cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.19532131.v1
title: Data for "Predictions of multiphase flow in porous media using conditional generative adversarial networks (cGANs)"

description: The data set contains the invasion morphologies at percolation of quasi-static fluid-fluid displacement processes for different contact angles and particle shapes.<br>Simulations are generated using the interface tracking algorithm, which are then binarized into 256x256 size images. These images are used to train the cGAN network for predicting multiphase flow. See the manuscript for more detial.<br>File name "ITA_XXX_CAYYY.mat" represents the data set for porous media with particle shape "XXX" with contact angle "YYY". Files can be opened by MATLAB. Each data contains 5000 pairs of data, with have been divided into two parts, i.e., 4000 pairs for training, and 1000 pairs for test.
DOI: 10.21227/ykx9-df12
title: MRO_rawdata

description: hysically unclonable functions (PUFs) are hardware security primitives that utilize non-reproducible manufacturing variations to provide device-specific challenge-response pairs (CRPs). Such primitives are desirable for applications such as communication and intellectual property protection. PUFs have been gaining considerable interest from both the academic and industrial communities because of their simplicity and stability. However, many recent studies have exposed PUFs to machine-learning (ML) modeling attacks. To improve the resilience of a system to general ML attacks instead of a specific ML technique, a common solution is to improve the complexity of the system. Structures, such as XOR-PUFs, can significantly increase the nonlinearity of PUFs to provide resilience against ML attacks. However, an increase in complexity often results in an increase in area and/or a decrease in reliability. This study proposes a lightweight ring oscillator (RO)-based PUFs using an additional modulus process to improve ML resiliency. The idea was to increase the complexity of the RO-PUF without significant hardware overhead by applying a modulus process to the outcomes from the RO frequency counter. We also present a thorough investigation of the design space to balance ML resiliency and other performance metrics such as reliability, uniqueness, and uniformity.
DOI: 10.5517/ccdc.csd.cc294xbq
title: CCDC 2119883: Experimental Crystal Structure Determination

description: Related Article: James Shipp, Simon Parker, Steven Spall, Samantha L. Peralta-Arriaga, Craig C. Robertson, Dimitri Chekulaev, Peter Portius, Simon Turega, Alastair Buckley, Rachael Rothman, Julia A. Weinstein|2022|Inorg.Chem.|61|13281|doi:10.1021/acs.inorgchem.2c00091
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.6084/m9.figshare.21079744.v1
title: Supplementary Material for: Hypotension at Hospital Presentation and Post-Contrast Acute Kidney Injury following Computed Tomography with Contrast Media

description: <b><i>Introduction:</i></b> Post-contrast acute kidney injury (PC-AKI) is a major complication of contrast media usage; risks for PC-AKI are generally evaluated before computed tomography (CT) with contrast at the emergency department (ED). Although persistent hypotension (systolic blood pressure [sBP] &lt;80 mm Hg for 1 h) is associated with increased PC-AKI incidence, it remains unclear whether transient hypotension that is haemodynamically stabilized before CT is a risk of PC-AKI. We hypothesized that hypotension on ED arrival would be associated with higher PC-AKI incidence even if CT with contrast was performed after patients are appropriately resuscitated. <b><i>Methods:</i></b> This multicentre retrospective observational study was conducted at three tertiary care centres during 2013–2014. We identified 280 patients who underwent CT with contrast at the ED. Patients were classified into two groups based on sBP on arrival (&lt;80 vs. ≥80 mm Hg); hypotension was considered as transient because CT with contrast has always been performed after patients were stabilized at participating hospitals. PC-AKI incidence was compared between the groups; inverse probability weighting (IPW) was conducted to adjust background characteristics. <b><i>Results:</i></b> Eighteen patients were excluded due to chronic haemodialysis, cardiac arrest on arrival, or death within 72 h; 262 were eligible for this study. PC-AKI incidence was higher in the transient hypotension group than the normotension group {7/27 (28.6%) vs. 24/235 (10.2%), odds ratio (OR) 3.08 (95% confidence interval [CI] 1.18–8.03), <i>p</i> = 0.026}, which was confirmed by IPW (OR 3.25 [95% CI 1.99–5.29], <i>p</i> &lt; 0.001). <b><i>Conclusion:</i></b> Transient hypotension at the ED was associated with PC-AKI development.
DOI: 10.5281/zenodo.7069665
title: hwsd

description: Soil database
DOI: 10.5281/zenodo.7069664
title: hwsd

description: Soil database
DOI: 10.25919/49g2-s428
title: Parkes observations for project P1105 semester 2021APRS_18

description: We have re-processed all the observations in the Parkes pulsar data archive obtained during the first four years of the Parkes multibeam receiver and have developed a new artificial intelligence (AI) algorithm to investigate huge volume of candidates. Except for our previous detections, the latest results include 87 new fast radio burst (FRB) candidates with S/N above 7. These signals were only detected in a single beam of the receiver suggesting that they are unlikely to be terrestrial. Their dispersion measure (DM) excesses over the estimated Galactic DM place them at extragalactic distances. Using the Ultra Wideband Low (UWL) receiver we have opportunity to detect repeating signals from some of these FRB candidates. As all these signals were detected in the 20 cm band, the UWL provides the opportunity to observe stronger emission in other observing bands.
DOI: 10.6084/m9.figshare.20156681.v1
title: Identification of effective control technologies for additive manufacturing

description: Additive manufacturing (AM) refers to several types of processes that join materials to build objects, often layer-by-layer, from a computer-aided design file. Many AM processes release potentially hazardous particles and gases during printing and associated tasks. There is limited understanding of the efficacy of controls including elimination, substitution, administrative, and personal protective technologies to reduce or remove emissions, which is an impediment to implementation of risk mitigation strategies. The Medline, Embase, Environmental Science Collection, CINAHL, Scopus, and Web of Science databases and other resources were used to identify 42 articles that met the inclusion criteria for this review. Key findings were as follows: 1) engineering controls for material extrusion-type fused filament fabrication (FFF) 3-D printers and material jetting printers that included local exhaust ventilation generally exhibited higher efficacy to decrease particle and gas levels compared with isolation alone, and 2) engineering controls for particle emissions from FFF 3-D printers displayed higher efficacy for ultrafine particles compared with fine particles and in test chambers compared with real-world settings. Critical knowledge gaps identified included a need for data: 1) on efficacy of controls for all AM process types, 2) better understanding approaches to control particles over a range of sizes and gas-phase emissions, 3) obtained using a standardized collection approach to facilitate inter-comparison of study results, 4) approaches that go beyond the inhalation exposure pathway to include controls to minimize dermal exposures, and 5) to evaluate not just the engineering tier, but also the prevention-through-design and other tiers of the hierarchy of controls.
DOI: 10.6084/m9.figshare.20156681
title: Identification of effective control technologies for additive manufacturing

description: Additive manufacturing (AM) refers to several types of processes that join materials to build objects, often layer-by-layer, from a computer-aided design file. Many AM processes release potentially hazardous particles and gases during printing and associated tasks. There is limited understanding of the efficacy of controls including elimination, substitution, administrative, and personal protective technologies to reduce or remove emissions, which is an impediment to implementation of risk mitigation strategies. The Medline, Embase, Environmental Science Collection, CINAHL, Scopus, and Web of Science databases and other resources were used to identify 42 articles that met the inclusion criteria for this review. Key findings were as follows: 1) engineering controls for material extrusion-type fused filament fabrication (FFF) 3-D printers and material jetting printers that included local exhaust ventilation generally exhibited higher efficacy to decrease particle and gas levels compared with isolation alone, and 2) engineering controls for particle emissions from FFF 3-D printers displayed higher efficacy for ultrafine particles compared with fine particles and in test chambers compared with real-world settings. Critical knowledge gaps identified included a need for data: 1) on efficacy of controls for all AM process types, 2) better understanding approaches to control particles over a range of sizes and gas-phase emissions, 3) obtained using a standardized collection approach to facilitate inter-comparison of study results, 4) approaches that go beyond the inhalation exposure pathway to include controls to minimize dermal exposures, and 5) to evaluate not just the engineering tier, but also the prevention-through-design and other tiers of the hierarchy of controls.
DOI: 10.6084/m9.figshare.20417568.v1
title: RESEARCH ON FACTORS AFFECTING TOURIST INVOLVEMENT IN COFFEE TOURISM AFTER COVID-19 PANDEMIC IN THAILAND

description: A survey of 400 coffee tourists, both Thai and foreign, is administered as part of the study. Coffee tourism places in Thailand were mostly frequented for fun by Thai tourists, according to research. To learn about coffee production and marketing firsthand, they wanted to take a trip of coffee farms as well. Coffee tourism in northern Thailand appears to be very well managed, based on the responses of Thai tourists. For the same reason, replies from international coffee tourists revealed that many of their trips to coffee tourism sites were purely for pleasure rather than business. Additionally, they wanted to learn more about coffee tourism by meeting with regional tour guides and purchasing locally produced and handcrafted goods. <br> A total of 6,485,791 Thais and internationals visited coffee plantations during the study, including Chiang Rai, Chiang Mai, Mae Hong Son, and Lampang provinces. Several tourists from Thailand and abroad took part in coffee-related tourism activities, such as tours of the cultivation and production areas or tasting coffee. 400 visitors out of 6,485,791 visitors to the coffee plantations agreed to participate in the survey and fill out the questionnaire. A questionnaire was given to 400 visitors that covers attractions, accessibility, amenities, packages, activities, and ancillary services.
DOI: 10.25919/2x7q-z539
title: Parkes observations for project P574 semester 2022APRS_09

description: We request time to observe 260 pulsars on a regular basis in order to provide the accurate ephemerides necessary for the detection and characterisation of gamma-ray pulsars with the Fermi satellite. The main science goals are to increase the number of known gamma-ray pulsars (both radio loud and radio quiet), to determine accurate pulse profiles, and to characterise their high energy (phase-resolved) spectra. In the radio, the observations will also allow us to investigate: neutron stars and pulsar emission via detecting glitches and determining pulse timing parameters; and the ISM via measuring and monitoring dispersion measures, Faraday rotation measures, and scintillation. To date, we are (co-)authors on over 95 papers arising from the collaboration and P574 data, including four which use UWL observations. The data have contributed to the PhD theses of students from Bordeaux, Manchester, Oxford, Stanford, and Swinburne.
DOI: 10.6084/m9.figshare.20417568.v2
title: RESEARCH ON FACTORS AFFECTING TOURIST INVOLVEMENT IN COFFEE TOURISM AFTER COVID-19 PANDEMIC IN THAILAND

description: A survey of 400 coffee tourists, both Thai and foreign, is administered as part of the study. Coffee tourism places in Thailand were mostly frequented for fun by Thai tourists, according to research. To learn about coffee production and marketing firsthand, they wanted to take a trip of coffee farms as well. Coffee tourism in northern Thailand appears to be very well managed, based on the responses of Thai tourists. For the same reason, replies from international coffee tourists revealed that many of their trips to coffee tourism sites were purely for pleasure rather than business. Additionally, they wanted to learn more about coffee tourism by meeting with regional tour guides and purchasing locally produced and handcrafted goods. <br> A total of 6,485,791 Thais and internationals visited coffee plantations during the study, including Chiang Rai, Chiang Mai, Mae Hong Son, and Lampang provinces. Several tourists from Thailand and abroad took part in coffee-related tourism activities, such as tours of the cultivation and production areas or tasting coffee. 400 visitors out of 6,485,791 visitors to the coffee plantations agreed to participate in the survey and fill out the questionnaire. A questionnaire was given to 400 visitors that covers attractions, accessibility, amenities, packages, activities, and ancillary services.
DOI: 10.6084/m9.figshare.20438784.v1
title: Supplementary Material for: A gene signature comprising seven pyroptosis-related genes predicts prognosis in pediatric patients with acute myeloid leukemia

description: Introduction: To construct a pyroptosis-related risk score (RS) model for the prognosis of acute myeloid leukemia (AML). Methods: The TARGET (training) and E-MTAB-1216 (validation) datasets were downloaded. Pyroptosis-related genes with differences in expression were identified between the recurrent and non-recurrent samples of the training dataset. An RS prognostic model comprising seven pyroptosis-related genes was constructed using LASSO regression coefficients. The samples were classified into the high- and low-risk groups using the RS model; the differentially expressed genes (DEGs) between these groups were identified, followed by DEG functional analysis and the immunological evaluation of these groups. Results: Forty-nine pyroptosis-related genes, including 22 DEGs, were screened. WT1, NPM, FLT3/ITD, and CEBPA mutations were found in most pediatric AML samples. An RS prognostic model was constructed using seven pyroptosis-related genes. The two risk groups and prognostic data were significantly related. FLT3/ITD mutations, CEBPA mutations, and RS model status were identified as independent prognostic factors, using the clinical information. The DEGs between the two groups were correlated with immune-related pathways. Moreover, the immune cell distribution and occurrence of immune-related pathways were notably decreased in the high-risk group. Discussion/Conclusion: Seven pyroptosis-related genes, CHMP2A, PRKACA, CASP9, IRF2, CHMP3, HMGB1, and AIM2, can predict the prognosis and recurrence of childhood AML.
DOI: 10.6084/m9.figshare.20438784
title: Supplementary Material for: A gene signature comprising seven pyroptosis-related genes predicts prognosis in pediatric patients with acute myeloid leukemia

description: Introduction: To construct a pyroptosis-related risk score (RS) model for the prognosis of acute myeloid leukemia (AML). Methods: The TARGET (training) and E-MTAB-1216 (validation) datasets were downloaded. Pyroptosis-related genes with differences in expression were identified between the recurrent and non-recurrent samples of the training dataset. An RS prognostic model comprising seven pyroptosis-related genes was constructed using LASSO regression coefficients. The samples were classified into the high- and low-risk groups using the RS model; the differentially expressed genes (DEGs) between these groups were identified, followed by DEG functional analysis and the immunological evaluation of these groups. Results: Forty-nine pyroptosis-related genes, including 22 DEGs, were screened. WT1, NPM, FLT3/ITD, and CEBPA mutations were found in most pediatric AML samples. An RS prognostic model was constructed using seven pyroptosis-related genes. The two risk groups and prognostic data were significantly related. FLT3/ITD mutations, CEBPA mutations, and RS model status were identified as independent prognostic factors, using the clinical information. The DEGs between the two groups were correlated with immune-related pathways. Moreover, the immune cell distribution and occurrence of immune-related pathways were notably decreased in the high-risk group. Discussion/Conclusion: Seven pyroptosis-related genes, CHMP2A, PRKACA, CASP9, IRF2, CHMP3, HMGB1, and AIM2, can predict the prognosis and recurrence of childhood AML.
DOI: 10.6084/m9.figshare.20429397
title: Supplementary Material for: Changes in dimensions and functions of crystalline lens in high myopia using CASIA2 optical coherence tomography

description: Introduction: Crystalline lens is the major dioptric component and varies with refractive status. In this study, we aim to evaluate the changes of dimensions and functions of crystalline lens in high myopia and its correlated variables using CASIA2 swept-source optical coherence tomography (SS-OCT). Methods: One hundred and thirty eligible eyes of myopic patients from 18-40 years old were enrolled and divided into low-to-moderate myopia (LMM) and high myopia (HM) groups according to spherical equivalent (SE). Anterior segment features, including lens thickness (LT), anterior radius of curvature (ARC), posterior radius of curvature (PRC), anterior chamber depth (ACD) and lens tilt were obtained by CASIA2. Lens power was calculated using Bennett’s formula. Sixty-seven participants were imaged at static state and accommodative state induced by −3 diopter (D) stimulus. Results: Compared to LMM group, HM group exhibited a significantly reduction in LT, ARC and lens tilt (all P&lt;0.01). Each parameter correlated positively with SE (all P&lt;0.01). Lens power increased with LT and tilt (r=0.42, 0.45), but decreased with ARC and axial length (AL) (r=-0.37, -0.62) among highly myopic eyes. Multivariate regression analysis revealed that lower lens power appeared to be independently associated with axial elongation in both groups (LMM: β=–1.124, P=0.002; HM: β=–1.603, P&lt;0.001, respectively). Decreases in ARC and ACD were accompanied by accommodative response in each group, while PRC reduced during accommodation (P=0.009) only in high myopia. Conclusions: Young adults with high myopia presented the thinner thickness, smaller tilt, less lens power and higher accommodative response. Lens shape was closely associated with SE, however AL was a meaningful indicator of lens power.
DOI: 10.6084/m9.figshare.20429397.v1
title: Supplementary Material for: Changes in dimensions and functions of crystalline lens in high myopia using CASIA2 optical coherence tomography

description: Introduction: Crystalline lens is the major dioptric component and varies with refractive status. In this study, we aim to evaluate the changes of dimensions and functions of crystalline lens in high myopia and its correlated variables using CASIA2 swept-source optical coherence tomography (SS-OCT). Methods: One hundred and thirty eligible eyes of myopic patients from 18-40 years old were enrolled and divided into low-to-moderate myopia (LMM) and high myopia (HM) groups according to spherical equivalent (SE). Anterior segment features, including lens thickness (LT), anterior radius of curvature (ARC), posterior radius of curvature (PRC), anterior chamber depth (ACD) and lens tilt were obtained by CASIA2. Lens power was calculated using Bennett’s formula. Sixty-seven participants were imaged at static state and accommodative state induced by −3 diopter (D) stimulus. Results: Compared to LMM group, HM group exhibited a significantly reduction in LT, ARC and lens tilt (all P&lt;0.01). Each parameter correlated positively with SE (all P&lt;0.01). Lens power increased with LT and tilt (r=0.42, 0.45), but decreased with ARC and axial length (AL) (r=-0.37, -0.62) among highly myopic eyes. Multivariate regression analysis revealed that lower lens power appeared to be independently associated with axial elongation in both groups (LMM: β=–1.124, P=0.002; HM: β=–1.603, P&lt;0.001, respectively). Decreases in ARC and ACD were accompanied by accommodative response in each group, while PRC reduced during accommodation (P=0.009) only in high myopia. Conclusions: Young adults with high myopia presented the thinner thickness, smaller tilt, less lens power and higher accommodative response. Lens shape was closely associated with SE, however AL was a meaningful indicator of lens power.
DOI: 10.26180/21080245.v1
title: Data and R code from Farquhar et al Biological Conservation. Capturing uncatalogued distribution records to improve conservation assessments of Data Deficient species: a case study using the glossy grass skink.

description: These files include the <strong>environmental variables</strong><strong> </strong>(as a single NC file, generated with the R script), <strong>occurrence data</strong> (both the complete dataset and the geographically thinned dataset) and the <strong>R script</strong> of the analysis used for the paper: Farquhar et al Biological Conservation. Capturing uncatalogued distribution records to improve conservation assessments of Data Deficient species: a case study using the glossy grass skink.