cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.10464010
title: O'QUVCHILARNI KASB-HUNARGA YO'NALTIRISDA PEDAGOGIK-PSIXOLOGIK YORDAM.
DOI: 10.5281/zenodo.10464011
title: ABU YAQUB SAKKOKI'S VIEWS ON THE SMALLEST UNITS THAT MAKE UP A WORD
DOI: 10.5281/zenodo.10464012
title: ABU YAQUB SAKKOKI'S VIEWS ON THE SMALLEST UNITS THAT MAKE UP A WORD
DOI: 10.5281/zenodo.10461744
title: New particle formation event detection with convolutional neural networks

description: Abstract

New Particle Formation (NPF) events are pivotal in climate and air quality research, impacting aerosol dynamics. This study introduces the ConvNeXt model for automated NPF event identification, comparing it to EfficientNet and Swin Transformer. ConvNeXt outperforms with 95.3% accuracy, surpassing EfficientNet (92.8%) and Swin Transformer (94.9%). Furthermore, we performed tests using different ConvNeXt variants (ConvNeXt-T/S/B/L/XL) and different pre-training weights, revealing that different configurations of ConvNeXt models exhibited improved NPF event recognition capabilities. Notably, the ConvNeXt-XL model achieves the highest accuracy of 96.4% in generalizability experiments. This underscores ConvNeXt's recognition prowess and practical utility in real-world NPF event detection, advancing our understanding of aerosol dynamics for climate and air quality research.

Data and model 

Contains the model code and all the data used in the paper. The data in train.zip is used for model training, the data in test.zip is used for model testing, and the rest of the data is used to validate the model generalization. model.py and train.py contain the model structure code and training code, respectively.
DOI: 10.5281/zenodo.10461745
title: New particle formation event detection with convolutional neural networks

description: Abstract

New Particle Formation (NPF) events are pivotal in climate and air quality research, impacting aerosol dynamics. This study introduces the ConvNeXt model for automated NPF event identification, comparing it to EfficientNet and Swin Transformer. ConvNeXt outperforms with 95.3% accuracy, surpassing EfficientNet (92.8%) and Swin Transformer (94.9%). Furthermore, we performed tests using different ConvNeXt variants (ConvNeXt-T/S/B/L/XL) and different pre-training weights, revealing that different configurations of ConvNeXt models exhibited improved NPF event recognition capabilities. Notably, the ConvNeXt-XL model achieves the highest accuracy of 96.4% in generalizability experiments. This underscores ConvNeXt's recognition prowess and practical utility in real-world NPF event detection, advancing our understanding of aerosol dynamics for climate and air quality research.

Data and model 

Contains the model code and all the data used in the paper. The data in train.zip is used for model training, the data in test.zip is used for model testing, and the rest of the data is used to validate the model generalization. model.py and train.py contain the model structure code and training code, respectively.
DOI: 10.26207/4ez5-7450
title: Effect of Growth Temperature on the Microstructure and Properties of Epitaxial MoS2 Monolayers Grown by Metalorganic Chemical Vapor Deposition
DOI: 10.5281/zenodo.10464015
title: CHALLENGES AND OPPORTUNITIES FOR IMPROVING THE INVESTMENT CLIMATE IN UZBEKISTAN
DOI: 10.26207/a88x-pa08
title: Monolayer MoS2 grown by MOCVD on sapphire for reactor comparison study
DOI: 10.5281/zenodo.10464016
title: CHALLENGES AND OPPORTUNITIES FOR IMPROVING THE INVESTMENT CLIMATE IN UZBEKISTAN
DOI: 10.26207/qakv-p610
title: InSe on 3 inch Si(111) wafer-scale synthesis with combinatorial growth approach by MBE
DOI: 10.26207/f7b1-fs46
title: WSe2 on c-plane sapphire with preferred orientation grown by MOCVD
DOI: 10.26207/khwb-rr73
title: Wafer-scale MOCVD TMD films used for 3D Monolithic Integration
DOI: 10.5281/zenodo.10464030
title: IMPROVING THE METHODOLOGY OF READING ENGLISH TO ELEMENTARY SCHOOL STUDENTS BASED ON THE INNOVATIVE PEDAGOGICAL EDUCATIONAL CLUSTER
DOI: 10.5281/zenodo.10464031
title: IMPROVING THE METHODOLOGY OF READING ENGLISH TO ELEMENTARY SCHOOL STUDENTS BASED ON THE INNOVATIVE PEDAGOGICAL EDUCATIONAL CLUSTER
DOI: 10.21227/kshw-1n59
title: Multi-strategy collaborative improvement Dung Beetle Optimization Algorithm for Engineering Problems

description: Swarm intelligent algorithms have the ability to quickly find optimal solutions to problems, but they suffer from an imbalance between global exploration and local exploitation. The dung beetle optimization (DBO) algorithm was newly developed in 2022 and has excellent comprehensive performance; however, it still suffers from this problem. In this study a new multi-strategy improvement (LCTDBO) is proposed to balance the exploration and exploitation capabilities of the DBO algorithm to avoid falling into the local optimal solution. Latin hypercube sampling initializes the dung beetle to make the population initialization distribution uniform and to search the global space as much as possible. An adaptive nonlinear weight and convergence factor based on the circular arc formula are proposed to improve its global search capability, enhance local exploitation, and accelerate convergence as the number of iterations increases. Applying the t-distribution mutation strategy mutates the optimal solution of each iteration to increase the population diversity and avoid local optimal solutions. This research utilizes 23 classic benchmark functions and CEC-2022 to compare LCTDBO with six classic swarm intelligent algorithms, and three extensive practical engineering problems to verify LCTDBO's ability to solve practical problems. The results show that LCTDBO balances the global search and local exploitation well, accelerates algorithm convergence, and has excellent performance in solving practical engineering problems.
DOI: 10.3886/e115221v1-144721
title: Code for: Time Discounting and Wealth Inequality

description: This paper documents a large association between individuals’ time discounting in incentivized experiments and their positions in the real-life wealth distribution derived from Danish high-quality administrative data for a large sample of middle-aged individuals. The association is stable over time, exists through the wealth distribution and remains large after controlling for education, income profile, school grades, initial wealth, parental wealth, credit constraints, demographics, risk preferences and additional behavioral parameters. Our results suggest that savings behavior is a driver of the observed association between patience and wealth inequality as predicted by standard savingstheory.
description: no<br>
description: Response Rates: A total of 27,613 individuals received a personal invitation letter in hard copy from the University of Copenhagen. The analysis includes the 3,620 of the invitees, who successfully completed the experiment on the experimental platform and received a payment (13 percent of all invitees).<br><br><br>
description: Respondents were recruited by sampling individuals from the Danish population register satisfying the criteria that they were born in the period 1973-1983 and resided in the municipality of Copenhagen (which is the largest municipality in Denmark and includes the capital city) when they were seven years old.<br><br>
description: other; web-based survey;
DOI: 10.5281/zenodo.7421409
title: Additional data: Feature-preserving synthesis of termite-mimetic spinodal nest morphology

description: Termite-built topology is complex due to group interactions and environmental feedback. Being interlinked

with material characteristics and related to functionality, an accurate synthesis of termite mound

topology has never been achieved. We scanned inner termite mound pieces via high-resolution microcomputed

tomography. A wavelet scattering transform followed by optimization extracts features that

are fed into a Gaussian Random Fields (GRFs) approach to synthesize termite-mimetic spinodal topology.

Compared to natural structures the GRF topology is more regular. Irregularity is related to anisotropy,

indicative of directionality caused by porous network connectivity of chambers and corridors. Since

GRFs are related to diffusion, we assume that deterministic behavioral traits play a significant role in

the development of these local differences. We pioneer a framework to reliably mimic termite mound spinodal

features. Engineering termite-inspired structures will allow to inspect aspects of termite architectures

and their behavior to manufacture novel material concepts with imprinted multi-functionality.
description: Australian Research Council grant DP200100358
DOI: 10.5281/zenodo.7421410
title: Additional data: Feature-preserving synthesis of termite-mimetic spinodal nest morphology

description: Termite-built topology is complex due to group interactions and environmental feedback. Being interlinked

with material characteristics and related to functionality, an accurate synthesis of termite mound

topology has never been achieved. We scanned inner termite mound pieces via high-resolution microcomputed

tomography. A wavelet scattering transform followed by optimization extracts features that

are fed into a Gaussian Random Fields (GRFs) approach to synthesize termite-mimetic spinodal topology.

Compared to natural structures the GRF topology is more regular. Irregularity is related to anisotropy,

indicative of directionality caused by porous network connectivity of chambers and corridors. Since

GRFs are related to diffusion, we assume that deterministic behavioral traits play a significant role in

the development of these local differences. We pioneer a framework to reliably mimic termite mound spinodal

features. Engineering termite-inspired structures will allow to inspect aspects of termite architectures

and their behavior to manufacture novel material concepts with imprinted multi-functionality.
description: Australian Research Council grant DP200100358
DOI: 10.5281/zenodo.8245572
title: Experimental dataset for dual-perspective self-supervised learning

description: Experimental data for training and testing, including astrocyte data, rapid hemodynamic data (larger vessels), vascular data (smaller vessels), zebrafish cardiac data.

If you use these data acquired using our imaging system, please cite the corresponding work:

 B. Shen, C. Luo, W. Pang, Y. Jiang, W. Wu, R. Hu, J. Qu, B. Gu, L. Liu. Surmounting photon limits and motion artifacts for biological dynamics imaging via dual-perspective self-supervised learning. PhotoniX 5, 1 (2024).
DOI: 10.5281/zenodo.8245573
title: Experimental dataset for dual-perspective self-supervised learning

description: Experimental data for training and testing, including astrocyte data, rapid hemodynamic data (larger vessels), vascular data (smaller vessels), zebrafish cardiac data. Referring to our paper: Surmounting photon limits and motion artifacts for biological dynamics imaging via dual-perspective self-supervised learning Binglin Shen, Chenggui Luo, Wen Pang, Yajing Jiang, Wenbo Wu, Rui Hu, Junle Qu, Bobo Gu, Liwei Liu
DOI: 10.5281/zenodo.8312530
title: Experimental dataset for dual-perspective self-supervised learning

description: Experimental data for training and testing, including astrocyte data, rapid hemodynamic data (larger vessels), vascular data (smaller vessels), zebrafish cardiac data.

If you use these data acquired using our imaging system, please cite the corresponding work:

 B. Shen, C. Luo, W. Pang, Y. Jiang, W. Wu, R. Hu, J. Qu, B. Gu, L. Liu. Surmounting photon limits and motion artifacts for biological dynamics imaging via dual-perspective self-supervised learning. PhotoniX 5, 1 (2024).
DOI: 10.34740/kaggle/ds/2587349
title: UDTIRI
DOI: 10.5281/zenodo.8248111
title: Synthetic dataset for dual-perspective self-supervised learning

description: The synthetic Ca datasets for training and testing, including training dataset with bidirectional collinear scan (Ny = 2Nx) for MP-SSL, training dataset with normal scan (Ny = Nx) for TP-SSL, and testing data (Ny = Nx)

If you use these data simulated using our modified NAOMi model, please cite the corresponding work:

B. Shen, C. Luo, W. Pang, Y. Jiang, W. Wu, R. Hu, J. Qu, B. Gu, L. Liu. Surmounting photon limits and motion artifacts for biological dynamics imaging via dual-perspective self-supervised learning. PhotoniX 5, 1 (2024).
DOI: 10.5281/zenodo.8248112
title: Synthetic dataset for dual-perspective self-supervised learning

description: The synthetic Ca datasets for training and testing, including training dataset with bidirectional collinear scan (Ny = 2Nx) for MP-SSL, training dataset with normal scan (Ny = Nx) for TP-SSL, and testing data (Ny = Nx)

If you use these data simulated using our modified NAOMi model, please cite the corresponding work:

B. Shen, C. Luo, W. Pang, Y. Jiang, W. Wu, R. Hu, J. Qu, B. Gu, L. Liu. Surmounting photon limits and motion artifacts for biological dynamics imaging via dual-perspective self-supervised learning. PhotoniX 5, 1 (2024).
DOI: 10.5281/zenodo.10464040
title: Li_et_al-Data

description: This dataset includes all waveform data used in our study.
DOI: 10.5281/zenodo.10464041
title: Li_et_al-Data

description: This dataset includes all waveform data used in our study.
DOI: 10.6084/m9.figshare.24953196
title: Additional file 1 of SB431542 partially inhibits high glucose-induced EMT by restoring mitochondrial homeostasis in RPE cells

description: Additional file 1.
DOI: 10.6084/m9.figshare.24953196.v1
title: Additional file 1 of SB431542 partially inhibits high glucose-induced EMT by restoring mitochondrial homeostasis in RPE cells

description: Additional file 1.
DOI: 10.6084/m9.figshare.24953130
title: Additional file 1 of Müller glial cells located in the peripheral retina are more susceptible to high pressure: implications for glaucoma

description: Additional file 1: Complete proteomic analysis and comparisons of Müller glia Conditioned Media (CM).
DOI: 10.6084/m9.figshare.24953130.v1
title: Additional file 1 of Müller glial cells located in the peripheral retina are more susceptible to high pressure: implications for glaucoma

description: Additional file 1: Complete proteomic analysis and comparisons of Müller glia Conditioned Media (CM).
DOI: 10.6084/m9.figshare.24792693
title: RF for IDC and ILC-F1000

description: Among women, breast cancer(BC) is one of the main causes of cancer-related mortality. For clinical management to help patients survive longer and spend less on treatment, early and precise cancer identification and differentiation of lesions of the breast are crucial. To investigate the accuracy of radiomic features (RF) extracted from Dynamic Contrast Enhanced (DCE) MRI for differentiation of Invasive ductal carcinoma (IDC) and Invasive lobular carcinoma (ILC).
DOI: 10.6084/m9.figshare.24792693.v2
title: RF for IDC and ILC-F1000

description: Among women, breast cancer(BC) is one of the main causes of cancer-related mortality. For clinical management to help patients survive longer and spend less on treatment, early and precise cancer identification and differentiation of lesions of the breast are crucial. To investigate the accuracy of radiomic features (RF) extracted from Dynamic Contrast Enhanced (DCE) MRI for differentiation of Invasive ductal carcinoma (IDC) and Invasive lobular carcinoma (ILC).
DOI: 10.6084/m9.figshare.24953289.v1
title: Supplementary Material for: How physicians and nursing staff perceive effectiveness and tolerability of Bryophyllum preparations: an online survey in an anthroposophic hospital

description: Background: Bryophyllum preparations are widely used in anthroposophic medicine, most often for mental and behavioural disorders. Three prospective studies have revealed positive effects of Bryophyllum pinnatum on sleep quality, and various trials have shown very good tolerability. Results from animal models have indicated CNS depressant and anxiolytic effects. This survey was conducted at the hospital “Klinik Arlesheim”, in Switzerland, to find out how the physicians and the nursing staff perceive the effectiveness and the tolerability of the Bryophyllum preparations they most frequently use.
Design: Internal, anonymous online survey of healthcare professionals (April 8th - May 31st 2022). The questionnaire comprised 105 multiple-choice questions. Answering the questions was taken as consent to participate in the survey.
Participants and Methods: All physicians and nursing staff with a valid email address at the hospital “Klinik Arlesheim AG” were invited via email to participate in this REDCap survey. The data were analysed descriptively. 
Results: Out of 266 invited participants, 48 answered some and 36 answered all questions (response rate between 18.0% and 13.5%). The participants had long experience with Bryophyllum preparations and were comprised of approximately equal numbers of physicians and nursing staff. Various Bryophyllum preparations from the hospital´s own production and Wala Heilmittel GmbH (in both cases produced from the species B. daigremontianum), and from Weleda AG (species B. pinnatum) were used. The indications for which most participants had prescribed or administered Bryophyllum preparations “very frequently” were anxiety, sleep disorders, crisis situations in oncology, posttraumatic stress disorder, benzodiazepine dependence/withdrawal and depression. Improvements such as relief from restlessness, decreased anxiety, balance, easier falling asleep, better sleeping through, increased resilience, mood elevation, and less urge to move one’s legs were reported “frequently” or “very frequently”. Almost all participants agreed that Bryophyllum can be used to reduce the intake of synthetic sedatives or psychotropic drugs, but only approximately half believed that it could replace them. The majority of participants mentioned good tolerability of the various products, but a few reported occasional stomach or intestinal irritation, daytime fatigue, drowsiness, diarrhoea and nausea.
Conclusion: Bryophyllum preparations are perceived as helpful in the treatment of various mental disorders, particularly anxiety, and generally well tolerated. Most of these preparations are used for indications that have not yet been clinically investigated.
DOI: 10.5281/zenodo.10464051
title: РАЗВИТИЕ МЕЖКУЛЬТУРНЫХ НАВЫКОВ У СТУДЕНТОВ НА ЗАНЯТИЯХ АНГЛИЙСКОГО ЯЗЫКА
DOI: 10.5281/zenodo.10464052
title: РАЗВИТИЕ МЕЖКУЛЬТУРНЫХ НАВЫКОВ У СТУДЕНТОВ НА ЗАНЯТИЯХ АНГЛИЙСКОГО ЯЗЫКА
DOI: 10.5281/zenodo.10464072
title: ALISHER NAVOIYNING O'ZBEK VA FORS TILIDA YARATGAN SHE'RIY MEROSI.
DOI: 10.5281/zenodo.10464071
title: ALISHER NAVOIYNING O'ZBEK VA FORS TILIDA YARATGAN SHE'RIY MEROSI.
DOI: 10.5281/zenodo.7105192
title: Supplementary 2 BLASTN result analysis of Apis cerana Sumatra based on COX1, COX2, and IGS

description: BLASTN result analysis of Apis cerana Sumatra based on COX1, COX2, and IGS
DOI: 10.5281/zenodo.7112289
title: Supplementary 2 BLASTN result analysis of Apis cerana Sumatra based on COX1, COX2, and IGS

description: BLASTN result analysis of <em>Apis cerana</em> Sumatra based on <em>COX1</em>, <em>COX2</em>, and IGS.
DOI: 10.5281/zenodo.7325660
title: Supplementary 2 BLASTN result analysis of Apis cerana Sumatra based on COX1 and IGS-COX2

description: BLASTN result analysis of <em>Apis cerana</em> Sumatra based on <em>COX1 </em>and IGS-<em>COX2</em>.
DOI: 10.5281/zenodo.7606034
title: Supplementary 2 BLASTN result analysis of Apis cerana Sumatra based on COX1 and IGS-COX2

description: BLASTN result analysis of <em>Apis cerana</em> Sumatra based on <em>COX1 </em>and IGS-<em>COX2</em>.
DOI: 10.5281/zenodo.10464102
title: Supplementary 2 BLASTN analysis result of Apis cerana Sumatra based on cox1 and igs-cox2 genes

description: BLASTN analysis result of Apis cerana Sumatra based on cox1 and igs-cox2 genes.
DOI: 10.5281/zenodo.10464107
title: Supplementary 2 BLASTN analysis result of Apis cerana Sumatra based on the cox1 and igs-cox2 genes

description: BLASTN analysis result of Apis cerana Sumatra based on the cox1 and igs-cox2 genes.
DOI: 10.5281/zenodo.7105191
title: Supplementary 2 BLASTN analysis result of Apis cerana Sumatra based on the cox1 and igs-cox2 genes

description: BLASTN analysis result of Apis cerana Sumatra based on the cox1 and igs-cox2 genes.
DOI: 10.6084/m9.figshare.24953343
title: Supplementary Material for: Mac-2 Binding Protein Glycosylation Isomer to Albumin Ratio Predicts Bacterial Infections in Cirrhotic Patients

description: Introduction
Mac-2-binding protein glycosylation isomer (M2BPGi) is a novel biomarker for liver fibrosis, but little is known about its role in cirrhosis-associated clinical outcomes. This study aimed to investigate the predictive role of M2BPGi in cirrhosis-associated complications.
Methods
One hundred and forty-nine cirrhotic patients were retrospectively enrolled. Patients were followed up for one year and cirrhosis-associated clinical events were recorded. Receiver operating characteristic curve (ROC) analysis was used to establish the values of the predictive models for cirrhotic outcomes. and Cox proportional hazards regression models were used to identify predictors of clinical outcomes, 
Results 
Sixty (40.3%) patients experienced cirrhosis-associated clinical events and had higher M2BPGi levels compared to those without events (8.7 vs. 5.1 cut-off index, p &lt; 0.001). The most common cirrhosis-associated complications were bacterial infections (24.2%). On ROC analysis, M2BPGi to albumin ratio (M2BPGi/albumin) had comparable discriminant abilities for all cirrhosis-associated events [area under the ROC curve (AUC) = 0.74] compared with M2BPGi, Child-Pugh, Model for End-Stage Liver Disease, Albumin-Bilirubin scores, and neutrophil to lymphocyte ratio and was superior to M2BPGi alone for all bacterial infectious events (AUC = 0.80). Cox regression analysis revealed that the M2BPGi/albumin, but not M2BPGi alone, independently predicted all cirrhosis-associated events [Hazar ratio (HR) = 1.34, p = 0.038] and all bacterial infectious events (HR = 1.51, p = 0.011) within one year. However, M2BPGi/albumin did not predict other cirrhotic complications and transplant free survival.
Discussion/Conclusion 
M2BPGi/albumin might serve as a potential prognostic indicator for patients with cirrhosis, particularly for predicting bacterial infections.
DOI: 10.6084/m9.figshare.24953340
title: Geodynamics_Homework3 for the Course Geodynamics in Huazhong University of Science and Techology

description: 地球动力学作业三，绘制深度为0-400km的流变结构图，其具体结果在result中，该文件内容包含绘制的具体代码，详细代码在code文件夹中，可以通过修改setting中的json参数来实现计算不同参数下的0-400km流变结构。
DOI: 10.6084/m9.figshare.24953340.v1
title: Geodynamics_Homework3 for the Course Geodynamics in Huazhong University of Science and Techology

description: 地球动力学作业三，绘制深度为0-400km的流变结构图，其具体结果在result中，该文件内容包含绘制的具体代码，详细代码在code文件夹中，可以通过修改setting中的json参数来实现计算不同参数下的0-400km流变结构。
DOI: 10.6084/m9.figshare.23925375
title: research data.rar

description: This compressed folder contains two Excel files, "retraction time lag.xlsx" and "post-retraction citation.xlsx".<br><br>"retraction time lag.xlsx" constitutes the dataset of Research Question 1 in this study, aiming to investigate variations in retraction time lag among articles. The dataset encompasses fields including id, Pub_year, Retract_year, Retraction_time_lag, Gold_OA, Num_author, Journal_IF, Retraction_reason, Cit_before, Cit_retract_year.<br><br>"post-retraction citation.xlsx" serves as the foundation for Research Question 2 in this study, aiming to explore variations in citation changes after article retractions. The dataset encompasses fields such as OA_type (is_Gold_OA), is_retracted, Pub_year, Retract_year, Retraction_time_lag, Num_author, Journal_IF, Journal_name, Journal_id, Cit_before, Cit_retract_year, PCAC, PCIC, cem_strata, cem_weights, cem_matched. There are some missing data in PCAC and PCIC. This is partly due to a division by zero, and partly because our citation dataset goes up to 2021, preventing the calculation of PCAC and PCIC for the most recently retracted articles. For the purpose of this research, samples with a cem_matched value of 1 have been selected for analysis.