cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21227/ayrv-ff02
title: Simulation results of network hybrid AC/DC microgrids with nonlinear conversion losses

description: Accurate conversion loss models are the keys to guaranteeing the more efficient operation of networked hybrid AC/DC microgrids (N-AC/DC-MGs). A two-stage stochastic unit commitment (UC) problem is proposed to improve the operational efficiency of N-AC/DC-MGs under uncertain renewable energy generation output and loads. The nonlinear power losses of AC/DC converters and DC/DC converters under different operating modes are formulated as novel multivariate nonlinear functions of both power and voltage. These functions are approximated by linear surrogate models and adopted by the dynamic optimal power flow (OPF), where the voltage and power of the converters can be optimized considering the physical laws among voltages of converters. Embedding the dynamic OPF problem as mixed-integer recourse, a two-stage stochastic programming problem is formulated for the day-ahead operation of N-AC/DC-MGs. To reduce the computational cost, a finite iteration convergent Benders decomposition algorithm is proposed to solve the UC problem. Case studies are performed on hybrid AC/DC MGs and N-AC/DC-MGs. The simulation results of 9 case studies, from single MG to networked MGs, under different scalability.
DOI: 10.6084/m9.figshare.20445123
title: data_mindfulparenting.sav

description: We conducted two mediation analyses with MORS-SF warmth and invasion subscales as dependent variables, mother's attachment style as an independent variable and mindful parenting as a mediator. Results: The direct effects of the mothers' attachment style on the perception of the child were not significant. However, indirect effects through mindful parenting were significant; a higher level of mindful parenting was associated with higher levels of MORS-SF warmth and lower levels of MORS-SF invasion.
DOI: 10.6084/m9.figshare.20445123.v1
title: data_mindfulparenting.sav

description: We conducted two mediation analyses with MORS-SF warmth and invasion subscales as dependent variables, mother's attachment style as an independent variable and mindful parenting as a mediator. Results: The direct effects of the mothers' attachment style on the perception of the child were not significant. However, indirect effects through mindful parenting were significant; a higher level of mindful parenting was associated with higher levels of MORS-SF warmth and lower levels of MORS-SF invasion.
DOI: 10.34740/kaggle/dsv/3820776
title: Earthquakes Time-Series Analysis (NEFS_SAC)
DOI: 10.6084/m9.figshare.20445128
title: amazon_in_deg_7D_not_overlapping_by_time_pivotedT.csv.zip from Beyond preferential attachment: falling of stars and survival of superstars

description: Numerous studies over the past decades established that real-world networks typically follow preferential attachment and detachment principles. Subsequently, this implies that degree fluctuations monotonically increase while rising up the ‘degree ladder’, causing high-degree nodes to be prone for attachment of new edges and for detachment of existing ones. Despite the extensive study of node degrees (absolute popularity), many domains consider node ranks (relative popularity) as of greater importance. This raises intriguing questions—what dynamics are expected to emerge when observing the ranking of network nodes over time? Does the ranking of nodes present similar monotonous patterns to the dynamics of their corresponding degrees? In this paper, we show that surprisingly the answer is not straightforward. By performing both theoretical and empirical analyses, we demonstrate that preferential principles do not apply to the temporal changes in node ranking. We show that the ranking dynamics follows a non-monotonous curve, suggesting an inherent partition of the nodes into qualitatively distinct stability categories. These findings provide plausible explanations to observed yet hitherto unexplained phenomena, such as how superstars fortify their ranks despite massive fluctuations in their degrees, and how stars are more prone to rank instability.
DOI: 10.6084/m9.figshare.20445128.v1
title: amazon_in_deg_7D_not_overlapping_by_time_pivotedT.csv.zip from Beyond preferential attachment: falling of stars and survival of superstars

description: Numerous studies over the past decades established that real-world networks typically follow preferential attachment and detachment principles. Subsequently, this implies that degree fluctuations monotonically increase while rising up the ‘degree ladder’, causing high-degree nodes to be prone for attachment of new edges and for detachment of existing ones. Despite the extensive study of node degrees (absolute popularity), many domains consider node ranks (relative popularity) as of greater importance. This raises intriguing questions—what dynamics are expected to emerge when observing the ranking of network nodes over time? Does the ranking of nodes present similar monotonous patterns to the dynamics of their corresponding degrees? In this paper, we show that surprisingly the answer is not straightforward. By performing both theoretical and empirical analyses, we demonstrate that preferential principles do not apply to the temporal changes in node ranking. We show that the ranking dynamics follows a non-monotonous curve, suggesting an inherent partition of the nodes into qualitatively distinct stability categories. These findings provide plausible explanations to observed yet hitherto unexplained phenomena, such as how superstars fortify their ranks despite massive fluctuations in their degrees, and how stars are more prone to rank instability.
DOI: 10.6084/m9.figshare.20445131
title: etoro_in_deg_7D_no_overlap_by_time_pivotedT_ids_hashed.csv from Beyond preferential attachment: falling of stars and survival of superstars

description: Numerous studies over the past decades established that real-world networks typically follow preferential attachment and detachment principles. Subsequently, this implies that degree fluctuations monotonically increase while rising up the ‘degree ladder’, causing high-degree nodes to be prone for attachment of new edges and for detachment of existing ones. Despite the extensive study of node degrees (absolute popularity), many domains consider node ranks (relative popularity) as of greater importance. This raises intriguing questions—what dynamics are expected to emerge when observing the ranking of network nodes over time? Does the ranking of nodes present similar monotonous patterns to the dynamics of their corresponding degrees? In this paper, we show that surprisingly the answer is not straightforward. By performing both theoretical and empirical analyses, we demonstrate that preferential principles do not apply to the temporal changes in node ranking. We show that the ranking dynamics follows a non-monotonous curve, suggesting an inherent partition of the nodes into qualitatively distinct stability categories. These findings provide plausible explanations to observed yet hitherto unexplained phenomena, such as how superstars fortify their ranks despite massive fluctuations in their degrees, and how stars are more prone to rank instability.
DOI: 10.6084/m9.figshare.20445131.v1
title: etoro_in_deg_7D_no_overlap_by_time_pivotedT_ids_hashed.csv from Beyond preferential attachment: falling of stars and survival of superstars

description: Numerous studies over the past decades established that real-world networks typically follow preferential attachment and detachment principles. Subsequently, this implies that degree fluctuations monotonically increase while rising up the ‘degree ladder’, causing high-degree nodes to be prone for attachment of new edges and for detachment of existing ones. Despite the extensive study of node degrees (absolute popularity), many domains consider node ranks (relative popularity) as of greater importance. This raises intriguing questions—what dynamics are expected to emerge when observing the ranking of network nodes over time? Does the ranking of nodes present similar monotonous patterns to the dynamics of their corresponding degrees? In this paper, we show that surprisingly the answer is not straightforward. By performing both theoretical and empirical analyses, we demonstrate that preferential principles do not apply to the temporal changes in node ranking. We show that the ranking dynamics follows a non-monotonous curve, suggesting an inherent partition of the nodes into qualitatively distinct stability categories. These findings provide plausible explanations to observed yet hitherto unexplained phenomena, such as how superstars fortify their ranks despite massive fluctuations in their degrees, and how stars are more prone to rank instability.
DOI: 10.6084/m9.figshare.20445134
title: blockchain_in_deg_7D_no_overlapping_by_time_pivotedT.csv.zip from Beyond preferential attachment: falling of stars and survival of superstars

description: Numerous studies over the past decades established that real-world networks typically follow preferential attachment and detachment principles. Subsequently, this implies that degree fluctuations monotonically increase while rising up the ‘degree ladder’, causing high-degree nodes to be prone for attachment of new edges and for detachment of existing ones. Despite the extensive study of node degrees (absolute popularity), many domains consider node ranks (relative popularity) as of greater importance. This raises intriguing questions—what dynamics are expected to emerge when observing the ranking of network nodes over time? Does the ranking of nodes present similar monotonous patterns to the dynamics of their corresponding degrees? In this paper, we show that surprisingly the answer is not straightforward. By performing both theoretical and empirical analyses, we demonstrate that preferential principles do not apply to the temporal changes in node ranking. We show that the ranking dynamics follows a non-monotonous curve, suggesting an inherent partition of the nodes into qualitatively distinct stability categories. These findings provide plausible explanations to observed yet hitherto unexplained phenomena, such as how superstars fortify their ranks despite massive fluctuations in their degrees, and how stars are more prone to rank instability.
DOI: 10.6084/m9.figshare.20445134.v1
title: blockchain_in_deg_7D_no_overlapping_by_time_pivotedT.csv.zip from Beyond preferential attachment: falling of stars and survival of superstars

description: Numerous studies over the past decades established that real-world networks typically follow preferential attachment and detachment principles. Subsequently, this implies that degree fluctuations monotonically increase while rising up the ‘degree ladder’, causing high-degree nodes to be prone for attachment of new edges and for detachment of existing ones. Despite the extensive study of node degrees (absolute popularity), many domains consider node ranks (relative popularity) as of greater importance. This raises intriguing questions—what dynamics are expected to emerge when observing the ranking of network nodes over time? Does the ranking of nodes present similar monotonous patterns to the dynamics of their corresponding degrees? In this paper, we show that surprisingly the answer is not straightforward. By performing both theoretical and empirical analyses, we demonstrate that preferential principles do not apply to the temporal changes in node ranking. We show that the ranking dynamics follows a non-monotonous curve, suggesting an inherent partition of the nodes into qualitatively distinct stability categories. These findings provide plausible explanations to observed yet hitherto unexplained phenomena, such as how superstars fortify their ranks despite massive fluctuations in their degrees, and how stars are more prone to rank instability.
DOI: 10.6084/m9.figshare.20445137
title: Code from Thermo-chemo-mechanically coupled cavity dynamics and the emergence of multi-phase bursts

description: Understanding the dynamics induced by confined thermo-chemical processes occurring inside a solid medium, is a fundamental problem of interest in several applications, such as hot-spot formation and micro-explosions in energetic materials and laser-induced cavitation for energy focusing and material characterization. In recent years, advanced experimental capabilities have uncovered elusive behaviours in such systems, including temperature spikes that emerge at short timescales, and multi-phase explosions. By coupling the mechanics of the solid, the thermodynamics, and the chemical kinetics of the decomposition reactions, the theoretical model developed here explains and demonstrates these phenomena. The dimensionless response of the system is studied numerically and analytical expressions for the mechanical response limits are derived. These results should be useful in guiding future experiments and in explaining phenomena that may emerge at various length and time scales.
DOI: 10.6084/m9.figshare.20445137.v1
title: Code from Thermo-chemo-mechanically coupled cavity dynamics and the emergence of multi-phase bursts

description: Understanding the dynamics induced by confined thermo-chemical processes occurring inside a solid medium, is a fundamental problem of interest in several applications, such as hot-spot formation and micro-explosions in energetic materials and laser-induced cavitation for energy focusing and material characterization. In recent years, advanced experimental capabilities have uncovered elusive behaviours in such systems, including temperature spikes that emerge at short timescales, and multi-phase explosions. By coupling the mechanics of the solid, the thermodynamics, and the chemical kinetics of the decomposition reactions, the theoretical model developed here explains and demonstrates these phenomena. The dimensionless response of the system is studied numerically and analytical expressions for the mechanical response limits are derived. These results should be useful in guiding future experiments and in explaining phenomena that may emerge at various length and time scales.
DOI: 10.17903/fk2/z6qhal
title: Δείκτης αξιολόγησης δημοκρατικής διακυβέρνησης

description: Ο δείκτης αξιολόγησης της δημοκρατικής διακυβέρνησης χρησιμοποιείται για την ατομική αξιολόγηση της δημοκρατικότητας μίας κοινωνίας, στη βάση σχετικού στοιχείου ερευνητικού εργαλείου.
DOI: 10.48366/r209243
title: Personal Knowledge Graphs to deal with User-Centric Data

description: A comparison of Personal Knowledge Graphs to explore the individual's personal data and helping to organize user-centric entities.
DOI: 10.34740/kaggle/dsv/4039615
title: 6 ovarian cancer datasets
DOI: 10.34740/kaggle/ds/2337775
title: Dataset
DOI: 10.6084/m9.figshare.16837183
title: LBP_Artificial_Dens_Microclimate_Data

description: Use read.me text for all instructions on use of data
DOI: 10.6084/m9.figshare.16837183.v2
title: LBP_Artificial_Dens_Microclimate_Data

description: Use read.me text for all instructions on use of data
DOI: 10.6084/m9.figshare.16837183.v1
title: LBP_Artificial_Dens_Microclimate_Data

description: Use read.me text for all instructions on use of data
DOI: 10.34740/kaggle/dsv/4039684
title: 6 ovarian cancer datasets
DOI: 10.34740/kaggle/dsv/4039681
title: GBSense_2022_data
DOI: 10.34740/kaggle/dsv/4039714
title: UNET Lung Segmentation Weights for Chest X Rays
DOI: 10.34740/kaggle/dsv/4039964
title: 2021 World Population (updated daily)
DOI: 10.6084/m9.figshare.20445171
title: Raw data on fragment volumes from Serial block face scanning electron microscopy reveals region-dependent remodelling of transverse tubules post-myocardial infarction

description: The highly organized transverse tubule (t-tubule) network facilitates cardiac excitation-contraction coupling and synchronous cardiac myocyte contraction. In cardiac failure secondary to myocardial infarction (MI), changes in the structure and organization of t-tubules result in impaired cardiac contractility. However, there is still little knowledge on the regional variation of t-tubule remodelling in cardiac failure post-MI. Here, we investigate post-MI t-tubule remodelling in infarct border and remote regions, using serial block face scanning electron microscopy (SBF-SEM) applied to a translationally relevant sheep ischaemia reperfusion MI model and matched controls. We performed minimally invasive coronary angioplasty of the left anterior descending artery, followed by reperfusion after 90 min to establish the MI model. Left ventricular tissues obtained from control and MI hearts eight-week post-MI were imaged using SBF-SEM. Image analysis generated three-dimensional reconstructions of the t-tubular network in control, MI border and remote regions. Quantitative analysis revealed that the MI border region was characterized by t-tubule depletion and fragmentation, dilation of surviving t-tubules and t-tubule elongation. This study highlights region-dependent remodelling of the tubular network post-MI and may provide novel localized therapeutic targets aimed at preservation or restoration of the t-tubules to manage cardiac contractility post-MI.This article is part of the theme issue ‘The cardiomyocyte: new revelations on the interplay between architecture and function in growth, health and disease’.
DOI: 10.6084/m9.figshare.20445171.v1
title: Raw data on fragment volumes from Serial block face scanning electron microscopy reveals region-dependent remodelling of transverse tubules post-myocardial infarction

description: The highly organized transverse tubule (t-tubule) network facilitates cardiac excitation-contraction coupling and synchronous cardiac myocyte contraction. In cardiac failure secondary to myocardial infarction (MI), changes in the structure and organization of t-tubules result in impaired cardiac contractility. However, there is still little knowledge on the regional variation of t-tubule remodelling in cardiac failure post-MI. Here, we investigate post-MI t-tubule remodelling in infarct border and remote regions, using serial block face scanning electron microscopy (SBF-SEM) applied to a translationally relevant sheep ischaemia reperfusion MI model and matched controls. We performed minimally invasive coronary angioplasty of the left anterior descending artery, followed by reperfusion after 90 min to establish the MI model. Left ventricular tissues obtained from control and MI hearts eight-week post-MI were imaged using SBF-SEM. Image analysis generated three-dimensional reconstructions of the t-tubular network in control, MI border and remote regions. Quantitative analysis revealed that the MI border region was characterized by t-tubule depletion and fragmentation, dilation of surviving t-tubules and t-tubule elongation. This study highlights region-dependent remodelling of the tubular network post-MI and may provide novel localized therapeutic targets aimed at preservation or restoration of the t-tubules to manage cardiac contractility post-MI.This article is part of the theme issue ‘The cardiomyocyte: new revelations on the interplay between architecture and function in growth, health and disease’.
DOI: 10.6084/m9.figshare.20445174
title: Raw TT data summary from Serial block face scanning electron microscopy reveals region-dependent remodelling of transverse tubules post-myocardial infarction

description: The highly organized transverse tubule (t-tubule) network facilitates cardiac excitation-contraction coupling and synchronous cardiac myocyte contraction. In cardiac failure secondary to myocardial infarction (MI), changes in the structure and organization of t-tubules result in impaired cardiac contractility. However, there is still little knowledge on the regional variation of t-tubule remodelling in cardiac failure post-MI. Here, we investigate post-MI t-tubule remodelling in infarct border and remote regions, using serial block face scanning electron microscopy (SBF-SEM) applied to a translationally relevant sheep ischaemia reperfusion MI model and matched controls. We performed minimally invasive coronary angioplasty of the left anterior descending artery, followed by reperfusion after 90 min to establish the MI model. Left ventricular tissues obtained from control and MI hearts eight-week post-MI were imaged using SBF-SEM. Image analysis generated three-dimensional reconstructions of the t-tubular network in control, MI border and remote regions. Quantitative analysis revealed that the MI border region was characterized by t-tubule depletion and fragmentation, dilation of surviving t-tubules and t-tubule elongation. This study highlights region-dependent remodelling of the tubular network post-MI and may provide novel localized therapeutic targets aimed at preservation or restoration of the t-tubules to manage cardiac contractility post-MI.This article is part of the theme issue ‘The cardiomyocyte: new revelations on the interplay between architecture and function in growth, health and disease’.
DOI: 10.6084/m9.figshare.20445174.v1
title: Raw TT data summary from Serial block face scanning electron microscopy reveals region-dependent remodelling of transverse tubules post-myocardial infarction

description: The highly organized transverse tubule (t-tubule) network facilitates cardiac excitation-contraction coupling and synchronous cardiac myocyte contraction. In cardiac failure secondary to myocardial infarction (MI), changes in the structure and organization of t-tubules result in impaired cardiac contractility. However, there is still little knowledge on the regional variation of t-tubule remodelling in cardiac failure post-MI. Here, we investigate post-MI t-tubule remodelling in infarct border and remote regions, using serial block face scanning electron microscopy (SBF-SEM) applied to a translationally relevant sheep ischaemia reperfusion MI model and matched controls. We performed minimally invasive coronary angioplasty of the left anterior descending artery, followed by reperfusion after 90 min to establish the MI model. Left ventricular tissues obtained from control and MI hearts eight-week post-MI were imaged using SBF-SEM. Image analysis generated three-dimensional reconstructions of the t-tubular network in control, MI border and remote regions. Quantitative analysis revealed that the MI border region was characterized by t-tubule depletion and fragmentation, dilation of surviving t-tubules and t-tubule elongation. This study highlights region-dependent remodelling of the tubular network post-MI and may provide novel localized therapeutic targets aimed at preservation or restoration of the t-tubules to manage cardiac contractility post-MI.This article is part of the theme issue ‘The cardiomyocyte: new revelations on the interplay between architecture and function in growth, health and disease’.
DOI: 10.6084/m9.figshare.20445192
title: Supplementary tables from Gut microbiota individuality is contingent on temporal scale and age in wild meerkats

description: Tables S1-S3
DOI: 10.6084/m9.figshare.20445192.v1
title: Supplementary tables from Gut microbiota individuality is contingent on temporal scale and age in wild meerkats

description: Tables S1-S3
DOI: 10.5281/zenodo.6970835
title: Erythroxylum citrifolium zanfona 1

description: .
DOI: 10.5281/zenodo.6970834
title: Erythroxylum citrifolium zanfona 1

description: .
DOI: 10.34740/kaggle/dsv/4040062
title: 3d segmentation results pfe
DOI: 10.5281/zenodo.6970848
title: Erythroxylum carthagenense zanfona 1

description: .
DOI: 10.5281/zenodo.6970847
title: Erythroxylum carthagenense zanfona 1

description: .
DOI: 10.34740/kaggle/dsv/4040127
title: COVID Vaccination in World (updated daily)