cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5156/deas.1996.m.002
title: Scientific Use File Deutscher Alterssurvey (SUF DEAS) 1996, Version 2.0
title: Scientific Use File German Ageing Survey (SUF DEAS) 1996, Version 2.0

description: Der Deutsche Alterssurvey (DEAS) ist eine Langzeitstudie zum Wandel der Lebenssituationen und Alternsverläufe von Menschen, die sich in der zweiten Lebenshälfte befinden. Grundlage sind bundesweit repräsentative Befragungen im Quer- und Längsschnitt von jeweils mehreren tausend Teilnehmern im Alter ab 40 Jahren.<br><br>In den Erhebungsjahren 1996, 2002, 2008 und 2014 wurde je eine neue Basisstichprobe gezogen und in den Jahren 2002, 2008, 2011 und 2014 wurden frühere Teilnehmer erneut interviewt (Panel).<br><br>Im Jahr 1996 wurden (wie in den folgenden Jahren) folgende Themen erhoben:

       Beruflicher Werdegang, Arbeit und Ruhestand
       Außerberufliche Tätigkeiten und ehrenamtliches Engagement
       Partnerschaft, Familie und Generationenbeziehungen
       Haushalt und soziales Netzwerk
       Wohnen und Mobilität
       Ökonomische Lage und Vorsorge
       Soziale und finanzielle Unterstützung
       Lebensqualität und Wohlbefinden
       Gesundheit und Gesundheitsverhalten
       Hilfe- und Pflegebedürftigkeit
       Einstellungen, Normen, Werte und Altersbilder
description: The German Ageing Survey (DEAS) is a longitudinal survey for the analysis of life situations and biographies of people in the second half of their lives. The data is based on nationally representative surveying (cross-sectional and longitudinal) of some thousand participants from the age of 40 onwards.<br><br>Up to now data of the DEAS have been collected in 1996, 2002, 2008, 2011 and 2014. In 2002, 2008, 2011 and 2014, previous participants have been re-surveyed (panel).<br><br>In 1996 as in the following survey years, the following topics<br>have been conducted:

        Occupational Biography, Work and Retirement
        Social Participation and Voluntary Work
        Partnership, Family and Intergenerational Relations
        Household and Social Network
        Living Arrangements and Mobility
        Economic Status and Saving
        Social and Financial Support
        Quality of Life and Well-Being
        Health and Health-Related Behaviour
        Help and Care-Dependency
        Attitudes, Norms, Values and Images of Old Age 
description: Self-administered questionnaire: Paper
description: - persönliches Interview (PAPI)
description: - schriftlicher Fragebogen zum Selbstausfüllen
description: - personal interview (PAPI)
description: - drop-off questionnaire
description: Basisstichprobe (N=4838): Disproportional nach Alter (40-54, 55-69, 70-85 J.), Geschlecht und Landesteil (Ost, West) geschichtete Melderegisterstichprobe der in Privathaushalten lebenden deutschen Bevölkerung.
DOI: 10.17632/f97bwbypfd
title: Object-oriented programming as a tool for constructing high-order quantum-kinetic BBGKY equations

description: Theoretical methods based on the density matrix provide powerful tools for describing open quantum systems. However, such methods are complicated and intricate to be used analytically. Here we present an object-oriented framework for constructing the equation of motion of the correlation matrix at a given order within the quantum BBGKY hierarchy, which is widely used to describe the interaction of many-particle systems. The algorithm of machine derivation of equations includes the implementation of the principles of quantum mechanics and operator algebra. It is based on the description and use of classes in the Python programming environment. Class objects correspond to the elements of the equations that are derived: density matrix, correlation matrix, energy operators, commutator and several operators indexing systems. The program contains a special class that allows one to define a statistical ensemble with an infinite number of subsystems. For all classes, methods implementing the actions of the operator algebra are specified. The number of subsystems of the statistical ensemble for the physical problem and the types of subsystems between which pairwise interactions are possible are specified as an input parameters. It is shown that this framework allows one to derive the equations of motion of the fourth-order correlation matrix in less than one minute.
DOI: 10.17632/f97bwbypfd.1
title: Object-oriented programming as a tool for constructing high-order quantum-kinetic BBGKY equations

description: Theoretical methods based on the density matrix provide powerful tools for describing open quantum systems. However, such methods are complicated and intricate to be used analytically. Here we present an object-oriented framework for constructing the equation of motion of the correlation matrix at a given order within the quantum BBGKY hierarchy, which is widely used to describe the interaction of many-particle systems. The algorithm of machine derivation of equations includes the implementation of the principles of quantum mechanics and operator algebra. It is based on the description and use of classes in the Python programming environment. Class objects correspond to the elements of the equations that are derived: density matrix, correlation matrix, energy operators, commutator and several operators indexing systems. The program contains a special class that allows one to define a statistical ensemble with an infinite number of subsystems. For all classes, methods implementing the actions of the operator algebra are specified. The number of subsystems of the statistical ensemble for the physical problem and the types of subsystems between which pairwise interactions are possible are specified as an input parameters. It is shown that this framework allows one to derive the equations of motion of the fourth-order correlation matrix in less than one minute.
DOI: 10.17632/th6w74gwjm
title: ACFlow 2.0 : An open source toolkit for analytic continuation of quantum Monte Carlo data

description: Analytic continuation is an essential step in quantum Monte Carlo calculations. We present version 2.0 of the ACFlow package, a full-fledged open source toolkit for analytic continuation of quantum Monte Carlo simulation data. The new version adds support for three recently developed analytic continuation methods, namely the barycentric rational function approximation method, the stochastic pole expansion method, and the Nevanlinna analytical continuation method. The well-established maximum entropy method is also enhanced with the Bayesian reconstruction entropy algorithm. Furthermore, a web-based graphical user interface and a testing toolkit for analytic continuation methods are introduced. In this paper, we at first summarize the basic principles of the newly implemented analytic continuation solvers, and the most important improvements of ACFlow 2.0. Then a representative example is provided to demonstrate the new usages and features.
DOI: 10.17632/th6w74gwjm.2
title: ACFlow 2.0 : An open source toolkit for analytic continuation of quantum Monte Carlo data

description: Analytic continuation is an essential step in quantum Monte Carlo calculations. We present version 2.0 of the ACFlow package, a full-fledged open source toolkit for analytic continuation of quantum Monte Carlo simulation data. The new version adds support for three recently developed analytic continuation methods, namely the barycentric rational function approximation method, the stochastic pole expansion method, and the Nevanlinna analytical continuation method. The well-established maximum entropy method is also enhanced with the Bayesian reconstruction entropy algorithm. Furthermore, a web-based graphical user interface and a testing toolkit for analytic continuation methods are introduced. In this paper, we at first summarize the basic principles of the newly implemented analytic continuation solvers, and the most important improvements of ACFlow 2.0. Then a representative example is provided to demonstrate the new usages and features.
DOI: 10.17632/rnp3sb49vy
title: Data for Publication

description: This repository contains the research outputs obtained from the Homotopy Perturbation Method (HPM) and the Runge–Kutta fourth-order (RK–4) method. The dataset includes tabulated numerical values for skin friction coefficients and Nusselt numbers, along with graphical representations illustrating the behaviour of velocity and temperature profiles under the influence of different physical parameters. These files provide the computed results necessary for interpretation and verification of the study findings and are made available to support transparency, reproducibility, and future reuse by researchers.
DOI: 10.17632/rnp3sb49vy.1
title: Data for Publication

description: This repository contains the research outputs obtained from the Homotopy Perturbation Method (HPM) and the Runge–Kutta fourth-order (RK–4) method. The dataset includes tabulated numerical values for skin friction coefficients and Nusselt numbers, along with graphical representations illustrating the behaviour of velocity and temperature profiles under the influence of different physical parameters. These files provide the computed results necessary for interpretation and verification of the study findings and are made available to support transparency, reproducibility, and future reuse by researchers.
DOI: 10.17632/97fyhmrz76
title: Isochoric model - I

description: There are 4 Excel files with the partial molar Gibbs energies (G2) of ions at the saturated water vapor pressure, P = 100 MPa and P = 500 MPa, and the ionization constants in water for CO2, H2S and NH3 at different temperatures and pressures, calculated within "isochoric" model.
DOI: 10.17632/97fyhmrz76.1
title: Isochoric model - I

description: There are 4 Excel files with the partial molar Gibbs energies (G2) of ions at the saturated water vapor pressure, P = 100 MPa and P = 500 MPa, and the ionization constants in water for CO2, H2S and NH3 at different temperatures and pressures, calculated within "isochoric" model.
DOI: 10.17632/wdf9bvwhns
title: Chromo: A high-performance python interface to hadronic event generators for collider and cosmic-ray simulations

description: Simulations of hadronic and nuclear interactions are essential in both collider and astroparticle physics. The Chromo package provides a unified Python interface to multiple widely used hadronic event generators, including EPOS, DPMJet, Sibyll, QGSJet, and Pythia. Built on top of their original Fortran and C++ implementations, Chromo offers a zero-overhead abstraction layer suitable for use in Python scripts, Jupyter notebooks, or from the command line, while preserving the performance of direct calls to the generators. It is easy to install via precompiled binary wheels distributed through PyPI, and it integrates well with the Scientific Python ecosystem. Chromo supports event export in HepMC, ROOT, and SVG formats and provides a consistent interface for inspecting, filtering, and modifying particle collision events. This paper describes the architecture, typical use cases, and performance characteristics of Chromo and its role in contemporary astroparticle simulations, such as in the MCEq cascade solver.
DOI: 10.17632/wdf9bvwhns.1
title: Chromo: A high-performance python interface to hadronic event generators for collider and cosmic-ray simulations

description: Simulations of hadronic and nuclear interactions are essential in both collider and astroparticle physics. The Chromo package provides a unified Python interface to multiple widely used hadronic event generators, including EPOS, DPMJet, Sibyll, QGSJet, and Pythia. Built on top of their original Fortran and C++ implementations, Chromo offers a zero-overhead abstraction layer suitable for use in Python scripts, Jupyter notebooks, or from the command line, while preserving the performance of direct calls to the generators. It is easy to install via precompiled binary wheels distributed through PyPI, and it integrates well with the Scientific Python ecosystem. Chromo supports event export in HepMC, ROOT, and SVG formats and provides a consistent interface for inspecting, filtering, and modifying particle collision events. This paper describes the architecture, typical use cases, and performance characteristics of Chromo and its role in contemporary astroparticle simulations, such as in the MCEq cascade solver.
DOI: 10.17632/jmfzw54prt
title: Listening to Local Communities Sustains Functional Diversity in Ecological Restoration of Dry Forest Landscapes, Silva et al. 2026

description: This dataset contains all data and R scripts used for the analyses presented in Listening to Local Communities Sustains Functional Diversity in Ecological Restoration of Dry Forest Landscapes, Silva et al. 2026.
DOI: 10.17632/jmfzw54prt.2
title: Listening to Local Communities Sustains Functional Diversity in Ecological Restoration of Dry Forest Landscapes, Silva et al. 2026

description: This dataset contains all data and R scripts used for the analyses presented in Listening to Local Communities Sustains Functional Diversity in Ecological Restoration of Dry Forest Landscapes, Silva et al. 2026.
DOI: 10.17632/jspjxy3z66
title: HepLib: a C++ library for high energy physics (version 1.2)

description: The version 1.2 of the HepLib (a C++ Library for computations in High Energy Physics) is presented. HepLib builds on top of other well-established libraries or programs, including GINAC, FLINT, FORM, FIRE, etc., its first version has been released in Comput. Phys. Commun. 265, 107,982 (2021). Here we provide another minor upgraded version 1.2, in which the internal depended libraries or programs are updated to their latest versions, several bugs are fixed, many functional performances are improved, and lots of new features are also introduced. We also carry out experimental tests on the program FIRE, employing FLINT to enhance its performance with multivariate polynomials in the integrate-by-parts (IBP) reduction.
DOI: 10.17632/jspjxy3z66.3
title: HepLib: a C++ library for high energy physics (version 1.2)

description: The version 1.2 of the HepLib (a C++ Library for computations in High Energy Physics) is presented. HepLib builds on top of other well-established libraries or programs, including GINAC, FLINT, FORM, FIRE, etc., its first version has been released in Comput. Phys. Commun. 265, 107,982 (2021). Here we provide another minor upgraded version 1.2, in which the internal depended libraries or programs are updated to their latest versions, several bugs are fixed, many functional performances are improved, and lots of new features are also introduced. We also carry out experimental tests on the program FIRE, employing FLINT to enhance its performance with multivariate polynomials in the integrate-by-parts (IBP) reduction.
DOI: 10.17632/35m6gpmjnn
title: Impact and Improvement of the Short and Long-Term High Temperature Exposure of the Volume Deformation of Bentonite

description: Consolidation test results
DOI: 10.17632/35m6gpmjnn.1
title: Impact and Improvement of the Short and Long-Term High Temperature Exposure of the Volume Deformation of Bentonite

description: Consolidation test results
DOI: 10.17632/zgpr62n6gj
title: Detailed results and solutions for the 3L-CVRP

description: This dataset contains the detailed computational results and best solutions obtained in the study “Logic-based Benders decomposition for the three-dimensional loading capacitated vehicle routing problem with time windows.” The data include benchmark instances from the literature and the corresponding solutions generated by the proposed mathematical formulations and decomposition approaches.

The repository is organized as follows:

Folders “Gendreau et al. (2006)”, “Kuçuk and Yildiz (2022)”, and “Moura and Oliveira (2009)”: contain the best solutions obtained for each instance, including both vehicle routes and the three-dimensional placement of boxes inside the containers.

File “Detailed Results”: provides complete computational results for all experiments performed in the study. Each worksheet corresponds to a set of benchmark instances and reports the following information:

- Objective value of the solution.
- Lower bound computed by Gurobi (“lb”).
- Number of undefined solutions with objective values below the incumbent (“ns”).
- Value of the best undefined solution (“vs”).
- Optimality gap between the integer solution and the minimum of “lb” and “vs.”
- Total runtime in seconds.
DOI: 10.17632/zgpr62n6gj.2
title: Detailed results and solutions for the 3L-CVRP

description: This dataset contains the detailed computational results and best solutions obtained in the study “Logic-based Benders decomposition for the three-dimensional loading capacitated vehicle routing problem with time windows.” The data include benchmark instances from the literature and the corresponding solutions generated by the proposed mathematical formulations and decomposition approaches.

The repository is organized as follows:

Folders “Gendreau et al. (2006)”, “Kuçuk and Yildiz (2022)”, and “Moura and Oliveira (2009)”: contain the best solutions obtained for each instance, including both vehicle routes and the three-dimensional placement of boxes inside the containers.

File “Detailed Results”: provides complete computational results for all experiments performed in the study. Each worksheet corresponds to a set of benchmark instances and reports the following information:

- Objective value of the solution.
- Lower bound computed by Gurobi (“lb”).
- Number of undefined solutions with objective values below the incumbent (“ns”).
- Value of the best undefined solution (“vs”).
- Optimality gap between the integer solution and the minimum of “lb” and “vs.”
- Total runtime in seconds.
DOI: 10.17632/j54dcgyz7x
title: Dataset on the Case of Integrated Strategy for Tourist Valorisation of National Park Skadar Lake - Montenegro

description: The presented dataset provides essential information regarding the Integrated Strategy for the Tourist Valorisation of Skadar Lake in Montenegro, specifically concerning the sustainable and resilient scenarios for tourism development in the National Park of Skadar Lake, as illustrated in Maps 1-3 along with the guidelines for the implementation of the chosen scenario 3. The data may be used by researchers, experts, and decision-makers in the tourist industry in several ways: 

- Professionals, decision-makers, and academics may use the data outlining scenarios 1-3 to formulate resilient tourism plans in analogous contexts;
- Decision-makers may use the facts shown in Table 1. As a measurement and implementation mechanism;
- Professionals and academics may further create tools and criteria that assist integrated monitoring systems for such methods.

The strategy is fully available at https://raf.arh.bg.ac.rs/handle/123456789/2938
DOI: 10.17632/j54dcgyz7x.1
title: Dataset on the Case of Integrated Strategy for Tourist Valorisation of National Park Skadar Lake - Montenegro

description: The presented dataset provides essential information regarding the Integrated Strategy for the Tourist Valorisation of Skadar Lake in Montenegro, specifically concerning the sustainable and resilient scenarios for tourism development in the National Park of Skadar Lake, as illustrated in Maps 1-3 along with the guidelines for the implementation of the chosen scenario 3. The data may be used by researchers, experts, and decision-makers in the tourist industry in several ways: 

- Professionals, decision-makers, and academics may use the data outlining scenarios 1-3 to formulate resilient tourism plans in analogous contexts;
- Decision-makers may use the facts shown in Table 1. As a measurement and implementation mechanism;
- Professionals and academics may further create tools and criteria that assist integrated monitoring systems for such methods.

The strategy is fully available at https://raf.arh.bg.ac.rs/handle/123456789/2938
DOI: 10.17632/5fp5hv38m5
title: Sea spray may suppress wintertime lightning activity over the Eastern Mediterranean Sea

description: Excel workbook containing SOM tables/figures supporting analysis of 248,146 CG lightning events (ENTLN, 2017–2024) in Israeli Mediterranean EEZ vs. Hadera pier winds (Ws), waves (Hs), and parameterized sea-spray flux (SSF).
DOI: 10.17632/5fp5hv38m5.1
title: Sea spray may suppress wintertime lightning activity over the Eastern Mediterranean Sea

description: Excel workbook containing SOM tables/figures supporting analysis of 248,146 CG lightning events (ENTLN, 2017–2024) in Israeli Mediterranean EEZ vs. Hadera pier winds (Ws), waves (Hs), and parameterized sea-spray flux (SSF).
DOI: 10.17632/98xhgmtfxs
title: Fatores associados as risco de violência intrafamiliar em pessoas idosas residentes na zona rural

description: Pesquisa quantitativa, transversal e analítica, realizada com pessoas idosas residentes em área rural de um município da Bahia (Brasil). Coleta de dados conduzida no período de março a setembro de 2025, por amostragem não probabilística. Utilizou-se três instrumentos: Hwalek-sengstock elder abuse screening test, escala de depressão geriátrica e formulário semiestruturado.
DOI: 10.17632/98xhgmtfxs.1
title: Fatores associados as risco de violência intrafamiliar em pessoas idosas residentes na zona rural

description: Pesquisa quantitativa, transversal e analítica, realizada com pessoas idosas residentes em área rural de um município da Bahia (Brasil). Coleta de dados conduzida no período de março a setembro de 2025, por amostragem não probabilística. Utilizou-se três instrumentos: Hwalek-sengstock elder abuse screening test, escala de depressão geriátrica e formulário semiestruturado.
DOI: 10.17632/5grdcwv7rg
title: Supplemental Appendix of "Efficacy and safety of 0.75% metronidazole gel in patients with mild chronic paronychia: a randomized, double-blind, placebo-controlled trial"

description: The Supplemental Appendix for the paper, "Efficacy and safety of 0.75% metronidazole gel in patients with mild chronic paronychia: a randomized, double-blind, placebo-controlled trial," contains the following elements: Discussion about Disease Severity Score, Supplemental Figures and Tables, Supplementary Analysis and Discussion.
DOI: 10.17632/5grdcwv7rg.1
title: Supplemental Appendix of "Efficacy and safety of 0.75% metronidazole gel in patients with mild chronic paronychia: a randomized, double-blind, placebo-controlled trial"

description: The Supplemental Appendix for the paper, "Efficacy and safety of 0.75% metronidazole gel in patients with mild chronic paronychia: a randomized, double-blind, placebo-controlled trial," contains the following elements: Discussion about Disease Severity Score, Supplemental Figures and Tables, Supplementary Analysis and Discussion.
DOI: 10.17632/9m8zzmdbb9
title: Human brain organoids and hypoxic injury immunofluorescences

description: Immunofluorescences on human brain organoids slices.
Immunostaining of GFAP, GLAST, NEUN, MAP2, SOX2, PAX6
Abbreviation : MB= mini brain; 2M= 2 months old, 4M= 4 months old, 6M= 6 months old

RT-qPCR of human brain organoids and hiPSCs

LDH Test on healthy and hypoxic brain organoids
DOI: 10.17632/9m8zzmdbb9.1
title: Human brain organoids and hypoxic injury immunofluorescences

description: Immunofluorescences on human brain organoids slices.
Immunostaining of GFAP, GLAST, NEUN, MAP2, SOX2, PAX6
Abbreviation : MB= mini brain; 2M= 2 months old, 4M= 4 months old, 6M= 6 months old

RT-qPCR of human brain organoids and hiPSCs

LDH Test on healthy and hypoxic brain organoids
DOI: 10.17632/j3xg8vf7jd
title: Partial Homeownership: A Quantitative Analysis

description: This conaints all code and replication instructions for the paper "Partial Homeownership: A Quantitative Analysis" By Eirik Eylands Brandsaas and Jens Soerlie Kvaerner.

Replication material are also available at https://github.com/eirikbrandsaas/PartialHomeownership.jl.

Replication instructions are in readme.md.