cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.wemabz
title: Occurrence Download

description: A dataset containing 300 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Observation)",
 "CoordinateUncertaintyInMeters 0.0-1060.0",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Arctocephalus tropicalis (J.E.Gray, 1872)"
 ]
}

 The dataset includes 300 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000709-230918134249559/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id212667.1
title: StrainInfo SI-ID 212667.1

description: StrainInfo dataset 212667 about a strain of Unidentified. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id212668.1
title: StrainInfo SI-ID 212668.1

description: StrainInfo dataset 212668 about a strain of Anagnostidinema exile. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.15468/dl.mytawc
title: Occurrence Download

description: A dataset containing 1884 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Pagellus bogaraveo (Brünnich, 1768)"
 ]
}

 The dataset includes 1884 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0219614-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id212744.1
title: StrainInfo SI-ID 212744.1

description: StrainInfo dataset 212744 about a strain of Bradyrhizobium. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id212745.1
title: StrainInfo SI-ID 212745.1

description: StrainInfo dataset 212745 about a strain of Bradyrhizobium. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.15468/dl.swcwyw
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Degranvillea dermaptera Determann"
 ]
}

 The dataset includes 30 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009793-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id212746.1
title: StrainInfo SI-ID 212746.1

description: StrainInfo dataset 212746 about a strain of Limosilactobacillus fermentum. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id212747.1
title: StrainInfo SI-ID 212747.1

description: StrainInfo dataset 212747 about a strain of Limosilactobacillus fermentum. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id212599.1
title: StrainInfo SI-ID 212599.1

description: StrainInfo dataset 212599 about a strain of Unidentified. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id212600.1
title: StrainInfo SI-ID 212600.1

description: StrainInfo dataset 212600 about a strain of Unidentified. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id212601.1
title: StrainInfo SI-ID 212601.1

description: StrainInfo dataset 212601 about a strain of Unidentified. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id212602.1
title: StrainInfo SI-ID 212602.1

description: StrainInfo dataset 212602 about a strain of Unidentified. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id212669.1
title: StrainInfo SI-ID 212669.1

description: StrainInfo dataset 212669 about a strain of Phormidium. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id212670.1
title: StrainInfo SI-ID 212670.1

description: StrainInfo dataset 212670 about a strain of Aphanothece. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id212671.1
title: StrainInfo SI-ID 212671.1

description: StrainInfo dataset 212671 about a strain of Phaeodactylum tricornutum. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id212748.1
title: StrainInfo SI-ID 212748.1

description: StrainInfo dataset 212748 about a strain of Trichoderma ghanense. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id212749.1
title: StrainInfo SI-ID 212749.1

description: StrainInfo dataset 212749 about a strain of Aspergillus parasiticus. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id212750.1
title: StrainInfo SI-ID 212750.1

description: StrainInfo dataset 212750 about a strain of Morganella morganii. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id212751.1
title: StrainInfo SI-ID 212751.1

description: StrainInfo dataset 212751 about a strain of Escherichia coli. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id212603.1
title: StrainInfo SI-ID 212603.1

description: StrainInfo dataset 212603 about a strain of Unidentified. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id212604.1
title: StrainInfo SI-ID 212604.1

description: StrainInfo dataset 212604 about a strain of Unidentified. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id212605.1
title: StrainInfo SI-ID 212605.1

description: StrainInfo dataset 212605 about a strain of Ulva. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id212606.1
title: StrainInfo SI-ID 212606.1

description: StrainInfo dataset 212606 about a strain of Chroococcus. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id212673.1
title: StrainInfo SI-ID 212673.1

description: StrainInfo dataset 212673 about a strain of Phaeodactylum tricornutum. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id212674.1
title: StrainInfo SI-ID 212674.1

description: StrainInfo dataset 212674 about a strain of Phaeodactylum tricornutum. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id212676.1
title: StrainInfo SI-ID 212676.1

description: StrainInfo dataset 212676 about a strain of Mesodinium rubrum. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id212677.1
title: StrainInfo SI-ID 212677.1

description: StrainInfo dataset 212677 about a strain of Teleaulax acuta. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id212752.1
title: StrainInfo SI-ID 212752.1

description: StrainInfo dataset 212752 about a strain of Salmonella enterica subsp. enterica. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id212753.1
title: StrainInfo SI-ID 212753.1

description: StrainInfo dataset 212753 about a strain of Salmonella enterica subsp. enterica. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id212754.1
title: StrainInfo SI-ID 212754.1

description: StrainInfo dataset 212754 about a strain of Salmonella enterica subsp. enterica. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id212607.1
title: StrainInfo SI-ID 212607.1

description: StrainInfo dataset 212607 about a strain of Unidentified. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id212755.1
title: StrainInfo SI-ID 212755.1

description: StrainInfo dataset 212755 about a strain of Streptococcus mitis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id212608.1
title: StrainInfo SI-ID 212608.1

description: StrainInfo dataset 212608 about a strain of Unidentified. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id212609.1
title: StrainInfo SI-ID 212609.1

description: StrainInfo dataset 212609 about a strain of Chlamydomonas. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id212610.1
title: StrainInfo SI-ID 212610.1

description: StrainInfo dataset 212610 about a strain of Prasinoderma coloniale. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id212678.1
title: StrainInfo SI-ID 212678.1

description: StrainInfo dataset 212678 about a strain of Prasinoderma coloniale. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id212679.1
title: StrainInfo SI-ID 212679.1

description: StrainInfo dataset 212679 about a strain of Unidentified. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id212680.1
title: StrainInfo SI-ID 212680.1

description: StrainInfo dataset 212680 about a strain of Prorocentrum lima. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id212681.1
title: StrainInfo SI-ID 212681.1

description: StrainInfo dataset 212681 about a strain of Prorocentrum lima. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.15468/dl.dehz84
title: Occurrence Download

description: A dataset containing 127 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phengaris rebeli (Hirschke, 1904)"
 ]
}

 The dataset includes 127 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042294-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id212756.1
title: StrainInfo SI-ID 212756.1

description: StrainInfo dataset 212756 about a strain of Monascus ruber. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id212757.1
title: StrainInfo SI-ID 212757.1

description: StrainInfo dataset 212757 about a strain of Levilactobacillus brevis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id212758.1
title: StrainInfo SI-ID 212758.1

description: StrainInfo dataset 212758 about a strain of Enterococcus faecalis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id212759.1
title: StrainInfo SI-ID 212759.1

description: StrainInfo dataset 212759 about a strain of Leuconostoc mesenteroides subsp. mesenteroides. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id212611.1
title: StrainInfo SI-ID 212611.1

description: StrainInfo dataset 212611 about a strain of Tolypothrix. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id212612.1
title: StrainInfo SI-ID 212612.1

description: StrainInfo dataset 212612 about a strain of Unidentified. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id212613.1
title: StrainInfo SI-ID 212613.1

description: StrainInfo dataset 212613 about a strain of Unidentified. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id212614.1
title: StrainInfo SI-ID 212614.1

description: StrainInfo dataset 212614 about a strain of Unidentified. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.15468/dl.xjp4fc
title: Occurrence Download

description: A dataset containing 4284 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Bactrocera cucurbitae (Coquillett, 1899)"
 ]
}

 The dataset includes 4284 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0082008-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.60712/si-id212682.1
title: StrainInfo SI-ID 212682.1

description: StrainInfo dataset 212682 about a strain of Prorocentrum lima. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id212683.1
title: StrainInfo SI-ID 212683.1

description: StrainInfo dataset 212683 about a strain of Prorocentrum lima. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id212684.1
title: StrainInfo SI-ID 212684.1

description: StrainInfo dataset 212684 about a strain of Coolia monotis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id212685.1
title: StrainInfo SI-ID 212685.1

description: StrainInfo dataset 212685 about a strain of Prorocentrum lima. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id212760.1
title: StrainInfo SI-ID 212760.1

description: StrainInfo dataset 212760 about a strain of Lactococcus lactis subsp. lactis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.60712/si-id212761.1
title: StrainInfo SI-ID 212761.1

description: StrainInfo dataset 212761 about a strain of Lactococcus lactis subsp. lactis. StrainInfo is a service developed to provide a resolution of microbial strain identifiers by storing culture collection numbers, their relations, and culture-associated data. StrainInfo is part of NFDI4Microbiota consortium.
DOI: 10.5281/zenodo.11914408
title: Self Consistent Recurrent Neural Network for Path Dependent Deformation

description: Data and Machine Learning codes for the paper:



Title : Self Consistent Recurrent Neural Network for Path Dependent Deformation


Abstract : Current neural network (NN) structures can learn patterns from data points with historical dependence. Specifically, in natural language processing (NLP), sequential learning has transitioned from recurrence-based architectures to transformer-based architectures. However, it is not known in advance which NN architectures will perform best on datasets containing deformation history due to mechanical loading. Thus, this study ascertains the appropriateness of 1D-convolutional, recurrent, and transformer-based architectures for predicting material failure based on the earlier states in the form of deformation history. Following this investigation, the crucial issues arising from the mathematical computation process of the best-performing NN architectures and the physical properties of the deformation paths are examined in detail. Additionally, we propose a novel and adaptable RNN approach to address the fundamental challenges of truncation and consistency related to obtaining estimations that are compatible with the natural physical properties of deformation paths. This study will serve as a foundation for localization estimation and pave the way for future endeavors to propose further solutions to encountered challenges.
DOI: 10.5281/zenodo.11914409
title: Self Consistent Recurrent Neural Network for Path Dependent Deformation

description: Data and Machine Learning codes for the paper:



Title : Self Consistent Recurrent Neural Network for Path Dependent Deformation


Abstract : Current neural network (NN) structures can learn patterns from data points with historical dependence. Specifically, in natural language processing (NLP), sequential learning has transitioned from recurrence-based architectures to transformer-based architectures. However, it is not known in advance which NN architectures will perform best on datasets containing deformation history due to mechanical loading. Thus, this study ascertains the appropriateness of 1D-convolutional, recurrent, and transformer-based architectures for predicting material failure based on the earlier states in the form of deformation history. Following this investigation, the crucial issues arising from the mathematical computation process of the best-performing NN architectures and the physical properties of the deformation paths are examined in detail. Additionally, we propose a novel and adaptable RNN approach to address the fundamental challenges of truncation and consistency related to obtaining estimations that are compatible with the natural physical properties of deformation paths. This study will serve as a foundation for localization estimation and pave the way for future endeavors to propose further solutions to encountered challenges.