cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.57760/sciencedb.26950
title: Simulation data of the sealing system in FLUENT.
title: 封盖系统在FLUENT中仿真分析数据

description: The data includes various stages of simulation analysis of the cover system mentioned in the paper under ANSYS, including the geometric structure of the cover, establishment of fluid and rotation domains, material property parameters, mesh division, boundary conditions, load and contact settings, selection of solution methods and iteration times and convergence conditions, simulation results, and so on. This data is used to simulate the resistance situation of the designed cover structure in the software, compare the theoretical calculation results, and verify the optimization for traditional grid type covers. 
description: The data includes various stages of simulation analysis of the cover system mentioned in the paper under ANSYS, including the geometric structure of the cover, establishment of fluid and rotation domains, material property parameters, mesh division, boundary conditions, load and contact settings, selection of solution methods and iteration times and convergence conditions, simulation results, and so on. This data is used to simulate the resistance situation of the designed cover structure in the software, compare the theoretical calculation results, and verify the optimization for traditional grid type covers.
DOI: 10.57760/sciencedb.27180
title: Dynamical chiral high-harmonic generation via subcycle symmetry engineering - DATA
title: Dynamical chiral high-harmonic generation via subcycle symmetry engineering - DATA

description: This dataset is the raw data for the manuscript Dynamic chiral high-frequency generation via sub cycle symmetry engineering, including the data shown in Figure 2-5. 
description: This dataset is the raw data for the manuscript Dynamic chiral high-frequency generation via sub cycle symmetry engineering, including the data shown in Figure 2-5.
DOI: 10.57760/sciencedb.27186
title: Multimodal datasets of in vitro dopaminergic neuron differentiation
title: Multimodal datasets of in vitro dopaminergic neuron differentiation

description: Widespread application of human pluripotent stem cell (PSC)-derived dopaminergic (DA) neurons for cell therapy or in vitro studies of Parkinson&rsquo;s disease (PD) requires standardization of cell products. This is currently challenging as there is no gold standard for defining the cell types produced using common differentiation protocols. Here we have generated a large single-cell RNA-sequencing time course (274,483 cells) dataset using two of the most widely used DA differentiation protocols. We supplemented this data with single-cell assay for transposase-accessible chromatin sequencing (244,697 cells). Side-by-side comparison of both multimodal datasets and metanalysis of previously reported single-cell RNA-sequencing datasets from other protocols, altogether amounting to 1,835,801 cells in total, revealed remarkable inter-protocol differences in cell specification trajectories, progenitor and DA neuron cell identities, surface markers for purification, contaminating cell types, and gene regulatory networks. In addition, the single-cell epigenetic profiling pinpointed putative target genes of noncoding genome-wide association studies (GWAS) loci relevant to PD. Our findings have implications for optimizing and standardizing cell products for in vitro studies for PD using human PSCs as well as clinical trials
description: Widespread application of human pluripotent stem cell (PSC)-derived dopaminergic (DA) neurons for cell therapy or in vitro studies of Parkinson&rsquo;s disease (PD) requires standardization of cell products. This is currently challenging as there is no gold standard for defining the cell types produced using common differentiation protocols. Here we have generated a large single-cell RNA-sequencing time course (274,483 cells) dataset using two of the most widely used DA differentiation protocols. We supplemented this data with single-cell assay for transposase-accessible chromatin sequencing (244,697 cells). Side-by-side comparison of both multimodal datasets and metanalysis of previously reported single-cell RNA-sequencing datasets from other protocols, altogether amounting to 1,835,801 cells in total, revealed remarkable inter-protocol differences in cell specification trajectories, progenitor and DA neuron cell identities, surface markers for purification, contaminating cell types, and gene regulatory networks. In addition, the single-cell epigenetic profiling pinpointed putative target genes of noncoding genome-wide association studies (GWAS) loci relevant to PD. Our findings have implications for optimizing and standardizing cell products for in vitro studies for PD using human PSCs as well as clinical trials
DOI: 10.57760/sciencedb.27185
title: Realization of quantum walks in multi-dimensional networks
title: Realization of quantum walks in multi-dimensional networks

description: Simulated data for figures in "Realization of quantum walks in multi-dimensional networks"
description: Simulated data for figures in "Realization of quantum walks in multi-dimensional networks"
DOI: 10.57760/sciencedb.27152
title: Undergraduates' Digital Literacy Before and After the Implementation of the Introduction to Computer Science Curriculum and Their Experiences
title: Undergraduates' Digital Literacy Before and After the Implementation of the Introduction to Computer Science Curriculum and Their Experiences

description: The data in this study consist of two components: (1) a measurement of digital literacy levels before and after the implementation of the Introduction to Computer Science curriculum, involving 75 undergraduate students from a comprehensive university in China. The measurement instrument was developed based on the Digital Competence Framework for Citizens 2.2; and (2) focus group interview transcripts from 10 students selected from the same sample, aimed at exploring their concrete experiences of developing digital literacy within the curriculum.
description: The data in this study consist of two components: (1) a measurement of digital literacy levels before and after the implementation of the Introduction to Computer Science curriculum, involving 75 undergraduate students from a comprehensive university in China. The measurement instrument was developed based on the Digital Competence Framework for Citizens 2.2; and (2) focus group interview transcripts from 10 students selected from the same sample, aimed at exploring their concrete experiences of developing digital literacy within the curriculum.
DOI: 10.57760/sciencedb.27136
title: Lepidoptera caterpillars and parasitoids from BEF-China experiment (2021-2024)
title: Lepidoptera caterpillars and parasitoids from BEF-China experiment (2021-2024)

description: This dataset comprises Lepidoptera caterpillars and parasitoids sampled from the BEF-China experiment during 2021–2024 (Wang et al. 2025, Biological Conservation).
description: This dataset comprises Lepidoptera caterpillars and parasitoids sampled from the BEF-China experiment during 2021–2024 (Wang et al. 2025, Biological Conservation).
DOI: 10.57760/sciencedb.26432
title: Damage Mechanisms of Mid-infrared Coating Components Induced by 2.1 μm Nanosecond Laser Pulses
title: 2.1 μm纳秒激光下中红外光学薄膜元件的损伤机理

description: Mid-infrared (MIR) lasers have important applications in atmospheric detection, materials processing, and laser medicine. However, the robustness of high-power MIR lasers is constrained by the low laser-induced damage resistance of optical coating components. This study, investigated laser-induced damage mechanisms of high-transmittance (HT) and percent-transmittance (PT) coating components susceptible to optical damage in high-power MIR lasers under 2.1 µm laser irradiation. Both HT and PT components showed the damage induced by significant thermal effects. Different damage morphologies were identified on the PT and HT coating surfaces of 2.1 µm PT components, characterized by dome-shaped bulges and funnel-shaped pits due to nodule defects and nano-absorptive precursors, respectively. The analysis of substrate effects on MIR multiband HT coatings (HT 1.9–2.2 & 3.5–4.8 µm) damage revealed that CaF2-based coatings showed higher susceptibility to mechanical interfacial damage compared to fused silica-based coatings, primarily attributed to higher coefficient of thermal expansion (CTE) of CaF2, which induced significant coating–substrate interfacial stress mismatch. These findings provide critical insights for the fabrication of durable MIR optical coatings, paving the way for advancing high-power MIR lasers with enhanced robustness.
description: Mid-infrared (MIR) lasers have important applications in atmospheric detection, materials processing, and laser medicine. However, the robustness of high-power MIR lasers is constrained by the low laser-induced damage resistance of optical coating components. This study, investigated laser-induced damage mechanisms of high-transmittance (HT) and percent-transmittance (PT) coating components susceptible to optical damage in high-power MIR lasers under 2.1 µm laser irradiation. Both HT and PT components showed the damage induced by significant thermal effects. Different damage morphologies were identified on the PT and HT coating surfaces of 2.1 µm PT components, characterized by dome-shaped bulges and funnel-shaped pits due to nodule defects and nano-absorptive precursors, respectively. The analysis of substrate effects on MIR multiband HT coatings (HT 1.9–2.2 & 3.5–4.8 µm) damage revealed that CaF2-based coatings showed higher susceptibility to mechanical interfacial damage compared to fused silica-based coatings, primarily attributed to higher coefficient of thermal expansion (CTE) of CaF2, which induced significant coating–substrate interfacial stress mismatch. These findings provide critical insights for the fabrication of durable MIR optical coatings, paving the way for advancing high-power MIR lasers with enhanced robustness.
DOI: 10.57760/sciencedb.27156
title: A Retrospective Analysis of Anomalies Associated with the 2021 Yangbi MS6.4 Earthquake in Yunnan Based on Cross-Spheric Electric Field Data
title: 基于跨圈层电场数据2021年云南漾濞MS6.4地震异常回溯性分析

description: A comprehensive study was conducted on the geoelectric field, near-surface atmospheric electric field, and ionospheric electric field in the vicinity of the 2021 Yangbi earthquake epicenter. The geoelectric field data were obtained from the digital geoelectric observation network operated by the China Earthquake Administration. The atmospheric electric field measurements were sourced from the ground-based Space Environment Monitoring Network (Meridian Project). The ionospheric electric field data were provided by China’s first seismo-electromagnetic satellite, Zhangheng-1 (China Seismo–Electromagnetic Satellite, CSES).
description: A comprehensive study was conducted on the geoelectric field, near-surface atmospheric electric field, and ionospheric electric field in the vicinity of the 2021 Yangbi earthquake epicenter. The geoelectric field data were obtained from the digital geoelectric observation network operated by the China Earthquake Administration. The atmospheric electric field measurements were sourced from the ground-based Space Environment Monitoring Network (Meridian Project). The ionospheric electric field data were provided by China’s first seismo-electromagnetic satellite, Zhangheng-1 (China Seismo–Electromagnetic Satellite, CSES).
DOI: 10.15468/dl.4nt8jf
title: Occurrence Download

description: A dataset containing 243579 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Lao People’s Democratic Republic",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 243579 records from 391 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070896-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ghs2ud
title: Occurrence Download

description: A dataset containing 200 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen, Occurrence evidence)",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Alsophila spinulosa (Wall. ex Hook.) R.M.Tryon"
 ]
}

 The dataset includes 200 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070910-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15306973
title: WORLD Workplace Discrimination Laws 2023

description: The WORLD Policy Analysis Center (WORLD) is committed to improving the quantity and quality of globally comparative data available to policymakers, citizens, civil society, and researchers on laws and policies that work to support human rights, including economic opportunity, social and civic engagement, human health, development, well-being, and equity. The WORLD Workplace Discrimination Laws 2023 dataset was created to assess progress on laws prohibiting discrimination in all aspects of work through a systematic review of labor and equality legislation across all 193 UN countries as of May 2023. The dataset covers discrimination in hiring, promotions and/or demotions, employer-provided training, pay, and terminations, as well as provisions to support effective implementation, such as by prohibiting indirect discrimination, requiring employers to take steps to prevent discrimination, and prohibiting all forms of retaliation for reporting discrimination or participating in investigations. Prohibitions of discrimination are assessed across race and/or ethnicity, gender and sex, disability status, religion, political affiliation, social class, age, migrant status, foreign national origin, marital status, pregnancy, care responsibilities, sexual orientation, gender identity, gender expression, and sex characteristics.
DOI: 10.15468/dl.pzpnuu
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Craugastor psephosypharus (Campbell, Savage & Meyer, 1994)"
 ]
}

 The dataset includes 8 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070911-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g4sbt4
title: Occurrence Download

description: A dataset containing 243579 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Lao People’s Democratic Republic",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 243579 records from 391 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070900-250525065834625/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.29421777
title: Mediation effects of age, intramuscular adipose tissue index and serum albumin on survival status in initial dialysis patients

description: To explore the associations of age, intramuscular adipose tissue index (IATI), and serum albumin with survival status in initial dialysis patients and the mediating effects. Totally 1,044 Chinese initial dialysis patients from four hospitals (2014-2020) were eventually enrolled and followed up to December 31, 2022 or until death in this retrospective cohort study. IATI was defined as the ratio of low attenuation muscle density to skeletal muscle density assessed by CT at the first lumbar vertebra level. Multivariate Cox regression and two-piecewise Cox proportional hazards models were used to determine the risk factors for all-cause mortality and to perform stratified analysis. Mediation analysis was conducted to identify mediators. High IATI, age &gt; 60 years, and low serum albumin were significant independent risk factors for all-cause mortality. The association between IATI and all-cause mortality remained significant in female patients, and those with low neutrophil/lymphocyte ratios, or without coronary heart disease. When age and IATI were categorical variables, age had a significant indirect effect on all-cause mortality (0.015) and survival time (-1.262) <i>via</i> IATI, while IATI indirectly influenced all-cause mortality through serum albumin (0.012). Age &gt; 60 years and high IATI are risk factors for all-cause mortality while serum albumin is protective in initial dialysis patients. The relationship between age and survival status may be mediated by IATI, while the effect of IATI on all-cause mortality may be mediated by serum albumin.
DOI: 10.6084/m9.figshare.29421777.v1
title: Mediation effects of age, intramuscular adipose tissue index and serum albumin on survival status in initial dialysis patients

description: To explore the associations of age, intramuscular adipose tissue index (IATI), and serum albumin with survival status in initial dialysis patients and the mediating effects. Totally 1,044 Chinese initial dialysis patients from four hospitals (2014-2020) were eventually enrolled and followed up to December 31, 2022 or until death in this retrospective cohort study. IATI was defined as the ratio of low attenuation muscle density to skeletal muscle density assessed by CT at the first lumbar vertebra level. Multivariate Cox regression and two-piecewise Cox proportional hazards models were used to determine the risk factors for all-cause mortality and to perform stratified analysis. Mediation analysis was conducted to identify mediators. High IATI, age &gt; 60 years, and low serum albumin were significant independent risk factors for all-cause mortality. The association between IATI and all-cause mortality remained significant in female patients, and those with low neutrophil/lymphocyte ratios, or without coronary heart disease. When age and IATI were categorical variables, age had a significant indirect effect on all-cause mortality (0.015) and survival time (-1.262) <i>via</i> IATI, while IATI indirectly influenced all-cause mortality through serum albumin (0.012). Age &gt; 60 years and high IATI are risk factors for all-cause mortality while serum albumin is protective in initial dialysis patients. The relationship between age and survival status may be mediated by IATI, while the effect of IATI on all-cause mortality may be mediated by serum albumin.
DOI: 10.34847/nkl.0c4d4v85
title: Élévation - Temples du Capitole

description: Restitution.
description: Plan, relevé, niveau, stratigraphie.../Plano, alzado, planta, estratigrafía...
description: Élévation/Alzado Mise au net/Dibujo limpio
description: 0570*0560
description: Trait/Dibujo lineal
description: Boîte 10
description: Coverage: Baelo Claudia
description: Coverage: Bolonia (Cádiz, España)
description: Coverage: Temples du Capitole/Templos del Capitolio
description: date: s.d.
description: coverage: Baelo Claudia
description: coverage: Bolonia (Cádiz, España)
description: coverage: Temples du Capitole/Templos del Capitolio
DOI: 10.15468/dl.35g9kf
title: Occurrence Download

description: A dataset containing 557358 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is iNaturalist Research-grade Observations",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Country is one of (Canada, Mexico, United States of America)",
 "EventDate is greater than or equal to 2025-06-01",
 "EventDate is less than or equal to 2025-07-01",
 {
 "not" : {
 "Issue" : [
 "is one of (Basis of record invalid, Coordinate reprojection failed, Coordinate reprojection suspicious, Coordinate precision invalid, Coordinate uncertainty meters invalid, Country mismatch, Country invalid, Geodetic datum invalid, Presumed swapped coordinate, Presumed negated longitude, Presumed negated latitude, Country coordinate mismatch)"
 ]
 }
 }
 ]
}

 The dataset includes 557358 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070904-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34847/nkl.0c4f8zyi
title: GA 2937 f.93r, f.93v, f.94r, f.94v and f.95r
title: NT.VMR Doc ID 32937

description: GA 2937 (GOP MS 122), f.93r, f.93v, f.94r, f.94v and f.95r; TEI/XML and HTML transcription and English HTML translation by Mina Monier (SNSF project MARK16).
description: Located by Mina Monier and H. A. G. Houghton at the Greek Orthodox Patriarchal Library of Alexandria in February 2018, GA 2937 is an alternating catena on the four Gospels. Palaeographically, it is dated to the 11th century (Parpulov, 2022). It is made of 263 parchment (240 × 200mm) folios. The Gospels conclude with the subscriptions known as the Jerusalem Colophons. The part of Mark extends between folios 42v to 95r. Its catena contains the Shorter Ending and several passages discussing the presence of the Long Ending in the different manuscripts the catenist accessed. After quoting Gregory of Nyssa (PG 96 cols. 644-5) and the letter of Isidore of Pelusium to Timothy the Reader (PG 78 col. 257-260) on the problem of counting the “three days” prior to the resurrection, the catenist concludes the Gospel of Mark with a passage, discussing the presence of the long ending in earlier copies. Mina Monier, SNSF MARK16 project, SIB Lausanne (CH), © CC-BY 4.0
description: Temporal: 32937
description: Bibliographic citation: GA 2937
description: Provenance: Greek Orthodox Patriarchate of Alexandria
description: Provenance: National Bank of Greece (Athens)
description: date: 11th century CE
DOI: 10.5281/zenodo.15751451
title: Sub-Electron Particle Discovery in LHC Open Data: Evidence for 730-Scaling and Symmetric Time

description: # Sub-Electron Particle Discovery in LHC Open Data

**Author:** André Luís Tomaz Dionísio  **ORCID:** 0009-0006-4648-3804  **Date:** June 27, 2025

## Summary

This repository contains the complete analysis revealing:- 5,032 events at 0.7 keV (Generation -3 sub-electrons)- 17,585 backward time propagation events- 1.3M orthogonal instant communications- Validation of 730-scaling law: m(n) = m_e × 730^(n/3)

## Quick Start

```bashpip install -r requirements.txtpython 03_Discovery_Data/generate_figures.pyKey DiscoveryThe 5,032 events at exactly 0.7 keV = 511 keV / 730 prove the existence of Generation -3 particles, extending the Standard Model to 9 generations.CitationIf using this data, please cite:Dionísio, A.L.T. (2025). Sub-Electron Particle Discovery in LHC Open Data [Data set]. Zenodo. https://doi.org/10.5281/zenodo.XXXXXXX

### 4. `REPRODUCIBILITY.md````markdown# Reproducing the Discovery

## Step 1: Download CERN Open DataDownload the ROOT files from links in `01_Raw_Data_Links/`

## Step 2: Install Dependencies```bashpip install -r requirements.txtStep 3: Run Analysisbash# Find sub-electronspython 02_Analysis_Scripts/kev.py [ROOT_FILE]

# Verify temporal anomalies  python 02_Analysis_Scripts/730.py [ROOT_FILE]

# Check orthogonal patternspython 02_Analysis_Scripts/orthogonal_rubens_analysis.pyExpected Results

Peak at 0.7 keV with ~5,000 events~17,000 backward time events~1.3M orthogonal propagations

### 5. `CITATION.cff````yamlcff-version: 1.2.0message: "If you use this dataset, please cite it as below."authors:  - family-names: Dionísio    given-names: André Luís Tomaz    orcid: https://orcid.org/0009-0006-4648-3804title: "Sub-Electron Particle Discovery in LHC Open Data"version: 1.0.0date-released: 2025-06-27url: "https://zenodo.org/record/XXXXXXX"doi: 10.5281/zenodo.XXXXXXX