interpretation of symmetric polynomials is discussed, showing how algebraic identities correspond to counting principles. The paper also considers their role in simplifying multivariable systems, symbolic computation, and models involving interchangeable elements. Special attention is given to their relevance in modern computational mathematics and applied sciences. The obtained results confirm that symmetric polynomials provide both conceptual clarity and computational efficiency, making them a powerful tool in theoretical research and practical problem solving.
DOI: 10.5281/zenodo.18599050
title: SOME APPLICATIONS OF SYMMETRIC POLYNOMIALS

description:  Symmetric polynomials play a fundamental role in algebra and its applications due to their invariance under permutation of variables. This article investigates several theoretical and practical applications of symmetric polynomials and demonstrates how they simplify mathematical analysis. The study explains the relationship between polynomial roots and coefficients through elementary symmetric polynomials and highlights their usefulness in solving algebraic equations without explicit computation of roots. In addition, the combinatorial interpretation of symmetric polynomials is discussed, showing how algebraic identities correspond to counting principles. The paper also considers their role in simplifying multivariable systems, symbolic computation, and models involving interchangeable elements. Special attention is given to their relevance in modern computational mathematics and applied sciences. The obtained results confirm that symmetric polynomials provide both conceptual clarity and computational efficiency, making them a powerful tool in theoretical research and practical problem solving.
DOI: 10.5281/zenodo.18599031
title: Industrialization in Somalia
DOI: 10.5281/zenodo.18599032
title: Industrialization in Somalia
DOI: 10.5281/zenodo.16948678
title: Dataset and R Code for Correlates of Contestation Against Religious Authorities in Medieval Inquisitorial Testimonies

description: This deposit contains the dataset and R code necessary to reproduce all statistical analyses reported in the article “Correlates of Contestation Against Religious Authorities in Medieval Inquisitorial Testimonies”. The study examines 4,433 testimonies drawn from 20 inquisition registers across Latin Christendom (1243–1522), investigating how explicit contestations of religious authority correlate with dissident religious affiliation, gender, urban context, and chronology. (This is the second version, which incorporates all revisions requested by peer reviewers, editors, and authors' self-corrections.)

analyses.RComplete R script implementing the analysis workflow: descriptive statistics, register-level beta regression, testimony-level multilevel logistic regression, and random-forest permutation importance with bootstrap. Produces all tables and figures reported in the manuscript.

testimonies.tsvTab-separated, UTF-8 encoded file containing the testimony-level dataset (n = 4,433). Each row corresponds to one testimony.

Column documentation:d1_fname – Unique identifier of the document (string).d2_ter – Register short name (string; 20 registers in corpus).d3_title – First 20 characters of the text (for license/reproducibility checks).Y – Dependent variable: testimony contains contestation against religious authorities (1 = yes, 0 = no).x1_urban – Urban setting of the register (1 = urban, 0 = non-urban).x2_date – Mean date of the register (decimal year; .5 = 1 July).x3_deprel – Religious affiliation of the deponent (categorical: Apostles, Beguins, Cathars, Guglielmites, Lollards, Waldensians, Other_heterodox, Non_heterodox).x4_gender – Gender of the deponent (1 = male, 0 = female).c1_tok – Number of tokens (linguistic words) in the testimony (integer).c2_lex – Lexical diversity of the testimony (MTLD measure; float).c3_qf – Number of inquisitorial questions in the testimony (integer).

testimonies_variables.tsvTab-separated, UTF-8 encoded file, lookup table linking column names of testimonies.tsv to labels (used in tables and figures).

results.rdsOutput RDS object (produced by running the R code) containing testimonies, variables, fitted models, marginal effects, and bootstrap variable importance.

Figure1.png300dpi png file of Figure 1, generated by analyses.R
DOI: 10.5281/zenodo.18545853
title: Dataset and R Code for Correlates of Contestation Against Religious Authorities in Medieval Inquisitorial Testimonies

description: This deposit contains the dataset and R code necessary to reproduce all statistical analyses reported in the article “Correlates of Contestation Against Religious Authorities in Medieval Inquisitorial Testimonies”. The study examines 4,433 testimonies drawn from 20 inquisition registers across Latin Christendom (1243–1522), investigating how explicit contestations of religious authority correlate with dissident religious affiliation, gender, urban context, and chronology. (This is the second version, which incorporates all revisions requested by peer reviewers, editors, and authors' self-corrections.)

analyses.RComplete R script implementing the analysis workflow: descriptive statistics, register-level beta regression, testimony-level multilevel logistic regression, and random-forest permutation importance with bootstrap. Produces all tables and figures reported in the manuscript.

testimonies.tsvTab-separated, UTF-8 encoded file containing the testimony-level dataset (n = 4,433). Each row corresponds to one testimony.

Column documentation:d1_fname – Unique identifier of the document (string).d2_ter – Register short name (string; 20 registers in corpus).d3_title – First 20 characters of the text (for license/reproducibility checks).Y – Dependent variable: testimony contains contestation against religious authorities (1 = yes, 0 = no).x1_urban – Urban setting of the register (1 = urban, 0 = non-urban).x2_date – Mean date of the register (decimal year; .5 = 1 July).x3_deprel – Religious affiliation of the deponent (categorical: Apostles, Beguins, Cathars, Guglielmites, Lollards, Waldensians, Other_heterodox, Non_heterodox).x4_gender – Gender of the deponent (1 = male, 0 = female).c1_tok – Number of tokens (linguistic words) in the testimony (integer).c2_lex – Lexical diversity of the testimony (MTLD measure; float).c3_qf – Number of inquisitorial questions in the testimony (integer).

testimonies_variables.tsvTab-separated, UTF-8 encoded file, lookup table linking column names of testimonies.tsv to labels (used in tables and figures).

results.rdsOutput RDS object (produced by running the R code) containing testimonies, variables, fitted models, marginal effects, and bootstrap variable importance.

Figure1.png300dpi png file of Figure 1, generated by analyses.R
DOI: 10.15468/dl.x4rmsq
title: Occurrence Download

description: A dataset containing 29 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "GadmGid is ESP.8_1",
 "TaxonKey is Lepidium draba"
 ]
}

 The dataset includes 29 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005947-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2ghqwl
title: CCDC 2279240: Experimental Crystal Structure Determination

description: Related Article: Ilamparithy Selvakumar, Nils Boysen, Marco Bürger, Anjana Devi|2023|Chemistry|5|2038|doi:10.3390/chemistry5030138
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2ghqxm
title: CCDC 2279241: Experimental Crystal Structure Determination

description: Related Article: Ilamparithy Selvakumar, Nils Boysen, Marco Bürger, Anjana Devi|2023|Chemistry|5|2038|doi:10.3390/chemistry5030138
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2ghqyn
title: CCDC 2279242: Experimental Crystal Structure Determination

description: Related Article: Ilamparithy Selvakumar, Nils Boysen, Marco Bürger, Anjana Devi|2023|Chemistry|5|2038|doi:10.3390/chemistry5030138
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.2u6hs5
title: Occurrence Download

description: A dataset containing 403 records in GBIF matching the query:

 SELECT gbifid, datasetkey, specieskey, kingdom, phylum, class, "order", family, genus, species, scientificname, decimallatitude, decimallongitude, eventdate, institutioncode, "year" AS obs_year, basisofrecord, coordinateuncertaintyinmeters, issue
 FROM occurrence
 WHERE
 decimallatitude IS NOT NULL
 AND decimallongitude IS NOT NULL
 AND NOT ARRAY_CONTAINS(issue, 'ZERO_COORDINATE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_OUT_OF_RANGE')
 AND NOT ARRAY_CONTAINS(issue, 'COORDINATE_INVALID')
 AND NOT ARRAY_CONTAINS(issue, 'COUNTRY_COORDINATE_MISMATCH')
 AND "year" &gt;= 2015
 AND "year" &lt;= 2026
 AND coordinateuncertaintyinmeters IS NOT NULL
 AND coordinateuncertaintyinmeters &gt; 0
 AND coordinateuncertaintyinmeters &lt;= 200.0
 AND decimallatitude &gt;= 61.2993700571118
 AND decimallatitude &lt;= 66.79314043790278
 AND decimallongitude &gt;= 79.10424340471731
 AND decimallongitude &lt;= 98.78043152595286
 AND GBIF_Within('POLYGON ((98.780432 61.299370, 98.780432 66.793140, 79.104243 66.793140, 79.104243 61.299370, 98.780432 61.299370))', decimallatitude, decimallongitude) = TRUE
 

 The dataset's 403 records were derived from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005936-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7vz42a
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Calorezia nutans"
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005948-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18207146
title: Dataset: Influence of Charge distribution in the mechanism of  action of small-sized cationic peptides acting as  antibacterial agents. Theoretical and experimental  study.

description: This dataset accompanies a manuscript submitted to a peer-reviewed scientific journal and extends a previously published study on the mechanism of action of short antimicrobial peptides interacting with lipid vesicles. The present release includes additional computational and experimental data that substantially expand the scope and depth of the original work.

The dataset includes results for three short peptides representative of this class of compounds:PEP1: WQWWWWWQW-NH₂ (net charge +0)PEP2: RQWRRWWQR-NH₂ (net charge +4)PEP3: RKIRRKFKK-NH₂ (net charge +7)

New coarse-grained molecular dynamics simulations were performed for PEP3, complementing those previously reported for PEP1 and PEP2, and enabling a systematic evaluation of the role of peptide charge, hydrophobicity, and amphipathicity in membrane interaction and disruption. In addition, the dataset incorporates quantum-level analyses, including Quantum Theory of Atoms in Molecules (QTAIM) calculations and molecular electrostatic potential (MEP) maps, providing detailed insight into peptide–lipid interactions.

The computational data are complemented by experimental results, including peptide synthesis, antimicrobial activity assays, and the evaluation of key physicochemical parameters known to modulate antimicrobial activity. Together, these data support a mechanistic model in which short antimicrobial peptides follow a mode of action distinct from that of longer sequences, consistent with a three-step process involving membrane adsorption, cooperative accumulation to a critical surface concentration, and the onset of membrane mechanical instabilities leading to bilayer disruption.

The dataset is organized into two main directories. The Molecular_Dynamics directory contains all files required to reproduce the simulations, including force-field parameters, initial coordinates, topology files, and input/output files for vesicle and vesicle–peptide systems. The DATA directory includes scripts and corresponding input/output files used for post-processing and analysis with VMD and SuAVE, as well as QTAIM and MEP calculations. This repository is intended to ensure full reproducibility and to facilitate reuse of the data by the community.

 

For further details, please contact Ezequiel Frigini (enfrigini@unsl.edu.ar), Sergio Pantano (spantano@pasteur.edu.uy), Tamás Beke-Somfai (beke-somfai.tamas@ttk.mta.hu) and Ricardo D. Enriz (denriz@unsl.edu.ar).
DOI: 10.5281/zenodo.18207145
title: Dataset: Influence of Charge distribution in the mechanism of  action of small-sized cationic peptides acting as  antibacterial agents. Theoretical and experimental  study.

description: This dataset accompanies a manuscript submitted to a peer-reviewed scientific journal and extends a previously published study on the mechanism of action of short antimicrobial peptides interacting with lipid vesicles. The present release includes additional computational and experimental data that substantially expand the scope and depth of the original work.

The dataset includes results for three short peptides representative of this class of compounds:PEP1: WQWWWWWQW-NH₂ (net charge +0)PEP2: RQWRRWWQR-NH₂ (net charge +4)PEP3: RKIRRKFKK-NH₂ (net charge +7)

New coarse-grained molecular dynamics simulations were performed for PEP3, complementing those previously reported for PEP1 and PEP2, and enabling a systematic evaluation of the role of peptide charge, hydrophobicity, and amphipathicity in membrane interaction and disruption. In addition, the dataset incorporates quantum-level analyses, including Quantum Theory of Atoms in Molecules (QTAIM) calculations and molecular electrostatic potential (MEP) maps, providing detailed insight into peptide–lipid interactions.

The computational data are complemented by experimental results, including peptide synthesis, antimicrobial activity assays, and the evaluation of key physicochemical parameters known to modulate antimicrobial activity. Together, these data support a mechanistic model in which short antimicrobial peptides follow a mode of action distinct from that of longer sequences, consistent with a three-step process involving membrane adsorption, cooperative accumulation to a critical surface concentration, and the onset of membrane mechanical instabilities leading to bilayer disruption.

The dataset is organized into two main directories. The Molecular_Dynamics directory contains all files required to reproduce the simulations, including force-field parameters, initial coordinates, topology files, and input/output files for vesicle and vesicle–peptide systems. The DATA directory includes scripts and corresponding input/output files used for post-processing and analysis with VMD and SuAVE, as well as QTAIM and MEP calculations. This repository is intended to ensure full reproducibility and to facilitate reuse of the data by the community.

 

For further details, please contact Ezequiel Frigini (enfrigini@unsl.edu.ar), Sergio Pantano (spantano@pasteur.edu.uy), Tamás Beke-Somfai (beke-somfai.tamas@ttk.mta.hu) and Ricardo D. Enriz (denriz@unsl.edu.ar).
DOI: 10.5281/zenodo.18599072
title: MAKTABGACHA YOSHDAGI AQLI ZAIF BOLALARNI MAKTAB TA'LIMIGA TAYYORLASHDA NEYROPSIXOLOGIK TEXNOLOGIYALARDAN SAMARALI FOYDALANISH YO'LLARI

description: Ushbu maqolada maktabgacha yoshdagi aqli zaif bolalarni (intellektual rivojlanishida nuqsoni bo‘lgan bolalar) maktab ta’limiga tayyorlash jarayonida neyropsixologik texnologiyalardan samarali foydalanish yo‘llari ilmiy manbalar asosida tahlil qilinadi. Tadqiqotda bolalarning oliy psixik funksiyalarini shakllantirish, ijro funksiyalari, diqqat, xotira va nutq rivojlanishini qo‘llab-quvvatlashda neyropsixologik yondashuvning o‘rni yoritiladi. L.S. Vygotskiy, A.R. Luriya, A.V. Semenovich va boshqa olimlarning nazariy qarashlari hamda zamonaviy tadqiqotlar natijalari asosida neyropsixologik mashg‘ulotlar tizimi maktabga psixologik tayyorgarlikni oshirishda muhim vosita ekanligi asoslanadi.
DOI: 10.5281/zenodo.18599073
title: MAKTABGACHA YOSHDAGI AQLI ZAIF BOLALARNI MAKTAB TA'LIMIGA TAYYORLASHDA NEYROPSIXOLOGIK TEXNOLOGIYALARDAN SAMARALI FOYDALANISH YO'LLARI

description: Ushbu maqolada maktabgacha yoshdagi aqli zaif bolalarni (intellektual rivojlanishida nuqsoni bo‘lgan bolalar) maktab ta’limiga tayyorlash jarayonida neyropsixologik texnologiyalardan samarali foydalanish yo‘llari ilmiy manbalar asosida tahlil qilinadi. Tadqiqotda bolalarning oliy psixik funksiyalarini shakllantirish, ijro funksiyalari, diqqat, xotira va nutq rivojlanishini qo‘llab-quvvatlashda neyropsixologik yondashuvning o‘rni yoritiladi. L.S. Vygotskiy, A.R. Luriya, A.V. Semenovich va boshqa olimlarning nazariy qarashlari hamda zamonaviy tadqiqotlar natijalari asosida neyropsixologik mashg‘ulotlar tizimi maktabga psixologik tayyorgarlikni oshirishda muhim vosita ekanligi asoslanadi.
DOI: 10.15468/dl.7uk9fv
title: Occurrence Download

description: A dataset containing 1388 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "NetworkKey is 99d66b6c-9087-452f-a9d4-f15f2c2d0e7e",
 "TaxonKey is Chordata"
 ]
 },
 {
 "and" : [
 "Country is one of (United States of America)",
 "TaxonKey is one of (Blarina brevicauda [GBIF Backbone Taxonomy])",
 "BasisOfRecord is one of (Specimen, Human Observation, Material sample, Fossil)",
 "LifeStage is one of (Adult)"
 ]
 }
 ]
}

 The dataset includes 1388 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005949-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6ypq2a
title: Occurrence Download

description: A dataset containing 247 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Espeletia barclayana",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 247 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005951-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7ajr5n
title: Occurrence Download

description: A dataset containing 129353 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Thaleichthys",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 129353 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005911-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.48580/d4n5.v82
title: Catalogue of the Alucitoidea of the World
DOI: 10.48580/d4n5.v83
title: Catalogue of the Alucitoidea of the World
DOI: 10.15468/dl.xh5ad6
title: Occurrence Download

description: A dataset containing 1784 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Callicarpa bodinieri",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is Fossil"
 ]
 }
 }
 ]
}

 The dataset includes 1784 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005950-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.31306294
title: Summary biomechanics and energetics data of young adults walking before and after a soleus FES paradigm.

description: Participants completed 5-minute familiarization and baseline walking trials at 1.25 m/s. After baseline, electrodes were placed over the soleus and connected to DS7A stimulator (30 Hz, 200 μs) at each participant’s highest tolerable intensity. Two 5-minute FES walking trials were performed, with stimulation triggered when anterior–posterior ground reaction force exceeded 10% body weight. Following 20–25 minutes of rest, participants completed a 5-minute post-FES walking trial without stimulation.
DOI: 10.6084/m9.figshare.31306294.v1
title: Summary biomechanics and energetics data of young adults walking before and after a soleus FES paradigm.

description: Participants completed 5-minute familiarization and baseline walking trials at 1.25 m/s. After baseline, electrodes were placed over the soleus and connected to DS7A stimulator (30 Hz, 200 μs) at each participant’s highest tolerable intensity. Two 5-minute FES walking trials were performed, with stimulation triggered when anterior–posterior ground reaction force exceeded 10% body weight. Following 20–25 minutes of rest, participants completed a 5-minute post-FES walking trial without stimulation.
DOI: 10.15468/dl.czbudz
title: Occurrence Download

description: A dataset containing 99 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Petitella georgiae",
 "DecimalLatitude is not null",
 "DecimalLongitude is not null"
 ]
}

 The dataset includes 99 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005952-260208012135463/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.