cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.15123642
title: Supplementary Material for: Hydrogen Peroxide Is Crucial for NLRP3 Inflammasome-Mediated IL-1β Production and Cell Death in Pneumococcal Infections of Bronchial Epithelial Cells

description: Epithelial cells play a crucial role in detection of the pathogens as well as in initiation of the host immune response<i>. Streptococcus pneumoniae</i> (pneumococcus) is a typical colonizer of the human nasopharynx, which can disseminate to the lower respiratory tract and subsequently cause severe invasive diseases such as pneumonia, sepsis, and meningitis. Hydrogen peroxide (H<sub>2</sub>O<sub>2</sub>) is produced by pneumococci as a product of the pyruvate oxidase SpxB. However, its role as a virulence determinant in pneumococcal infections of the lower respiratory tract is not well understood. In this study, we investigated the role of pneumococcal-derived H<sub>2</sub>O<sub>2</sub> in initiating epithelial cell death by analyzing the interplay between 2 key cell death pathways, namely, apoptosis and pyroptosis. We demonstrate that H<sub>2</sub>O<sub>2</sub> primes as well as activates the NLRP3 inflammasome and thereby mediates IL-1β production and release. Furthermore, we show that pneumococcal H<sub>2</sub>O<sub>2</sub> causes cell death via the activation of both apoptotic as well as pyroptotic pathways which are mediated by the activation of caspase-3/7 and caspase-1, respectively. However, H<sub>2</sub>O<sub>2</sub>-mediated IL-1β release itself occurs mainly via apoptosis.
DOI: 10.6084/m9.figshare.14769033
title: Supplementary Material for: Expression of the α7 Nicotinic Acetylcholine Receptor is Critically Required for the Antifibrotic Effect of PHA-543613 on Skin Fibrosis

description: Medicine
DOI: 10.6084/m9.figshare.14769033.v1
title: Supplementary Material for: Expression of the α7 Nicotinic Acetylcholine Receptor is Critically Required for the Antifibrotic Effect of PHA-543613 on Skin Fibrosis

description: Medicine
DOI: 10.6084/m9.figshare.15123721.v1
title: Additional file 2 of Multi-locus genome-wide association mapping for spike-related traits in bread wheat (Triticum aestivum L.)

description: Additional file 2: Table S1. Descriptive statistics details for all the studied traits. Table S2. Phenotypic data of environment 1 (E1: 2017–18), environment 2 (E2: 2018–19) and mean of E1 and E2. Table S3. List of candidate genes identified using MTAs detected in E1, E2 and combined (E1 and E2).
DOI: 10.6084/m9.figshare.15123721
title: Additional file 2 of Multi-locus genome-wide association mapping for spike-related traits in bread wheat (Triticum aestivum L.)

description: Additional file 2: Table S1. Descriptive statistics details for all the studied traits. Table S2. Phenotypic data of environment 1 (E1: 2017–18), environment 2 (E2: 2018–19) and mean of E1 and E2. Table S3. List of candidate genes identified using MTAs detected in E1, E2 and combined (E1 and E2).
DOI: 10.6084/m9.figshare.15123733
title: Additional file 1 of Factors associated with development of symptomatic disease in Ethiopian COVID-19 patients: a case-control study

description: Additional file 1. Asymptomatic Vs Symptomatic COVID-19. Data used for analysis.
DOI: 10.6084/m9.figshare.15123733.v1
title: Additional file 1 of Factors associated with development of symptomatic disease in Ethiopian COVID-19 patients: a case-control study

description: Additional file 1. Asymptomatic Vs Symptomatic COVID-19. Data used for analysis.
DOI: 10.6084/m9.figshare.15123778
title: Additional file 3 of Molecular and culture-based assessment of the microbiome in a zebrafish (Danio rerio) housing system during set-up and equilibration

description: Additional file 3. Core taxa found at a minimum of 0.01% mean relative abundance in 50% of all samples during the Early (TP1 to TP4), Mid (TP5 to TP8), or Late (TP9 to TP12) time-points.
DOI: 10.6084/m9.figshare.15123778.v1
title: Additional file 3 of Molecular and culture-based assessment of the microbiome in a zebrafish (Danio rerio) housing system during set-up and equilibration

description: Additional file 3. Core taxa found at a minimum of 0.01% mean relative abundance in 50% of all samples during the Early (TP1 to TP4), Mid (TP5 to TP8), or Late (TP9 to TP12) time-points.
DOI: 10.6084/m9.figshare.15123784.v1
title: Additional file 4 of Molecular and culture-based assessment of the microbiome in a zebrafish (Danio rerio) housing system during set-up and equilibration

description: Additional file 4. Taxonomic identity of 33 different culture isolates listed by time-point at which isolates were cultured (columns TP1-TP3, TP5-TP12), and the sample site (numbers: 1 = post-UV, 2 = tanks, 3 = pre-particulate, 4 = post-particulate, 5 = FBB, 6 = post-carbon). Column labeled ASV_ID and Taxonomic annotation indicate putative matches in the sequencing data, following post hoc BLAST analysis.
DOI: 10.6084/m9.figshare.15123784
title: Additional file 4 of Molecular and culture-based assessment of the microbiome in a zebrafish (Danio rerio) housing system during set-up and equilibration

description: Additional file 4. Taxonomic identity of 33 different culture isolates listed by time-point at which isolates were cultured (columns TP1-TP3, TP5-TP12), and the sample site (numbers: 1 = post-UV, 2 = tanks, 3 = pre-particulate, 4 = post-particulate, 5 = FBB, 6 = post-carbon). Column labeled ASV_ID and Taxonomic annotation indicate putative matches in the sequencing data, following post hoc BLAST analysis.
DOI: 10.34740/kaggle/dsv/2503029
title: Contrastive Language Image Pretraining by openai
DOI: 10.5281/zenodo.5163612
title: Training data for 'Upload data to ENA' (Galaxy Training Material)

description: The data here is a subset of the data published in 10.5281/zenodo.3732359 to be used in GTN 'Upload data to ENA' tutorial. Human traces have been removed following https://training.galaxyproject.org/training-material/topics/sequence-analysis/tutorials/human-reads-removal/tutorial.html
description: {"references": ["Wolfgang Maier, 2021 Removal of human reads from SARS-CoV-2 sequencing data (Galaxy Training Materials). https://training.galaxyproject.org/training-material/topics/sequence-analysis/tutorials/human-reads-removal/tutorial.html Online; accessed Wed Aug 04 2021", "Batut et al., 2018 Community-Driven Data Analysis Training for Biology Cell Systems 10.1016/j.cels.2018.05.012"]}
DOI: 10.5281/zenodo.4472866
title: Evaluation of the shucking of certain species of scallops contaminated with lipophilic toxins with a view to the production of edible parts meeting the safety requirements foreseen in the Union legislation - Summary statistics on occurrence and consumption data and exposure assessment results

description: The file contains the raw occurrence dataset on lipophilic toxins as extracted from EFSA DWH on 9 June 2020 on 16,845 analytical results presented in the opinion as described in its section 1.3.2. Occurrence data submitted to EFSA. The data is provided <em>in csv format</em>. This dataset is compliant with EFSA SSD model and contains two additional columns documenting issues identified in the cleaning process (column: issue) and the action taken (column: action) to address the issue (e.g. delete record or update values in specific fields). The link to the catalogues of controlled terminologies can be found under "Related identifiers”.
description: EU; XLSX; contam@efsa.europa.eu
DOI: 10.5281/zenodo.4472865
title: Evaluation of the shucking of certain species of scallops contaminated with lipophilic toxins with a view to the production of edible parts meeting the safety requirements foreseen in the Union legislation - Summary statistics on occurrence and consumption data and exposure assessment results

description: The file contains the raw occurrence dataset on lipophilic toxins as extracted from EFSA DWH on 9 June 2020 on 16,845 analytical results presented in the opinion as described in its section 1.3.2. Occurrence data submitted to EFSA. The data is provided <em>in csv format</em>. This dataset is compliant with EFSA SSD model and contains two additional columns documenting issues identified in the cleaning process (column: issue) and the action taken (column: action) to address the issue (e.g. delete record or update values in specific fields). The link to the catalogues of controlled terminologies can be found under "Related identifiers”.
description: EU; XLSX; contam@efsa.europa.eu
DOI: 10.14457/cmu.res.2018.7
title: การพัฒนาศูนย์ข้อมูลและเครือข่ายวิจัยพื้นที่ภาคเหนือตอนบนเพื่อการวิจัยและการขับเคลื่อนงานวิชาการรับใช้สังคม
DOI: 10.14457/cmu.res.2018.8
title: การเทียบสมรรถนะการจัดการทุนทางปัญญาในธุรกิจโลจิสติกส์โดยกระบวนการโครงข่ายเชิงวิเคราะห์ กรณีศึกษาบริษัทขนส่งพัสดุและไปรษณียภัณฑ์แบบเร่งด่วนในประเทศไทย
DOI: 10.14457/cmu.res.2017.7
title: โครงการวิจัย ทางเลือกระบบการผลิตทางเกษตรเพื่อความมั่นคงทางอาหารภายใต้ความเสี่ยงของการเปลี่ยนแปลงสภาพภูมิอากาศและความเสื่อมโทรม ของทรัพยากรเกษตรในจังหวัดแพร่
DOI: 10.14457/cmu.res.2018.9
title: โครงการเสริมอำนาจเครือข่ายการจัดการศึกษาข้ามแดนไทย-เมียนมา
DOI: 10.14457/cmu.res.2018.10
title: เครือข่ายสุขภาพชายแดนและบริการสุขภาพพื้นฐาน : การส่งเสริมความมั่นคงทางสุขภาพในพื้นที่เขตเศรษกิจพิเศษแม่สอด
DOI: 10.14457/cmu.res.2018.11
title: The effects of calorie restriction and exercise training on brain function in ovariectomized obese rats
DOI: 10.14457/cmu.res.2018.12
title: โครงการรูปแบบการจัดการศึกษาพระปริยัติธรรมแผนกสามัญศึกษาที่ตอบสนองต่อชุมชนและการสืบทอดบุคลากรทางพุทธศาสนา
DOI: 10.14457/cmu.res.2016.19
title: Effectiveness of physiotherapy for seniors with recurrent headaches associated with neck pain and dysfunction: a randomized controlled trial
DOI: 10.14457/cmu.res.2018.13
title: การปรับแต่งและอำนวยความสะดวก ในการสอนผู้เรียนที่มีความบกพร่องทางการเรียนรู้ ในห้องเรียนร่วมระดับประถมศึกษา
DOI: 10.14457/cmu.res.2017.8
title: การผลิตกระดาษปรับความชื้นและยับยั้งเชื้อแอนแทรคโนส เพื่อยืดอายุการเก็บมะม่วงน้ำดอกไม้
DOI: 10.14457/cmu.res.2018.14
title: การพัฒนาศักยภาพและเพิ่มขีดความสามารถในการบริหารจัดการผลิตภัณฑ์เมี่ยง
DOI: 10.14457/cmu.res.2016.20
title: สภาพแวดล้อมเมืองที่มีผลต่อการเกิดอาชญากรรม กรณีศึกษาเขตเมืองเก่า เชียงใหม่
DOI: 10.6084/m9.figshare.15123858
title: Increased microbial and substrate complexity result in higher molecular diversity of the dissolved organic matter (DOM) pool

description: For solid phase extracted DOM (SPE-DOM) isolation, one-liter filtered (0.7-μm GF/F) and acidified (pH 2) seawater was extracted using cartridges (500 mg, Agilent Bond Elut PPL, USA) as described by Dittmar <i>et al.</i>. Mass spectrometry analysis was performed according to He <i>et al.</i>. Individual assigned molecular formula signal intensity was normalized to the total identified molecular formulas intensities with S/N threshold greater than 6. Double bond equivalents (DBE) and modified aromaticity indices (AImod) of identified molecular formulas were calculated as previously described.
DOI: 10.12755/nrct.res.2015.118
title: การศึกษาประสิทธิผลและความคุ้มค่าของวัคซีนไวรัสโรต้าในจังหวัดนำร่อง(เพชรบูรณ์และสุโขทัย)(Effectiveness and Cost-effectiveness of Rotavirus Vaccine in Pilot Provinces (Petchaboon and Sukhothai))
DOI: 10.12755/nrct.res.2015.120
title: ประสิทธิศักย์องค์ประกอบทางเคมีของสารสกัดจากสัก(TectonagrandisL.f.) ต่อลูกน้ำยุงลายบ้าน(Aedesaegypti (L.))(Chemical composition of Teak (TectonagrandisL.f.)Extracts and efficacy of Teak (TectonagrandisL.f.) extracts against of Aedesaegypti (L.) Larvae.)
DOI: 10.14457/su.res.2015.25
title: อนุกรมวิธานและนิเวศวิทยาของหอยที่เป็นโฮสต์กึ่งกลางของพยาธิใบไม้วงศ์ Thiaridae และ Pachychilidae: ให้ความสำคัญที่หอยสกุล Thiara Röding, 1798, Melanoides Olivier, 1840 และ Brotia Adams, 1866 เป้าหมายเพื่อการตรวจทานชนิดพันธุ์ของประเทศไทย
DOI: 10.48370/ofd/ftn5y3/dxwgbh
title: HMW_Juncus_conglomeratus_L._emend._Leers_H_7039.jpg

description: :unav
DOI: 10.48370/ofd/ftn5y3
title: Sit skupiony (Juncus conglomeratus L.), 7039

description: Herbarium
DOI: 10.48370/ofd/jfznxt/dvmca1
title: HMW_Juncus_conglomeratus_L._emend._Leers_H_7064.jpg

description: :unav
DOI: 10.48370/ofd/jfznxt
title: Sit skupiony (Juncus conglomeratus L.), 7064

description: Herbarium
DOI: 10.48370/ofd/t6czu9/mdsul8
title: HMW_Juncus_conglomeratus_L._emend._Leers_H_8030.jpg

description: :unav
DOI: 10.48370/ofd/t6czu9
title: Sit skupiony (Juncus conglomeratus L.), 8030

description: Herbarium
DOI: 10.48370/ofd/ynnavg/ngzr9z
title: HMW_Juncus_conglomeratus_L._emend._Leers_H_8282.jpg

description: :unav
DOI: 10.48370/ofd/ynnavg
title: Sit skupiony (Juncus conglomeratus L.), 8282

description: Herbarium
DOI: 10.5281/zenodo.5166625
title: Kutatási adatkezelést támogató szolgáltatások előkészítése a Szegedi Tudományegyetemen kérdőív és válaszok

description: 2020 őszén egy, a mindennapi adatkezelési praxist vizsgáló kérdőívet készítettünk annak érdekében, hogy az SZTE kutatók között felmérjük a kutatási adatkezeléssel kapcsolatos elvárásokat, igényeket. A kérdőív összeállításához több hasonló hazai, és nemzetközi felmérés kérdéseit, illetve eredményeit vizsgáltuk meg, illetve igazítottuk a Szegedi Tudományegyetem speciális adottságaihoz, gyakorlatához.<br> A kutatási adatkezeléssel kapcsolatos kérdőív kitöltésére 2020. november 18. és 2021. január 7. között volt lehetőség, összesen 116 kutató töltötte ki a kérdőívet. A kérdőív öt fő kérdéscsoportból állt, ezek: 1) Személyes adatok; 2) Formátumok, adattípusok, etikai és jogi kérdések; 3) Adattárolás, archiválás és adatvesztés; 4) Az adatok hozzáférhetősége, megosztása és újrahasznosítása; 5) Adatkezeléssel kapcsolatos igények.<br> A kérdések összeállítása során elméleti és praktikus szempontokat egyaránt igyekeztünk figyelembe venni, ezért a válaszadók kutatási adatkezeléssel és -megosztással kapcsolatos motivációi, attitűdjei mellett az ezekkel kapcsolatos napi gyakorlatokra is rákérdeztünk. Célzott kérdéseket tettünk fel a kitöltők esetleges, az RDM egyes területein jelentkező hiányosságaira; illetve ezzel összefüggésben arra vonatkozóan, hogy a könyvtár a kutatási adatkezelés mely területein tudná leginkább támogatni a kutatóközösséget. A feltöltött PDF a kérdésekre adott válaszok összesített kiértékelését tartalmazza, míg a csatolt táblázat az egyes kitöltők válaszait strukturált módon jeleníti meg.
DOI: 10.48370/ofd/kjrucw/ldyzto
title: HMW_Juncus_conglomeratus_L._emend._Leers_H_8600.jpg

description: :unav
DOI: 10.5281/zenodo.5166624
title: Kutatási adatkezelést támogató szolgáltatások előkészítése a Szegedi Tudományegyetemen kérdőív és válaszok

description: 2020 őszén egy, a mindennapi adatkezelési praxist vizsgáló kérdőívet készítettünk annak érdekében, hogy az SZTE kutatók között felmérjük a kutatási adatkezeléssel kapcsolatos elvárásokat, igényeket. A kérdőív összeállításához több hasonló hazai, és nemzetközi felmérés kérdéseit, illetve eredményeit vizsgáltuk meg, illetve igazítottuk a Szegedi Tudományegyetem speciális adottságaihoz, gyakorlatához.<br> A kutatási adatkezeléssel kapcsolatos kérdőív kitöltésére 2020. november 18. és 2021. január 7. között volt lehetőség, összesen 116 kutató töltötte ki a kérdőívet. A kérdőív öt fő kérdéscsoportból állt, ezek: 1) Személyes adatok; 2) Formátumok, adattípusok, etikai és jogi kérdések; 3) Adattárolás, archiválás és adatvesztés; 4) Az adatok hozzáférhetősége, megosztása és újrahasznosítása; 5) Adatkezeléssel kapcsolatos igények.<br> A kérdések összeállítása során elméleti és praktikus szempontokat egyaránt igyekeztünk figyelembe venni, ezért a válaszadók kutatási adatkezeléssel és -megosztással kapcsolatos motivációi, attitűdjei mellett az ezekkel kapcsolatos napi gyakorlatokra is rákérdeztünk. Célzott kérdéseket tettünk fel a kitöltők esetleges, az RDM egyes területein jelentkező hiányosságaira; illetve ezzel összefüggésben arra vonatkozóan, hogy a könyvtár a kutatási adatkezelés mely területein tudná leginkább támogatni a kutatóközösséget. A feltöltött PDF a kérdésekre adott válaszok összesített kiértékelését tartalmazza, míg a csatolt táblázat az egyes kitöltők válaszait strukturált módon jeleníti meg.
DOI: 10.48370/ofd/kjrucw
title: Sit skupiony (Juncus conglomeratus L.), 8600

description: Herbarium
DOI: 10.48370/ofd/zrwbmw/wmfu38
title: HMW_Juncus_squarrosus_L._H_1429.jpg

description: :unav
DOI: 10.48370/ofd/zrwbmw
title: Sit sztywny (Juncus squarrosus L.), 1429

description: Herbarium
DOI: 10.48370/ofd/tbzf0e/8a8wyw
title: HMW_Juncus_squarrosus_L._H_4996.jpg

description: :unav
DOI: 10.48370/ofd/tbzf0e
title: Sit sztywny (Juncus squarrosus L.), 4996

description: Herbarium
DOI: 10.48370/ofd/iovrfk/m0tnsn
title: HMW_Juncus_squarrosus_L._H_5490.jpg

description: :unav
DOI: 10.48370/ofd/iovrfk
title: Sit sztywny (Juncus squarrosus L.), 5490

description: Herbarium
DOI: 10.48370/ofd/1dlbae/okwibm
title: HMW_Juncus_squarrosus_L._H_6357.jpg

description: :unav
DOI: 10.48370/ofd/1dlbae
title: Sit sztywny (Juncus squarrosus L.), 6357

description: Herbarium
DOI: 10.5281/zenodo.5163973
title: 2D materials-based homogeneous transistor-memory architecture for neuromorphic hardware

description: This dataset contains the raw data used for the publication: <strong>2D materials-based homogeneous transistor-memory architecture for neuromorphic hardware</strong> By Lei Tong<sup>1</sup>, Zhuiri Peng<sup>1</sup>, Runfeng Lin<sup>1</sup>, Zheng Li<sup>1</sup>, Yilun Wang<sup>1</sup>, Xinyu Huang<sup>1</sup>, Kan-Hao Xue<sup>1</sup>, Hangyu Xu<sup>2</sup>, Feng Liu<sup>3</sup>, Hui Xia<sup>2</sup>, Peng Wang<sup>2</sup>, Mingsheng Xu<sup>4</sup>, Wei Xiong<sup>1</sup>, Weida Hu<sup>2,</sup>*, Jianbin Xu<sup>5</sup>, Xinliang Zhang<sup>1</sup>, Lei Ye<sup>1,</sup>*, Xiangshui Miao<sup>1</sup> Detailed descriptions for each file can be found in "Dataset description.docx".
DOI: 10.5281/zenodo.5163972
title: 2D materials-based homogeneous transistor-memory architecture for neuromorphic hardware

description: This dataset contains the raw data used for the publication: <strong>2D materials-based homogeneous transistor-memory architecture for neuromorphic hardware</strong> By Lei Tong<sup>1</sup>, Zhuiri Peng<sup>1</sup>, Runfeng Lin<sup>1</sup>, Zheng Li<sup>1</sup>, Yilun Wang<sup>1</sup>, Xinyu Huang<sup>1</sup>, Kan-Hao Xue<sup>1</sup>, Hangyu Xu<sup>2</sup>, Feng Liu<sup>3</sup>, Hui Xia<sup>2</sup>, Peng Wang<sup>2</sup>, Mingsheng Xu<sup>4</sup>, Wei Xiong<sup>1</sup>, Weida Hu<sup>2,</sup>*, Jianbin Xu<sup>5</sup>, Xinliang Zhang<sup>1</sup>, Lei Ye<sup>1,</sup>*, Xiangshui Miao<sup>1</sup> Detailed descriptions for each file can be found in "Dataset description.docx".
DOI: 10.48370/ofd/uudq9q/oww8oc
title: HMW_Juncus_squarrosus_L._H_7348.jpg

description: :unav
DOI: 10.48370/ofd/uudq9q
title: Sit sztywny (Juncus squarrosus L.), 7348

description: Herbarium
DOI: 10.48370/ofd/v7xd1q/gspbu5
title: HMW_Juncus_squarrosus_L._H_8986.jpg

description: :unav
DOI: 10.48370/ofd/v7xd1q
title: Sit sztywny (Juncus squarrosus L.), 8986

description: Herbarium
DOI: 10.48370/ofd/8akypo/h1flz9
title: HMW_Juncus_compressus_Jacq._H_1665.jpg

description: :unav
DOI: 10.48370/ofd/8akypo
title: Sit ściśniony (Juncus compressus Jacq.), 1665

description: Herbarium
DOI: 10.48370/ofd/zw3jqc/gu1zw9
title: HMW_Juncus_compressus_Jacq._H_0167.jpg

description: :unav
DOI: 10.48370/ofd/zw3jqc
title: Sit ściśniony (Juncus compressus Jacq.), 167

description: Herbarium
DOI: 10.48370/ofd/g3xxoa/mi5j0i
title: HMW_Juncus_compressus_Jacq._H_2174.jpg

description: :unav
DOI: 10.48370/ofd/g3xxoa
title: Sit ściśniony (Juncus compressus Jacq.), 2174

description: Herbarium
DOI: 10.48370/ofd/hr2mkl/trnwae
title: HMW_Juncus_compressus_Jacq._H_2286.jpg

description: :unav
DOI: 10.48370/ofd/hr2mkl
title: Sit ściśniony (Juncus compressus Jacq.), 2286

description: Herbarium
DOI: 10.48370/ofd/dtbalh/ibregg
title: HMW_Juncus_compressus_Jacq._H_2657.jpg

description: :unav
DOI: 10.48370/ofd/dtbalh
title: Sit ściśniony (Juncus compressus Jacq.), 2657

description: Herbarium
DOI: 10.48370/ofd/5s93zw/zrds9k
title: HMW_Juncus_compressus_Jacq._H_4348.jpg

description: :unav
DOI: 10.48370/ofd/5s93zw
title: Sit ściśniony (Juncus compressus Jacq.), 4348

description: Herbarium
DOI: 10.48370/ofd/4jrr5v/0xyk3p
title: HMW_Juncus_compressus_Jacq._H_4998.jpg

description: :unav
DOI: 10.48370/ofd/4jrr5v
title: Sit ściśniony (Juncus compressus Jacq.), 4998

description: Herbarium
DOI: 10.48370/ofd/moaeru/6h7mjb
title: HMW_Juncus_compressus_Jacq._H_5615.jpg

description: :unav
DOI: 10.48370/ofd/moaeru
title: Sit ściśniony (Juncus compressus Jacq.), 5615

description: Herbarium
DOI: 10.48370/ofd/4qosyz/0ytpnb
title: HMW_Juncus_compressus_Jacq._H_5967.jpg

description: :unav
DOI: 10.48370/ofd/4qosyz
title: Sit ściśniony (Juncus compressus Jacq.), 5967

description: Herbarium
DOI: 10.48370/ofd/6gqcaq/ot5ipb
title: HMW_Juncus_compressus_Jacq._H_6159.jpg

description: :unav
DOI: 10.48370/ofd/6gqcaq
title: Sit ściśniony (Juncus compressus Jacq.), 6159

description: Herbarium
DOI: 10.48370/ofd/rwgwtb/m1jnkt
title: HMW_Juncus_compressus_Jacq._H_7033.jpg

description: :unav
DOI: 10.48370/ofd/rwgwtb
title: Sit ściśniony (Juncus compressus Jacq.), 7033

description: Herbarium
DOI: 10.48370/ofd/sgnrkz/qfvei6
title: HMW_Juncus_compressus_Jacq._H_8693.jpg

description: :unav
DOI: 10.48370/ofd/sgnrkz
title: Sit ściśniony (Juncus compressus Jacq.), 8693

description: Herbarium
DOI: 10.48370/ofd/s5brtw/csios9
title: HMW_Juncus_ranarius_J._O._E._Perrier_&_Songeon_H_03772.jpg

description: :unav
DOI: 10.48370/ofd/s5brtw
title: Sit żabi (Juncus ranarius Perrier Songeon), 3772

description: Herbarium
DOI: 10.48370/ofd/atxx3e/evtmm1
title: HMW_Glaucium_flavum_Crantz_H_06766.jpg

description: :unav
DOI: 10.48370/ofd/atxx3e
title: Siwiec żółty (Glaucium flavum Crantz), 6766

description: Herbarium
DOI: 10.48505/nims.3030
title: Process parameters and magnetic properties (coercivity, remanence, squareness, maximum energy product) of data-driven fabrication of Nd-Fe-B anisotropic magnets by direct hot extrusion.

description: We implemented an active learning pipeline assisted by machine learning and Bayesian optimization (ALMLBO) for predicting magnetic properties (coercivity, remanence, squareness) of Nd-Fe-B anisotropic magnets fabricated by direct hot extrusion, using a fixed commercial Nd14Fe76Co3.4B6Ga0.6 (at%) powder (MQU-F™), from their process parameters, and propose optimal processing leading to high coercivity and remanence, simultaneously. ALMLBO allowed us to optimize the process to exhibit high coercivity, 𝞵0Hc ~ 1.7 T, and remanence, 𝞵0Br ~ 1.4 T, resulting in an excellent maximum energy product, (BH)max ~ 380 kJ/m3. Therefore, the following dataset contains the process parameters (hot-press temperature and load; hot extrusion temperature, ram speed, and load limit; the identification number of the dies used at the extrusion exit) as well as the magnetic properties (coercivity, remanence, squareness, maximum energy product) of Nd-Fe-B anisotropic magnets, fabricated by direct hot extrusion, obtained before and during 3 cycles of ALMLBO.