cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.8213097
title: MPI-PCB Dataset

description: The Multi-Perspective and Illumination PCB (MPI-PCB) dataset contains 1742 images with dimensions of 4096 × 2816-pixel showing an unmodified PCB from a gas pump. The images were captured using a Canon EOS 1100D camera with 18–55 mm lenses. The set also contains 55 images showing the board with modifications manually added by the authors, which are meant to be representative of situations encountered in actual frauds. These samples also contains labeled semantic segmentation masks that represents the localization of the frauds, being able to execute the comparision between different techniques. Images were captured from a generally overhead view, but without strict demands on position or illumination, as expected in a real-world situation. To reduce variations that may occur in the image registration step and focus on the anomaly detection problem, the dataset contains the images after the registration procedure described in the original paper: Image-Based Detection of Modifications in Assembled PCBs with Deep Convolutional Autoencoders (https://www.mdpi.com/1424-8220/23/3/1353) The dataset is available on several formats following what was used on the paper: The images in the original size with alignment. The images already split in grids as presented in the paper. The .tfrecord used in the training using Google Colab TPUs*. In the images format the dataset were organized following the MVTec-AD structure, so it is easy to use the same source codes for MVTec-AD. Please cite: <pre>@article{candido2023image, title={Image-Based Detection of Modifications in Assembled PCBs with Deep Convolutional Autoencoders}, author={Candido de Oliveira, Diulhio and Nassu, Bogdan Tomoyuki and Wehrmeister, Marco Aurelio}, journal={Sensors}, volume={23}, number={3}, pages={1353}, year={2023}, publisher={MDPI} }</pre>
DOI: 10.5517/ccdc.csd.cc28ft3n
title: CCDC 2098641: Experimental Crystal Structure Determination

description: Related Article: Lisette R. Warren, Evana McGowan, Margaret Renton, Carole A. Morrison, Nicholas P. Funnell|2021|Chemical Science|12|12711|doi:10.1039/D1SC04051K
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: 10.5517/ccdc.csd.cc2ftcc0
title: CCDC 2258702: Experimental Crystal Structure Determination

description: Related Article: Fanxi Sun|2023|CSD Communication|||
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: 10.5517/ccdc.csd.cc2fw4m3
title: CCDC 2260415: Experimental Crystal Structure Determination

description: Related Article: Jianan Li, Anne Jaeger|2023|CSD Communication|||
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: 10.6073/pasta/a324d439b525f42268ffaba971f256a4
title: Efficacy and fate of fluridone applications for control of invasive submersed aquatic vegetation in the estuarine environment of the Sacramento-San Joaquin Delta

description: We conducted a study in the Sacramento-San Joaquin Delta to determine efficacy of the widely used herbicide fluridone in an estuarine ecosystem. The primary goal of SAV removal was restoration of open water habitat for endangered Hypomesus transpacificus (Delta Smelt). Over 18 months and multiple sets of multi-week fluridone applications, we monitored concentrations of fluridone and responses by SAV across pairs of treated and reference sites. Fluridone concentrations in the water were generally below the 2-5 parts per billion required for SAV control. Monitoring demonstrated these low water concentrations were likely due to dissipation by tides, despite use of pelleted fluridone formulations marketed for flowing water environments. Fluridone did, however, accumulate in sediment at concentrations hundreds of times higher than those measured in the water. Nonetheless, we did not observe lasting reductions in SAV abundance or changes in SAV community composition. By demonstrating lack of efficacy of one of the few herbicides permitted for use in this estuary, this study highlights the need for development of SAV management tools tailored to the challenges of hydrologically complex environments like estuaries.
DOI: 10.25345/c56m33d9p
title: MassIVE MSV000092652 - GNPS_maternal_infant_mouse_antibiotics_hypo2
title: Metabolomics from mother/infant feces and serum of mice from hypothesis 2 (mother treated with ampicillin while lactating). Collaboration with Nizet/Liu labs.
DOI: 10.5281/zenodo.7423099
title: Mindfulness-Based Intervention effect on the psychophysiological marker of self-regulation in women with endometriosis.

description: Data used in the paper investigating the Mindfulness-Based Intervention effect on the psychophysiological marker of self-regulation in women with endometriosis.
DOI: 10.5281/zenodo.7423098
title: Mindfulness-Based Intervention effect on the psychophysiological marker of self-regulation in women with endometriosis.

description: Data used in the paper investigating the Mindfulness-Based Intervention effect on the psychophysiological marker of self-regulation in women with endometriosis.
DOI: 10.11570/23.0010
title: A high-resolution extinction mapping technique for face-on disc galaxies
DOI: 10.21227/jftq-3e97
title: Open Seizure Database v1.0.0

description: This research introduces the Open Seizure Database and Toolkit as a novel, publicly accessible resource designed to advance non-electroencephalogram seizure detection research. This paper highlights the scarcity of resources in the non-electroencephalogram domain and establishes the Open Seizure Database as the first openly accessible database containing multimodal sensor data from 49 participants in real-world, in-home environments. The database is comprised of 494 events, encompassing 146 epileptic seizures, collected over a duration of 453 days, presenting the most extensive publicly available non-electroencephalogram seizure data to date. Additionally, the database has 348 labelled false alarms, including 302 common human movements and activities. The Open Seizure Toolkit is designed to facilitate machine and deep learning practices by streamlining data from the Open Seizure Database. Utilising these resources, researchers can rapidly develop and train seizure detection models before deploying them to the Open Seizure Detector Android application. Access to these resources is expected to foster collaborative efforts, ultimately contributing to the establishment of a non-electroencephalogram gold standard and advancing the field of seizure detection.
DOI: 10.7925/drs1.duchas_4683165
title: Scidigh agus an Sagart

description: Story collected by Pádraig de Londra, a student at Na Gleannta school (Glin South, Co. Kerry) from informant Pádraig de Lonndra.
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher Ss. Ó Conchabhair.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_4943964
title: Care of the Feet

description: Story collected by Agnes O Brien, a student at Baile na Carraige, Cill Díoma school (Ballynacarriga, Co. Limerick) from informant Mr J. O Connor.
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher Séamus Ó Gríobhtha.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_4486218
title: Scéal

description: Story collected by Bríghid Bhreathnach, a student at Mín na Mánrach school (Meenamarragh, Co. Donegal) from informant Antoin Ó Gallchobhair.
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher Niall ac Suibhne.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_4683167
title: Scéalta Crábhaidh - An tSiobháinín

description: Story collected by a student at An Bloscaod Mór school (Great Blasket Island, Co. Kerry) (no informant identified).
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher Máire Nic Gearailt.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_4683169
title: Lá Maraithe na bhFear

description: Story collected by Máire Ní Síthigh, a student at Na Gleannta school (Glin South, Co. Kerry) from informant Eoghan Mac Síthigh.
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher Ss. Ó Conchabhair.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_4943967
title: Prayers

description: Story collected by Michael O Byrnes, a student at Baile na Carraige, Cill Díoma school (Ballynacarriga, Co. Limerick) from informant Stephen O Byrnes.
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher Séamus Ó Gríobhtha.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_4486220
title: Scéal

description: Story collected by Bríghid Ní Dhubhgáin, a student at Mín na Mánrach school (Meenamarragh, Co. Donegal) from informant Caitlín Nic Ailín.
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher Niall ac Suibhne.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_4683171
title: Aonmhac an Díreoig Ó Éirinn

description: Story collected by a student at Ceanntrágha (Ventry) school (Ventry, Co. Kerry) from informant Máire Bean Nic Gearailt.
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher Donncha Ó Cúrnáin.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_4943968
title: Poem

description: Story collected by Michael M. O Flynn, a student at Creathlach, Mainistir na Féile school (Crataloe West, Co. Limerick) (no informant identified).
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher Dáithí Mac an Bháird.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_4486221
title: Scéal

description: Story collected by Máire Bhreathnach, a student at Mín na Mánrach school (Meenamarragh, Co. Donegal) from informant Bríghid Nic Ailín.
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher Niall ac Suibhne.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_4683173
title: Dó

description: Story collected by Máighréad Ní Shéaghda, a student at Baile an Ghóilín (Scoil N. Finghín) school (Burnham East, Co. Kerry) from informant Pádraig Ó Séaghdha.
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher Dll. Ó Loingsigh.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_4943969
title: Prayers

description: Story collected by Agnes O' Brien, a student at Baile na Carraige, Cill Díoma school (Ballynacarriga, Co. Limerick) from informant Mrs O' Brien.
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher Séamus Ó Gríobhtha.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_4486222
title: Scéal

description: Story collected by Sorcha Ní Fhirghil, a student at Mín na Mánrach school (Meenamarragh, Co. Donegal) from informant Eibhlín Ní Fhirghil.
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher Niall ac Suibhne.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_4486223
title: Scéal

description: Story collected by Sorcha Ní Fhirghil, a student at Mín na Mánrach school (Meenamarragh, Co. Donegal) from informant Seán Ó Dubhthaigh.
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher Niall ac Suibhne.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_4683174
title: Giorria

description: Story collected by Eibhlís Ní Chinnéide, a student at Clochar na Toirbhirte, An Daingean school (Dingle, Co. Kerry) from informant Eibhlís Nic Ghearailt.
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher An tSr. Máire.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.5281/zenodo.10251475
title: The Blockchain Trilemma: an Evaluation Framework (Replication Package)

description: This repository contains essential data files used to generate graphs and statistics related to various blockchain ecosystems. These files are the result of aggregation and cleaning procedures applied to raw data collected from reputable sources within each respective blockchain network. 

Transaction Per Second



Cardano: 



Theoretical: 5.35

Maximum: 5.74



Solana:



Theoretical: 710,000

Maximum: 1763



Arbitrum:



Theoretical: 40000

Maximum: 3.09



zkSync:



Theoretical: 2000

Maximum: 0.521



Polygon:



Theoretical: 7200

Maximum: 101.97 



Bitcoin:



Theoretical: 27

Maximum: 4.53



Ethereum:



Theoretical: 30

Maximum: 19.86




Nakamoto Coefficients



arbitrum_aggregators.json



Description: presents information on Arbitrum network aggregators' transaction count

Data Source: https://etherscan.io/apis



cardano_stake.json



Description: details stake-related data pertinent to the Cardano blockchain. For each exchange address the amount of holded stake

Data Source: https://pooltool.io/



polygon_validators.json



Description: provides insights into validators within the Polygon network. For each validator's name, the amount of held stake.

Data Source: https://wallet.polygon.technology



solana_validators.json



Description: provides information on validators operating within the Solana network. For each validator, the amount of held stake and details about the validator node.

Data Source: https://www.validators.app/



zksync_validators.json



Description: Contains data on validators associated with the zkSync protocol. For each validator's address, the amount of transactions processed.

Data Source: https://etherscan.io/apis




Security Quantitative Evaluation



Cardano



Cardinality of the smallest amount of nodes adding up to 33% of stake: 119

33% Stake: 895,706,097.1264836 ADA

ADA Value @ 13 Dec-2023 = 0.59

Cost of Attack: 895,706,097.1264836 * 0.59 = 528,466,597.3046253 $



Solana



Cardinality of the smallest amount of nodes adding up to 33% of stake: 18

33% Stake: 126,950,233.4364128 SOL

SOL Value @ 13 Dec-2023 = 71.78

Cost of Attack: 126,950,233.4364128 * 71.78 = 9,112,487,756.06571 $



Polygon



Cardinality of the smallest amount of nodes adding up to 33% of stake: 2

33% Stake: 1,016,718,726.6246895 MATIC

MATIC Value @ 13 Dec-2023 = 0.8317

Cost of Attack: 1,016,718,726.6246895 * 71.78 = 845,604,964.9337542 $



Ethereum



Cardinality of the smallest amount of nodes adding up to 33% of stake: 1

33% Stake: 28907872.7327942/3 = 9,635,957.577598067 ETH

ETH Value @ 08 Jan-2024 = 2133,90

Cost of Attack: 9,635,957.577598067 * 2133,90 = 20,562,169,874.8365 $



Bitcoin: $7.9 billion source
DOI: 10.5281/zenodo.10251476
title: The Blockchain Trilemma: an Evaluation Framework (Replication Package)

description: This repository contains essential data files used to generate graphs and statistics related to various blockchain ecosystems. These files are the result of aggregation and cleaning procedures applied to raw data collected from reputable sources within each respective blockchain network. 

Transaction Per Second



Cardano: 



Theoretical: 5.35

Maximum: 5.74



Solana:



Theoretical: 710,000

Maximum: 1763



Arbitrum:



Theoretical: 40000

Maximum: 3.09



zkSync:



Theoretical: 2000

Maximum: 0.521



Polygon:



Theoretical: 7200

Maximum: 101.97 



Bitcoin:



Theoretical: 27

Maximum: 4.53



Ethereum:



Theoretical: 30

Maximum: 19.86




Nakamoto Coefficients



arbitrum_aggregators.json



Description: presents information on Arbitrum network aggregators' transaction count

Data Source: https://etherscan.io/apis



cardano_stake.json



Description: details stake-related data pertinent to the Cardano blockchain. For each exchange address the amount of holded stake

Data Source: https://pooltool.io/



polygon_validators.json



Description: provides insights into validators within the Polygon network. For each validator's name, the amount of held stake.

Data Source: https://wallet.polygon.technology



solana_validators.json



Description: provides information on validators operating within the Solana network. For each validator, the amount of held stake and details about the validator node.

Data Source: https://www.validators.app/



zksync_validators.json



Description: Contains data on validators associated with the zkSync protocol. For each validator's address, the amount of transactions processed.

Data Source: https://etherscan.io/apis




Security Quantitative Evaluation



Cardano



Cardinality of the smallest amount of nodes adding up to 33% of stake: 119

33% Stake: 895,706,097.1264836 ADA

ADA Value @ 13 Dec-2023 = 0.59

Cost of Attack: 895,706,097.1264836 * 0.59 = 528,466,597.3046253 $



Solana



Cardinality of the smallest amount of nodes adding up to 33% of stake: 18

33% Stake: 126,950,233.4364128 SOL

SOL Value @ 13 Dec-2023 = 71.78

Cost of Attack: 126,950,233.4364128 * 71.78 = 9,112,487,756.06571 $



Polygon



Cardinality of the smallest amount of nodes adding up to 33% of stake: 2

33% Stake: 1,016,718,726.6246895 MATIC

MATIC Value @ 13 Dec-2023 = 0.8317

Cost of Attack: 1,016,718,726.6246895 * 71.78 = 845,604,964.9337542 $



Ethereum



Cardinality of the smallest amount of nodes adding up to 33% of stake: 1

33% Stake: 28907872.7327942/3 = 9,635,957.577598067 ETH

ETH Value @ 08 Jan-2024 = 2133,90

Cost of Attack: 9,635,957.577598067 * 2133,90 = 20,562,169,874.8365 $



Bitcoin: $7.9 billion source
DOI: 10.7925/drs1.duchas_4943971
title: Prayers

description: Story collected by Maurice Fitzgerald, a student at Baile na Carraige, Cill Díoma school (Ballynacarriga, Co. Limerick) from informant John Fitzgerald.
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher Séamus Ó Gríobhtha.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_4486224
title: Scéal

description: Story collected by Dómhnall Ó Gallcobhair, a student at Mín na Mánrach school (Meenamarragh, Co. Donegal) from informant Nóra Ní Gallchobhair.
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher Niall ac Suibhne.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_4683175
title: Toibreacha Beannaithe - Tobar na Molt

description: Story collected by a student at An Bloscaod Mór school (Great Blasket Island, Co. Kerry) (no informant identified).
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher Máire Nic Gearailt.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_4943972
title: Prayers

description: Story collected by Michael Conway, a student at Baile na Carraige, Cill Díoma school (Ballynacarriga, Co. Limerick) from informant Patrick Conway.
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher Séamus Ó Gríobhtha.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.
DOI: 10.7925/drs1.duchas_4486225
title: Scéal

description: Story collected by Bríghid Bhreathnach, a student at Mín na Mánrach school (Meenamarragh, Co. Donegal) from informant Antoin O Gallcobhair.
description: Collected as part of the Schools' Folklore scheme, 1937-1938, under the supervision of teacher Niall ac Suibhne.
description: Supported by funding from the Department of Arts, Heritage and the Gaeltacht (Ireland), University College Dublin, and the National Folklore Foundation (Fondúireacht Bhéaloideas Éireann), 2014-2016.