cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.7924/r4g166t5p
title: Data from: ViscoNet: a lightweight FEA surrogate model for polymer nanocomposites viscoelastic response prediction

description: Polymer-based nanocomposites (PNCs) are formed by dispersing nanoparticles (NPs) within a polymer matrix, which creates polymer interphase regions that drive property enhancement. However, data-driven PNC design is challenging due to limited data. To address the challenge, we present ViscoNet, a surrogate model for finite element analysis (FEA) simulations of PNC viscoelastic (VE) response. ViscoNet leverages pre-training and finetuning to accelerate predicting VE response of a new PNC system. By predicting the entire VE response, ViscoNet surpasses previous scalar-based surrogate models for FEA simulation, offering better fidelity and efficiency. We explore ViscoNet's effectiveness through generalization tasks, both within thermoplastics and from thermoplastics to thermosets, reporting a mean absolute percentage error (MAPE) of < 5% for rubbery modulus and < 1% for glassy modulus in all cases and 1.22% on tan δ peak height prediction. With only 500 FEA simulations for finetuning, ViscoNet can generate over 20k VE responses within 2 minutes with 1 CPU, compared to 97 days with 4 CPUs via FEA simulations.
DOI: 10.15468/dl.54nqec
title: Occurrence Download

description: A dataset containing 17276052 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is North America",
 "Country is one of (United States of America, Canada)",
 "DatasetKey is one of (Arctic Species Trend Index (ASTI) : Terrestrial, Hatikka.fi observations, EOD – eBird Observation Dataset, iNaturalist Research-grade Observations)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "IucnRedListCategory is LC",
 "License is CC-BY 4.0",
 "OccurrenceStatus is Present",
 "PublishingOrg is one of (e2e717bf-551a-4917-bdc9-4fa0f342c530, 28eb1a3f-1c15-4a95-931a-4af90ecb574d, 44862593-2fdd-4491-ab79-b500b8272aac)",
 "TaxonKey is Sturnus vulgaris Linnaeus, 1758"
 ]
}

 The dataset includes 17276052 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021329-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tz7k5b
title: Occurrence Download

description: A dataset containing 246 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((18.77227 40.91512,54.22773 40.91512,54.22773 55.08488,18.77227 55.08488,18.77227 40.91512))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cymbaria borysthenica Pall. ex Schltdl."
 ]
}

 The dataset includes 246 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021338-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w72398
title: Occurrence Download

description: A dataset containing 4098 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Costa Rica",
 "DatasetKey is iNaturalist Research-grade Observations",
 "TaxonKey is Cebidae",
 "VerbatimScientificName is one of (Cebus imitator, Cebus capucinus, cebus capucinus imitator)"
 ]
}

 The dataset includes 4098 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021339-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g7kfsp
title: Occurrence Download

description: A dataset containing 22563 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "CoordinateUncertaintyInMeters is less than or equal to 10.0",
 "DatasetKey is iNaturalist Research-grade Observations",
 "Geometry POLYGON((-116.31133 45.68998,-116.31133 43.88894,-114.99519 42.91915,-113.64859 42.35944,-112.34457 41.70011,-111.89036 40.95286,-111.84641 39.59024,-112.24201 38.88695,-113.06251 38.22761,-113.20903 37.7441,-112.70926 37.51605,-110.76969 38.27803,-109.315 38.27803,-108.96161 37.75875,-108.24367 37.11407,-107.93598 36.76243,-107.4447 36.06137,-107.42317 35.4291,-106.47491 35.02231,-104.81242 35.50721,-104.3968 36.54626,-104.18898 38.20876,-104.46607 39.80198,-104.81242 41.94937,-105.43585 43.40405,-106.12856 44.51238,-106.8759 46.02231,-108.49049 47.06962,-110.49783 47.63691,-112.06878 48.29147,-113.02881 49.6006,-113.5234 51.10048,-113.94521 52.56797,-114.94887 53.65891,-117.1744 54.2262,-119.09446 55.62261,-120.70905 57.67358,-122.37617 59.41734,-123.01091 59.71669,-124.98737 59.74252,-126.31212 60.00227,-127.50699 59.30094,-127.90509 58.46454,-126.25447 57.83381,-125.58348 57.43122,-124.69778 57.02863,-123.90602 56.26371,-122.89094 54.5753,-121.36512 52.69787,-118.23438 49.73713,-117.69805 48.98967,-117.00404 47.90663,-117.07331 46.7983,-116.31133 45.68998))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "MediaType is Image",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Astragalus L., Dalea L., Glycyrrhiza Tourn. ex L., Hedysarum L., Lathyrus L., Lotus L., Lupinus L., Medicago L., Melilotus Mill., Onobrychis Mill., Oxytropis DC., Pediomelum Rydb., Thermopsis R.Br., Trifolium Tourn. ex L., Vicia L.)",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 22563 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021340-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/9806067
title: Vietnam SARS-CoV-2 | COVID-19 Data
DOI: 10.5281/zenodo.14036357
title: Hausdorf Zweigapotheke Ludwigsdorf  (ca. 1924/1947)

description: Historical questionnaire/s 1924/1948 and index cards, partly selected enclosures regarding the history of a German pharmacy, catalogued via Kalliope portal (Historischer Fragebogen 1924/1948 und Karteikarten, ggf. gemeinfreie Anlagen zur Apothekengeschichte; als Katalog dient das Nachlassportal Kalliope): https://kalliope-verbund.info/DE-611-BF-70963 [Funktion: Im Findbuch anzeigen]Please note: The Kalliope catalogue entry might indicate related material in the archival folder which cannot be published due to copyright or other legal restrictions (NB: Das Katalogisat bei Kalliope kann auch auf Materialien - teils erheblichen Umfangs - verweisen, die aus archiv- oder urheberrechtlichen Gründen nicht veröffentlicht werden dürfen).Historical
DOI: 10.5281/zenodo.14036358
title: Hausdorf Zweigapotheke Ludwigsdorf  (ca. 1924/1947)

description: Historical questionnaire/s 1924/1948 and index cards, partly selected enclosures regarding the history of a German pharmacy, catalogued via Kalliope portal (Historischer Fragebogen 1924/1948 und Karteikarten, ggf. gemeinfreie Anlagen zur Apothekengeschichte; als Katalog dient das Nachlassportal Kalliope): https://kalliope-verbund.info/DE-611-BF-70963 [Funktion: Im Findbuch anzeigen]Please note: The Kalliope catalogue entry might indicate related material in the archival folder which cannot be published due to copyright or other legal restrictions (NB: Das Katalogisat bei Kalliope kann auch auf Materialien - teils erheblichen Umfangs - verweisen, die aus archiv- oder urheberrechtlichen Gründen nicht veröffentlicht werden dürfen).Historical
DOI: 10.15468/dl.4g8hft
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "TaxonKey is Armillaria cepistipes Velen."
 ]
}

 The dataset includes 16 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021343-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t5aaac
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pithecopus araguaius Haga, Andrade, Bruschi, Recco-Pimentel & Giaretta, 2017",
 "Year 1970-2024"
 ]
}

 The dataset includes 7 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021348-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc26z6t7
title: CSD 2054829: Experimental Crystal Structure Determination

description: Related Article: Yuwei Chen, Wang Liu, Dong Wang, Naizheng Wang, Feidi Fan, Jun Shen, Guochun Zhang, Huimin Song, Heng Tu|2023|Inorg.Chem.|62|10263|doi:10.1021/acs.inorgchem.3c01060
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.uzkm29
title: Occurrence Download

description: A dataset containing 43625 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Psammodromus algirus (Linnaeus, 1758)"
 ]
}

 The dataset includes 43625 records from 188 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021347-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25505/fiz.icsd.cc2dd500
title: CSD 2216221: Experimental Crystal Structure Determination

description: Related Article: Ni Zhen, Jing Dong, Zhengguo Lin, Wei Lu, Jie Li, Yingnan Chi, Changwen Hu|2023|Inorg.Chem.|62|13824|doi:10.1021/acs.inorgchem.3c01575
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25505/fiz.icsd.cc2dfz0v
title: CSD 2217957: Experimental Crystal Structure Determination

description: Related Article: Xiaojing Ma, Honghao Yao, Shizhen Zhi, Peng Zhao, Sheng Ye, Sichen Duan, Li Yin, Juan Li, Xin Bao, Jiehe Sui, Feng Cao, Qian Zhang, Jun Mao|2023|Chem.Mater.|35|5640|doi:10.1021/acs.chemmater.3c01158
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25505/fiz.icsd.cc2dg232
title: CSD 2218053: Experimental Crystal Structure Determination

description: Related Article: Xiaojing Ma, Honghao Yao, Shizhen Zhi, Peng Zhao, Sheng Ye, Sichen Duan, Li Yin, Juan Li, Xin Bao, Jiehe Sui, Feng Cao, Qian Zhang, Jun Mao|2023|Chem.Mater.|35|5640|doi:10.1021/acs.chemmater.3c01158
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5281/zenodo.14036384
title: Havixbeck Baumberg Apotheke (ca. 1924/1947)

description: Historical questionnaire/s 1924/1948 and index cards, partly selected enclosures regarding the history of a German pharmacy, catalogued via Kalliope portal (Historischer Fragebogen 1924/1948 und Karteikarten, ggf. gemeinfreie Anlagen zur Apothekengeschichte; als Katalog dient das Nachlassportal Kalliope): https://kalliope-verbund.info/DE-611-BF-70963 [Funktion: Im Findbuch anzeigen]Please note: The Kalliope catalogue entry might indicate related material in the archival folder which cannot be published due to copyright or other legal restrictions (NB: Das Katalogisat bei Kalliope kann auch auf Materialien - teils erheblichen Umfangs - verweisen, die aus archiv- oder urheberrechtlichen Gründen nicht veröffentlicht werden dürfen).Historical
DOI: 10.5281/zenodo.14036385
title: Havixbeck Baumberg Apotheke (ca. 1924/1947)

description: Historical questionnaire/s 1924/1948 and index cards, partly selected enclosures regarding the history of a German pharmacy, catalogued via Kalliope portal (Historischer Fragebogen 1924/1948 und Karteikarten, ggf. gemeinfreie Anlagen zur Apothekengeschichte; als Katalog dient das Nachlassportal Kalliope): https://kalliope-verbund.info/DE-611-BF-70963 [Funktion: Im Findbuch anzeigen]Please note: The Kalliope catalogue entry might indicate related material in the archival folder which cannot be published due to copyright or other legal restrictions (NB: Das Katalogisat bei Kalliope kann auch auf Materialien - teils erheblichen Umfangs - verweisen, die aus archiv- oder urheberrechtlichen Gründen nicht veröffentlicht werden dürfen).Historical
DOI: 10.25505/fiz.icsd.cc2drrwt
title: CSD 2227377: Experimental Crystal Structure Determination

description: Related Article: He-Di Yang, Sheng-Hua Zhou, Mao-Yin Ran, Xin-Tao Wu, Hua Lin, Qi-Long Zhu|2023|Inorg.Chem.Front.|10|2030|doi:10.1039/D2QI02733J
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25505/fiz.icsd.cc2f26tk
title: CSD 2236458: Experimental Crystal Structure Determination

description: Related Article: Qiuyuan Feng|2023|ICSD Communication|||
description: Related Article: Qiuyuan Feng, Jianyi Zuo, Hong Du|2023|New J.Chem.|47|13697|doi:10.1039/D3NJ01020A
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25505/fiz.icsd.cc2f2xwb
title: CSD 2237142: Experimental Crystal Structure Determination

description: Related Article: M. P. Lewis, P. Wang*|2023|ICSD Communication|||
description: Related Article: M.P. Lewis, R. Kandel, G. Schatte, P.L. Wang|2023|Acta Crystallogr.,Sect.E:Cryst.Commun.|79|942|doi:10.1107/S2056989023007892
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.25505/fiz.icsd.cc2f6k8h
title: CSD 2240626: Experimental Crystal Structure Determination

description: Related Article: Athira Ravi, Sateesh Mulkapuri, Samar K. Das|2023|Inorg.Chem.|62|12650|doi:10.1021/acs.inorgchem.3c00423
description: An entry from the Inorganic Crystal Structure Database, the world’s repository for inorganic crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the joint CCDC and FIZ Karlsruhe Access Structures service and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.6084/m9.figshare.27460431
title: <b>Interlocutors modulate language plan and production in high and low-literate bilinguals:</b><b> </b><b>Evidence from eye movements.</b>

description: The data consists of RTs and visual world data (eye tracking data) from the study that explores how high-literate and low-literate bilinguals plan their language when interacting with interlocutors with varied L2 proficiency when presented in an interactive context.fc_lp1 - data set contains filtered eye tracking and RT data obtained from Low literate bilingualsfc_hp1 - data set contains filtered eye tracking and RT data obtained from High literate bilinguals
DOI: 10.6084/m9.figshare.27460431.v1
title: <b>Interlocutors modulate language plan and production in high and low-literate bilinguals:</b><b> </b><b>Evidence from eye movements.</b>

description: The data consists of RTs and visual world data (eye tracking data) from the study that explores how high-literate and low-literate bilinguals plan their language when interacting with interlocutors with varied L2 proficiency when presented in an interactive context.fc_lp1 - data set contains filtered eye tracking and RT data obtained from Low literate bilingualsfc_hp1 - data set contains filtered eye tracking and RT data obtained from High literate bilinguals
DOI: 10.15468/dl.ktwz8k
title: Occurrence Download

description: A dataset containing 24337 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Psammodromus algirus (Linnaeus, 1758)"
 ]
}

 The dataset includes 24337 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021352-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14036397
title: Hauzenberg Apotheke (ca. 1924/1947)

description: Historical questionnaire/s 1924/1948 and index cards, partly selected enclosures regarding the history of a German pharmacy, catalogued via Kalliope portal (Historischer Fragebogen 1924/1948 und Karteikarten, ggf. gemeinfreie Anlagen zur Apothekengeschichte; als Katalog dient das Nachlassportal Kalliope): https://kalliope-verbund.info/DE-611-BF-70963 [Funktion: Im Findbuch anzeigen]Please note: The Kalliope catalogue entry might indicate related material in the archival folder which cannot be published due to copyright or other legal restrictions (NB: Das Katalogisat bei Kalliope kann auch auf Materialien - teils erheblichen Umfangs - verweisen, die aus archiv- oder urheberrechtlichen Gründen nicht veröffentlicht werden dürfen).Historical
DOI: 10.5281/zenodo.14036398
title: Hauzenberg Apotheke (ca. 1924/1947)

description: Historical questionnaire/s 1924/1948 and index cards, partly selected enclosures regarding the history of a German pharmacy, catalogued via Kalliope portal (Historischer Fragebogen 1924/1948 und Karteikarten, ggf. gemeinfreie Anlagen zur Apothekengeschichte; als Katalog dient das Nachlassportal Kalliope): https://kalliope-verbund.info/DE-611-BF-70963 [Funktion: Im Findbuch anzeigen]Please note: The Kalliope catalogue entry might indicate related material in the archival folder which cannot be published due to copyright or other legal restrictions (NB: Das Katalogisat bei Kalliope kann auch auf Materialien - teils erheblichen Umfangs - verweisen, die aus archiv- oder urheberrechtlichen Gründen nicht veröffentlicht werden dürfen).Historical
DOI: 10.15468/dl.9m7ms3
title: Occurrence Download

description: A dataset containing 264677 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is North America",
 "Country is Mexico",
 "Geometry POLYGON((-89.87709 21.06887,-89.40969 21.06887,-89.40969 21.11464,-89.40969 21.30457,-89.87709 21.30457,-89.87709 21.06887))",
 "OccurrenceStatus is Present",
 "TaxonKey is Animalia",
 "Year 1985-2024"
 ]
}

 The dataset includes 264677 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021335-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.twxwps
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Planktonic foraminifera counts and stable oxygen isotope ratios of Pacific Ocean surface sediments"
 ]
}

 The dataset includes 54 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021356-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.tp5ryx
title: Occurrence Download

description: A dataset listing the 222 species recorded in GBIF matching the query:
{
 "and" : [
 "GadmGid is TZA.9_1",
 "TaxonKey is Mammalia"
 ]
}

 The dataset's 222 records were derived from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021334-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8xq93r
title: Occurrence Download

description: A dataset containing 337 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is Mexico",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Crotalus ravus Cope, 1865"
 ]
}

 The dataset includes 337 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021354-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ssvvea
title: Occurrence Download

description: A dataset containing 12156 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Spain",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Alytes obstetricans (Laurenti, 1768)"
 ]
}

 The dataset includes 12156 records from 32 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021355-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.k86tp3
title: Occurrence Download

description: A dataset containing 261 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, India, Nepal, Bhutan, Myanmar)",
 "TaxonKey is Lilium nanum Klotzsch"
 ]
}

 The dataset includes 261 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021357-241024112534372/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.