cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/yyztkyz6wk
title: Data for: Experimental study and CFD validation cases for airborne transmission in enclosed spaces

description: This dataset accompanies the paper titled “Experimental study and CFD validation cases for airborne transmission in enclosed spaces” by providing essential information necessary for the effective utilization of the study's results. 

The paper explores the role of ventilation in mitigating airborne transmission, a topic extensively studied using computational fluid dynamics (CFD) simulations. However, due to the scarcity of validation cases, research in this domain often struggles to establish confidence in obtained results and conclusions. Our study addresses this gap by introducing a simple yet reliable experimental method that replicates real-life scenarios of virus transmission between humans. A highly detailed dataset was collected, organized, and is now available to serve as a validation resource for fellow researchers. 

This dataset comprises the Word document 'SupplementaryMaterial.docx,' which offers comprehensive instructions on efficiently utilizing the provided measurement data. Excel file 'DataRepository.xlsx,' containing all the conducted measurements, and the "RoomGeometry" .scdoc and .stp files are geometry files used in the CFD simulations.
DOI: 10.6084/m9.figshare.5126980.v1
title: Supplementary Material for: Cancer Patients' Preferences for Quantity or Quality of Life: German Translation and Validation of the Quality and Quantity Questionnaire

description: <b><i>Background: </i></b>Decision-making with patients with incurable cancer often requires trade-offs between quality and length of life. The ‘Quality and Quantity Questionnaire' (QQ) is an English-language measure of patients' preference for length or quality of life. The aim of this study was to translate and validate this questionnaire. <b><i>Materials and Methods: </i></b>1 new item was formulated to improve the ‘Quality of life' scale. Construct validity including exploratory factor analysis, convergent and discriminant validity, and reliability was determined in n = 194 patients. <b><i>Results: </i></b>The acceptability of the questionnaire among patients was high. The item-non-response rate was very low (2.5-4%). The 2 QQ scales ‘Quality of life' (QL) and ‘Length of life' (LL) had good and acceptable internal consistency (Cronbach's = 0.71 for LL and 0.59 for QL). Convergent validity was shown by significant correlation of the QL subscale with the CCAT (Cancer Communication Assessment Tool) subscale ‘Limitation of treatment' (r = 0.37, p &lt; 0.01) and the LL scale with the CCAT subscale ‘Continuing treatment' (r = 0.24, p = 0.00). <b><i>Conclusion: </i></b>The German version of ‘QQ' has satisfactory psychometric properties for measuring patients' preferences for LL or QL. It can be used in all research fields that should be informed by patients' preferences: shared decision-making, palliative care, and health services.
DOI: 10.17632/2hxv9cr73m
title: N-(3-oxododecanoyl)-homoserine lactone regulates intracellular calcium of MC3T3 osteoblasts

description: Pseudomonas aeruginosa (P. aeruginosa) is associated with periapical periodontitis. The lesions are characterized by a disorder in osteoblast metabolism. Quorum sensing molecular N-(3-oxododecanoyl)-homoserine lactone (AHL) is secreted by P. aeruginosa and governs the expression of numerous virulence factors. AHL can trigger intracellular calcium ([Ca²⁺]i) fluctuations in many host cells. However, it is unclear whether AHL can regulate osteoblast metabolism by affecting [Ca²⁺]i changes or its spatial correlation. We explored AHL-induced apoptosis and differentiation in pre-osteoblastic MC3T3-E1 cells and evaluated [Ca²⁺]i mobilization using several extraction methods. The spatial distribution pattern of [Ca²⁺]i among cells was investigated by Moran's I, an index of spatial autocorrelation. We found that 30 μM and 50 μM AHL triggered opposing osteoblast fates. At 50 μM, AHL inhibited osteoblast differentiation by promoting mitochondrial-dependent apoptosis and negatively regulating osteogenic marker genes, including Runx2, Osterix, bone sialoprotein (Bsp), and osteocalcin (OCN). In contrast, prolonged treatment with 30 μM AHL promoted osteoblast differentiation concomitantly with cell apoptosis. The elevation of [Ca²⁺]i levels in osteoblasts treated with 50 μM AHL was spatially autocorrelated, while no such phenomenon was observed in 30 μM AHL-treated osteoblasts. The blocking of cell-to-cell spatial autocorrelation in the osteoblasts provoked by 50 μM AHL significantly inhibited apoptosis and partially restored differentiation. Our observations suggest that AHL affects the fate of osteoblasts (apoptosis and differentiation) by affecting the spatial correlation of [Ca²⁺]i changes. Thus, AHL acts as a double-edged sword for osteoblast function. Please cite this article below if using any data from this dataset. Guo J, Wang Z, Weng Y, Yuan H, Yoshida K, Ikegame M, Uchibe K, Kamioka H, Ochiai K, Okamura H, Qiu L. N-(3-oxododecanoyl)-homoserine lactone regulates osteoblast apoptosis and differentiation by mediating intracellular calcium. Cellular Signalling. 2020 Aug 18:109740. https://doi.org/10.1016/j.cellsig.2020.109740
DOI: 10.17632/hxpc5ysk9h
title: Corporate Responsibility in the Age of Climate Change: Evaluating CSR Effectiveness in Chinese Corporations

description: this sdata set waas use to evaluate the effectiveness of Corporate Social Responsibility (CSR) initiatives in fostering sustainable development within Chinese corporations and aligning with global corporate ethics standards.
DOI: 10.17632/ytbnp523n9
title: Protocol for qPCR analysis that corrects for cDNA amplification efficiency - supplemental data

description: "Example qPCR" is the file that has been used to create the figures for the associated Star Protocol.
"Proof of concept" contains 7 sheets with different scenarios and explanatory notes that compare the original 2-ΔΔCT method to the adjusted version from the associated Star Protocol.

Star Protocol DOI: 10.1016/j.xpro.2022.101515
DOI: 10.6084/m9.figshare.24988959.v1
title: Dataset

description: The dataset comprises data from two cities, intended for evaluating the pretraining and transfer-learning capabilities of the GitHub repository stark-t/UncertaintySlumDetection (github.com). Each city's dataset consists of three key components: the Sentinel-2 RGB image, resampled to a 3m ground sample distance (GSD), along with urban and background masks, and the slum reference mask
DOI: 10.17632/9czvysbwy5
title: The Link between People’s Social Perceptions of Cultivated Meat Eaters and Their Acceptance of Cultivated Meat

description: raw and clean data, code for reliability, group comparison in terms of perceptions, interaction, ANCOVA
DOI: 10.17632/s92d8jp6g6
title: Coordinates of titanium dioxide clusters n=15-20

description: These files contain the xyz coordinates of TiO2 clusters
DOI: 10.17632/vv6dbrwwnn
title: Warli Art Object Image Dataset

description: The "Warli Art Object Image Dataset" is an extensive collection of 7,535 images, meticulously organized into themed folders showcasing the captivating intricacies of Warli art—a tribal masterpiece. Covering a diverse array of subjects such as Animals, Birds, Farming, Gods Scenes, Houses, Instruments, Men, Mountains, Plants, Sun, Utensils, Weapons, Wedding Ceremonies, and Women, this dataset unveils the rich tapestry of Warli culture. Each image serves as a portal into the soulful fusion of simplicity and sophistication, narrating stories of life, nature, and spirituality while celebrating the unique visual language of the Warli tribe.
DOI: 10.17632/9gftxjs4yk
title: SpectrumSDT: A program for parallel calculation of coupled rotational-vibrational energies and lifetimes of bound states and scattering resonances in triatomic systems

description: We present SpectrumSDT – a program for calculations of energies and lifetimes of bound rotational-vibrational states below and scattering resonances above the dissociation threshold on a global potential energy surface of a triatomic system, which may include stable molecules, weekly-bound van-der-Waals complexes, and unbound atom + diatom scattering systems. Large-amplitude vibrational motion is treated explicitly using hyper-spherical coordinates. Three options for the rotational-vibrational interaction are supported: uncoupled (symmetric top rotor), partially coupled (to include interaction between several nearest states only) and full-coupled (vibrating asymmetric-top rotor). In addition to energies and lifetimes, SpectrumSDT is able to integrate ro-vibrational wave functions over the user-defined regions of potential energy surface, which helps to classify these states. In this release of the code, SpectrumSDT is limited to ABA-type molecules with wave functions that do not extend into the regions near Eckart singularities.
DOI: 10.4121/uuid:abade25d-19fc-43c9-8b86-28d9a840fb2c
title: VideoToStill StillToStill Face Recognition dataset

description: This is the lists for our created large scale video-to-still (still-to-still) face recognition dataset, which combined MS1MV2 dataset (https://github.com/deepinsight/insightface/wiki/Dataset-Zoo) and COX dataset (http://vipl.ict.ac.cn/view_database.php?id=3). For people who would like to use this lists to repeat our work, please sign the release agreement of COX dataset and cite all related papers/thesis.
DOI: 10.6084/m9.figshare.25323121.v1
title: Genome annotations of six Rhizophoraceae species

description: The genome assembly sequences and raw Illumina reads have been deposited in the NCBI with BioProject number PRJNA996495.The abbreviations of species names are as follows:<i>Carallia pectinifolia</i>: cape; <i>Ceriops tagal</i>: ceta; <i>Ceriops zippeliana</i>: cezi; <i>Kandelia candel</i>: kaca; <i>Rhizophora apiculata</i>: rhap; <i>Rhizophora mangle</i>: rhma.
DOI: 10.6084/m9.figshare.28282469.v1
title: 模型数据集，包括源和输出结果

description: 这些是文章“监测、建模和预测气候变化导致的沿海海水质量的长期变化”的原始数据和模型训练结果。
DOI: 10.17632/5d2b9mt5gp
title: Automated multi-dimensional dynamic planning algorithm for solving energy management problems in fuel cell electric vehicles

description: 1. The AuDP algorithm does not require any hyperparameter adjustment and can meet various constraints.
You can compute the optimal control results under different gas purge time constraints by adjusting the variable [OFF2ON] below.

2. The battery model integrates the SOP algorithm recommended by the battery supplier and includes a simple battery thermal model.
However, we currently do not have permission to disclose the SOP data, so parts of the code involving battery data have been encapsulated.
The open-source code is sufficient to demonstrate most of the details of AuDP.
In the future, we will seek publicly available SOP data and open-source all the code.
/*You can find the SOP algorithm details in [+Pseudocode/Cal_SOC].*/

3. It is recommended to read the AuDP files in the following order:
+AuDP_Function/AuDP.m
+AuDP_Function/AuDP_Single_Step.m
+AuDP_Function/Mode_Masking.m
+AuDP_Function/Start_Mode.m
+AuDP_Function/Work_Mode.m
+AuDP_Function/Close_Mode.m
+AuDP_Function/EV_Mode.m
+AuDP_Function/SOC_Masking.m
+AuDP_Function/Data_Merge.m
+AuDP_Function/Result_Display.m

4. Running [main.m] to get the result of the calculation.
You can also directly read the data in [+Data_Storage] to view the calculation results,
and use [+AuDP_Function/Result_Display] to visualize the data.

5. This code was developed using Matlab 2022b, so it is recommended to run it in Matlab 2022b to avoid potential errors.
On a laptop configured with a 12th Gen Intel(R) Core(TM) i9-12900HX 2.30 GHz CPU, 32.0 GB RAM, and RTX3080Ti,
the runtime of this code is approximately 185–195 seconds.
Note that different Matlab versions and laptop configurations may result in varying computation times, which is normal.

If you use or refer to this code, it is recommended that you cite our paper:
Wang KY, Song H, Guo ZQ, Zhang XM. Automated multi-dimensional dynamic planning algorithm for solving energy management problems in fuel cell electric vehicles. Energy 2025;316:134408. https://doi.org/10.1016/j.energy.2025.134408
DOI: 10.6084/m9.figshare.28785299.v3
title: Initial-Data-Irish-Electricity-Data

description: This is the data of electricity market in Ireland.
DOI: 10.17632/8k9pvpmykk
title: Maternal Health and High-Risk Pregnancy Dataset.

description: This dataset provides a comprehensive collection of maternal health data, focusing on key health indicators throughout pregnancy. It includes essential details such as the mother’s age, gravida (number of pregnancies), weight, height, blood pressure, gestational age, and fetal health status. In addition to these primary metrics, the dataset captures important medical test results, including anemia, blood sugar levels, and fetal heart rate, providing a thorough overview of both maternal and fetal well-being.
The dataset categorizes pregnancies into high-risk and non-high-risk based on various factors such as abnormal blood pressure readings, test results, and fetal health conditions. This classification can be vital for prenatal care and early risk detection, facilitating interventions for at-risk pregnancies.
Collected manually from healthcare records, the dataset ensures data accuracy and reliability. Each entry has been anonymized to protect patient privacy and guarantee ethical standards. This dataset serves as an invaluable resource for research in maternal health, predictive analytics, and pregnancy outcome studies. It can be used for developing models to assess pregnancy risks, guide healthcare interventions, and improve prenatal care strategies globally.
Researchers, healthcare professionals, and data scientists can leverage this dataset to gain deeper insights into pregnancy-related health trends and explore potential factors influencing maternal and fetal health outcomes.
DOI: 10.17632/dfb34rpyw2
title: DynDen: Assessing convergence of molecular dynamics simulations of interfaces

description: Molecular dynamics is a simulation technique used to predict the physical properties of systems based on their chemical structure and evolution of their atomic constituents. For these predictions to be reliable, it is critical that the simulation has reached convergence, whereby representative sampling of the phase space has been gathered. We show that the commonly used root mean square deviation is an unsuitable convergence descriptor for systems featuring surfaces and interfaces. We then present an effective criterion, embodied in the analysis tool DynDen, based on convergence of the linear partial density of all components in the simulation. With a variety of examples we demonstrate the usage of DynDen for the assessment of convergence, as well as for identification of slow dynamical processes, which can be easily missed with conventional analysis.
DOI: 10.17632/y66rnsbftw
title: Reprograming immunosuppressive microenvironment by eIF4G1 targeting to eradicate pancreatic ductal adenocarcinoma

description: Raw-data of "Reprograming immunosuppressive microenvironment by eIF4G1 targeting to eradicate pancreatic ductal adenocarcinoma"
DOI: 10.17632/n4pxpr28cb
title: Whole-embryo single-cell RNA-seq data for genes expressed in the midline tissues of Ciona intestinalis type A embryos

description: The endodermal strand of tunicates occupies the same topographic position of the embryo as does the vertebrate hypochord, which consists of a row of single cells lined up immediately ventral to the notochord. The vertebrate hypochord shares expression of several genes with the floor plate, including Shh and FoxA, and play a role in dorsal aorta development. Whole-embryo single-cell transcriptome analysis identified a number of genes specifically expressed in both the floor plate and the endodermal strand in Ciona intestinalis type A mid-tailbud embryos. The t-distributed stochastic neighbor embedding (t-SNE) analysis was performed using the Loupe Cell Browser 3.1.1 software (10x Genomics, CA). The processed data are deposited as a Loupe Cell Browser file (.cloupe).
DOI: 10.17632/s2mhjb8hyk
title: MXE: A package for simulating long-term diffusive mass transport phenomena in nanoscale systems

description: We present a package to simulate long-term diffusive mass transport in systems with atomic scale resolution. The implemented framework is based on a non-equilibrium statistical thermo-chemo-mechanical formulation of atomic systems where effective transport rates are computed using a kinematic diffusion law. Our implementation is built as an add-on to the Large-scale Atomic/Molecular Massively Parallel Simulator (LAMMPS) code, it is compatible with other LAMMPS’ functionalities, and shows a good parallel scalability and efficiency. In applications involving diffusive mass transport, this framework is able to simulate problems of technological interest for exceedingly large time scales using an atomistic description, which are not reachable with the state-of-the-art molecular dynamics techniques. Several examples, involving complex diffusive behavior in materials, are investigated with the framework. We found good qualitative and quantitative comparison with known theories and models, with Monte Carlo methods, as well as with experimental results. Thus, our implementation can be used as a tool to understand diffusive behavior in materials where experimental characterization is difficult to perform.
DOI: 10.6084/m9.figshare.27931476.v1
title: The Protective Role of Self-Compassion in Trauma Recovery

description: This study explored how self-compassion influences the relationship between post-traumatic symptoms (PTS) and post-traumatic growth (PTG) in adults exposed to trauma.
DOI: 10.6084/m9.figshare.28114337.v1
title: <b>Manganese homeostasis modulates glucan and chitin unmasking in the opportunistic yeast</b><b> </b><b><i>Candida albicans</i></b>

description: <i>Candida albicans</i> is a commensal fungus and also the most prevalent human fungal pathogen. The ability of this opportunistic yeast to acquire and maintain homeostatic levels of manganese (Mn), particularly in the metal-limited host environment, is an important determinant of its fitness. Recent studies have underscored the importance of Mn acquisition through members of Smf transporters, in <i>C. albicans</i> virulence and its ability to withstand various stresses. In the present study, we undertook transcriptional profiling in the mutant of the Mn transporter Smf12 under restricted Mn availability to identify processes that are directly affected in defective Mn uptake. Our analysis revealed that <i>smf12</i> displayed a transcriptional pattern suggestive of a cell wall defect, with many transcripts associated with cell wall biogenesis being differentially regulated. <i>smf12</i> together with <i>smf11</i>, a mutant of the closest homolog of Smf12, exhibited hypersensitivity to cell wall stressors and an altered cell wall ultrastructure. The <i>smf</i> mutants also exhibited unmasking of both β-glucan and chitin, which unexpectedly resulted in a decreased rate of phagocytosis by macrophages, suggesting impaired recognition or internalization—an observation that challenges the prevailing paradigm. Furthermore, we showed that Mn-mediated unmasking of β-glucan required modulation of glucanase activity and was not mediated through the calcineurin pathway. This study uncovers a novel role for Mn in maintaining cell wall integrity and modulating the exposure of fungal antigenic determinants, further emphasizing the critical role of this metal in supporting the opportunistic nature of <i>C. albicans</i>.
DOI: 10.17632/yd2bzmkcth
title: Riemann Hypothesis Proof

description: This conjecture has been unsolved for over 160 years 
Revolutionary Breakthroughs in Number Theory, Complex Analysis, and the Riemann Hypothesis, shattering the Foundations of Mathematics, Breaking the Boundaries of Infinity
In this revolutionary work, we demolish long-standing mathematical barriers and reconstruct the very fabric of number theory, complex analysis, and infinity itself.
The old mathematical world is gone. Welcome to the new.
I present an entirely original mathematical framework that overturns conventional understanding of numbers, infinity, and complex analysis. Through groundbreaking definitions and proofs, this work achieves what was previously deemed impossible:
The Collapse of Infinite Products – Demonstrating that any non-unit complex number (S ≠ ±1), when multiplied by itself infinitely, converges to zero
S*S*S*……. = 0 like : 5*5*5*…… =0
This research overturns centuries of mathematical consensus by proving that the Riemann zeta function at s =1 converges to an exact finite value
Z(1) = ∏ 2/6 +1/12
We resolve one of the most counterintuitive problems in analytic number theory by proving the exact evaluation of the infinite product of negative primes:
The Emptiness Paradigm : A Radical Reconstruction of the Complex Plane
This work overturns 200 years of complex analysis by demonstrating the fundamental incompleteness of the Argand plane. We introduce new complex plane with emptiness space that looks like black hole
In this proof that contains 294 pages, I will prove the conjecture of Riemann hypothesis using theorems and formulas that have never discovered before , I will also prove that there is and other function that is similar to Riemann Zeta Function and all its non trivial zeros lie exactly on critical strip – 1/2 
If mathematician like Ramanujan has found the sum of this infinite series : 1+2+3+4+5+6+7+…… = -1/12 , I will prove the value of this infinite product : (-2)*(-3)*(-5)*(-7)*(-11)*(-13)*(-17)*…………. = ?
If the mathematician Euler has prove that 1/12 +1/22 +1/32 +1/42 +1/52 +….. =∏ 2/6 
In this proof , I will generalize this formula for any S , hence S is a complex number
Z(S) + Z(-S) = ∏ 2/6 
You will find many other formulas and theorems that justify and prove Riemann hypothesis conjecture
DOI: 10.6084/m9.figshare.14552697.v3
title: SOMAS

description: SOMAS dataset and XYZ files
DOI: 10.17632/hdrgfbzjcn
title: Dissociation Mode of the O-H Bond in betanidin, pKa-clusterization Prediction and Molecular Interactions via Shape Theory and DFT Methods

description: Supporting information: Dissociation Mode of the O-H Bond in betanidin, pKa-clusterization Prediction, and Molecular Interactions via Shape Theory and DFT Methods
DOI: 10.17632/r275tx2yp8
title: Code for: Exact and Numerically Stable Expressions for Euler-Bernoulli and Timoshenko Beam Modes

description: This data contains the Matlab files needed to obtain the exact and numerically stable eigenvalues and the eigenmodes for both the Timoshenko and the Euler-Bernoulli beam models. The corresponding Finite element code is also included for comparing and verifying the resulting eigenvalues and eigenfunctions. The numerical stabilization of the eigenvalue problem allows the computation of arbitrarily large modes; which up until now was very limited especially for Timoshenko beams. If you use this code in your work, please cite the corresponding article which is linked to this repository (see the related links section).
DOI: 10.6084/m9.figshare.24540121.v1
title: Supplementary data of <b>Diversity of Bathyarchaeia viruses in metagenomes and virus-encoded CRISPR system components</b>

description: ·genomes.tar.gz----- this file contains all the Bathyarchaeia genomes in this study.supplumentary_data----- this file contains all the information related to virus identified related to Bathyarchaeia, including the virus contigs, proteins, phylogenetic analysis of virus encoding sequences, such as major capsids and virus-encoded CRISPR system elements.
DOI: 10.6084/m9.figshare.25790502.v1
title: Dados do estudo- <b>Segurança medicamentosa de pessoas idosas no contexto hospitalar: Revisão de escopo</b>

description: Trata-se de um estudo acerca da segurança medicamentosa de pessoas idosas no contexto hospitalar: Revisão de escopo, com o objetivo de identificar Identificar as evidências científicas disponíveis na literatura sobre segurança medicamentosa de pessoas idosas no contexto hospitalar.