cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.4245281
title: Systematic reanalysis of co-fractionation mass spectrometry data: predicted interactomes

description: This upload contains predicted interactomes for 27 species or clades: 17 individual organisms with at least three published CF-MS experiments, and 9 phylogenetic groupings of those organisms. The following individual organisms are represented: Arabidopsis thaliana Brassica oleracea Caenorhabditis elegans Chaetomium thermophilum Chlamydomonas reinhardtii Dictyostelium discoideum Drosophila melanogaster Nematostella vectensis Homo sapiens Mus musculus Oryza sativa Plasmodium berghei Plasmodium falciparum Plasmodium knowlesi Strongylocentrotus purpuratus Triticum aestivum Trypanosoma brucei Xenopus laevis The following clades are also represented: BOP clade Deuterostomia Eucharontoglires Eukaryota Mesangiospermae Opiskothonta Plasmodium Tetrapoda Viridaplantae The interactomes are provided in two forms. Files in the 'All interactions' directory include the complete classifier scores for every possible protein pair (sorted in descending order). Files in the '50% precision' directory include only those interactions identified above 50% precision, for convenience. Proteins were mapped to orthogroups using eggNOG. Maps from eggNOG orthogroups to UniProt accessions are available from https://github.com/skinnider/CF-MS-analysis/tree/master/data/resources/eggNOG. The phylogenetic tree used to group species into clades is also available from https://github.com/skinnider/CF-MS-analysis/tree/master/data/resources/TimeTree/species.nwk. The third and final directory, 'Human', contains the consensus CF-MS human interactome, in which proteins were merged across 46 human experiments by their gene names, rather than based on eggNOG orthogroups. The directory contains both complete classifier scores (file 'classifier-scores.tsv.gz') and the consensus CF-MS interactome, at 50% precision (file 'CF-MS-interactome.tsv').
DOI: 10.5281/zenodo.4147095
title: Magic Deliverable 5.1 - Datasets - Report on EU sustainability goals: insights from Quantitative Story Telling and WEFE nexus

description: This repository contains datasets used in the production of figures contained in MAGIC Deliverable 5.1 Matthews K.B. (Hutton), Blackstock K.L. (Hutton), Waylen K.A. (Hutton), Juarez-Bourke A. (Hutton) Miller D.G. (Hutton), Wardell-Johnson D.H. (Hutton), Rivington M. (Hutton), Hague A. (Hutton), Fisher D. (Hutton), Renner A. (UAB), Cadillo-Benalzacar J. (UAB), Schyns J. (UT), Giampietro M. (UAB) MAGIC (H2020-GA 689669) Project Deliverable 5.1 - July 2020 MAGIC Deliverable 5.1
DOI: 10.5281/zenodo.4147094
title: Magic Deliverable 5.1 - Datasets - Report on EU sustainability goals: insights from Quantitative Story Telling and WEFE nexus

description: This repository contains datasets used in the production of figures contained in MAGIC Deliverable 5.1 Matthews K.B. (Hutton), Blackstock K.L. (Hutton), Waylen K.A. (Hutton), Juarez-Bourke A. (Hutton) Miller D.G. (Hutton), Wardell-Johnson D.H. (Hutton), Rivington M. (Hutton), Hague A. (Hutton), Fisher D. (Hutton), Renner A. (UAB), Cadillo-Benalzacar J. (UAB), Schyns J. (UT), Giampietro M. (UAB) MAGIC (H2020-GA 689669) Project Deliverable 5.1 - July 2020 MAGIC Deliverable 5.1
DOI: 10.5281/zenodo.4087794
title: Number of bovine animals tested by age group, reporting country and target group, 2019

description: The tables contain the number of bovine animals tested by age group, reporting country and target group, 2019
description: EU; XLSX; biocontam@efsa.europa.eu
DOI: 10.5281/zenodo.4087793
title: Number of bovine animals tested by age group, reporting country and target group, 2019

description: The tables contain the number of bovine animals tested by age group, reporting country and target group, 2019
description: EU; XLSX; biocontam@efsa.europa.eu
DOI: 10.5281/zenodo.4274458
title: I-BiDaaS - TID - Synthetic Mobility Data

description: This is a synthetic data stream based on real-time, cell network events. These events are picked up by the antennas that are closer to the mobile phone thus providing an approximate location of the device. Every transaction of a mobile phone generates one of those events. A transaction can be, for instance, placing or receiving a call, sending or receiving an SMS, asking for a specific URL in your mobile phone browser, or sending a text message or a data transaction from/to any mobile phone app. There are also some synchronization events like, for instance, turning your mobile phone on or off, or when switching between location area networks (relatively big geographical areas comprising several cell towers).
DOI: 10.5281/zenodo.4274457
title: I-BiDaaS - TID - Synthetic Mobility Data

description: This is a synthetic data stream based on real-time, cell network events. These events are picked up by the antennas that are closer to the mobile phone thus providing an approximate location of the device. Every transaction of a mobile phone generates one of those events. A transaction can be, for instance, placing or receiving a call, sending or receiving an SMS, asking for a specific URL in your mobile phone browser, or sending a text message or a data transaction from/to any mobile phone app. There are also some synchronization events like, for instance, turning your mobile phone on or off, or when switching between location area networks (relatively big geographical areas comprising several cell towers).
DOI: 10.6084/m9.figshare.13208231.v1
title: Model

description: This model is trained on the 1000 documents of VTKEL* dataset.
DOI: 10.25405/data.ncl.13235516
title: Microgrid optimal schedules

description: Files included in this data repository are the outputs of the Robust Mixed Integer Second Order Cone Programming (MISOCP) Model for all budgets of uncertainty equal to zero (all Gamma parameters = 0), for the microgrid case studyof the paper ''MicroGrid Resilience-Oriented Scheduling: A Robust MISOCP Model''. Fore more details please refer to the paper ''MicroGrid Resilience-Oriented Scheduling: A Robust MISOCP Model''. <br>Data included hereby are the following:<br>1) Dispatchable Generator (DG) schedules2) Energy Storage System (ESS) schedules3) Electric Vehicle (EV) parking lot schedules4) Main grid imported power 5) Total Operational cost6) Load shedding cost7) Dispatchable Generation (DG) cost8) Unit commitment cost
DOI: 10.25405/data.ncl.13235516.v2
title: Microgrid optimal schedules

description: Files included in this data repository are the outputs of the Robust Mixed Integer Second Order Cone Programming (MISOCP) Model for all budgets of uncertainty equal to zero (all Gamma parameters = 0), for the microgrid case studyof the paper ''MicroGrid Resilience-Oriented Scheduling: A Robust MISOCP Model''. Fore more details please refer to the paper ''MicroGrid Resilience-Oriented Scheduling: A Robust MISOCP Model''. <br>Data included hereby are the following:<br>1) Dispatchable Generator (DG) schedules2) Energy Storage System (ESS) schedules3) Electric Vehicle (EV) parking lot schedules4) Main grid imported power 5) Total Operational cost6) Load shedding cost7) Dispatchable Generation (DG) cost8) Unit commitment cost
DOI: 10.25405/data.ncl.13235516.v1
title: MicroGrid Resilience-Oriented Scheduling: A Robust MISOCP Model

description: Supporting data for Section IV of the paper titled 'MicroGrid Resilience-Oriented Scheduling: A Robust MISOCP Model'.
DOI: 10.5281/zenodo.4276275
title: Allochthonous and autochthonous halothermotolerant bioanodes from hypersaline sediment and textile wastewater: A promising microbial electrochemical process for energy recovery coupled with real textile wastewater treatment

description: 16 S sequencing data Askri et al
DOI: 10.6084/m9.figshare.13095548.v1
title: Features_data_visual_textual

description: Visual and textual features data, extracted from VTKEL (1000 documents) dataset.
DOI: 10.6084/m9.figshare.12894467
title: Novel mutation in colorectal cancer

description: comprehensive cancer panel for colorectal cancer patients
DOI: 10.6084/m9.figshare.12894467.v1
title: Novel mutation in colorectal cancer

description: comprehensive cancer panel for colorectal cancer patients
DOI: 10.6084/m9.figshare.13246691
title: compute_ROMs from Indirect reduced-order modelling: using nonlinear manifolds to conserve kinetic energy

description: Nonlinear dynamic analysis of complex engineering structures modelled using commercial finite element (FE) software is computationally expensive. Indirect reduced-order modelling strategies alleviate this cost by constructing low-dimensional models using a static solution dataset from the FE model. The applicability of such methods is typically limited to structures in which (a) the main source of nonlinearity is the quasi-static coupling between transverse and in-plane modes (i.e. membrane stretching); and (b) the amount of in-plane displacement is limited. We show that the second requirement arises from the fact that, in existing methods, in-plane kinetic energy is assumed to be negligible. For structures such as thin plates and slender beams with fixed/pinned boundary conditions, this is often reasonable, but in structures with free boundary conditions (e.g. cantilever beams), this assumption is violated. Here, we exploit the concept of nonlinear manifolds to show how the in-plane kinetic energy can be accounted for in the reduced dynamics, without requiring any additional information from the FE model. This new insight enables indirect reduction methods to be applied to a far wider range of structures while maintaining accuracy to higher deflection amplitudes. The accuracy of the proposed method is validated using an FE model of a cantilever beam.
DOI: 10.6084/m9.figshare.13246691.v1
title: compute_ROMs from Indirect reduced-order modelling: using nonlinear manifolds to conserve kinetic energy

description: Nonlinear dynamic analysis of complex engineering structures modelled using commercial finite element (FE) software is computationally expensive. Indirect reduced-order modelling strategies alleviate this cost by constructing low-dimensional models using a static solution dataset from the FE model. The applicability of such methods is typically limited to structures in which (a) the main source of nonlinearity is the quasi-static coupling between transverse and in-plane modes (i.e. membrane stretching); and (b) the amount of in-plane displacement is limited. We show that the second requirement arises from the fact that, in existing methods, in-plane kinetic energy is assumed to be negligible. For structures such as thin plates and slender beams with fixed/pinned boundary conditions, this is often reasonable, but in structures with free boundary conditions (e.g. cantilever beams), this assumption is violated. Here, we exploit the concept of nonlinear manifolds to show how the in-plane kinetic energy can be accounted for in the reduced dynamics, without requiring any additional information from the FE model. This new insight enables indirect reduction methods to be applied to a far wider range of structures while maintaining accuracy to higher deflection amplitudes. The accuracy of the proposed method is validated using an FE model of a cantilever beam.
DOI: 10.6084/m9.figshare.13246694.v1
title: freq analysis from Indirect reduced-order modelling: using nonlinear manifolds to conserve kinetic energy

description: Nonlinear dynamic analysis of complex engineering structures modelled using commercial finite element (FE) software is computationally expensive. Indirect reduced-order modelling strategies alleviate this cost by constructing low-dimensional models using a static solution dataset from the FE model. The applicability of such methods is typically limited to structures in which (a) the main source of nonlinearity is the quasi-static coupling between transverse and in-plane modes (i.e. membrane stretching); and (b) the amount of in-plane displacement is limited. We show that the second requirement arises from the fact that, in existing methods, in-plane kinetic energy is assumed to be negligible. For structures such as thin plates and slender beams with fixed/pinned boundary conditions, this is often reasonable, but in structures with free boundary conditions (e.g. cantilever beams), this assumption is violated. Here, we exploit the concept of nonlinear manifolds to show how the in-plane kinetic energy can be accounted for in the reduced dynamics, without requiring any additional information from the FE model. This new insight enables indirect reduction methods to be applied to a far wider range of structures while maintaining accuracy to higher deflection amplitudes. The accuracy of the proposed method is validated using an FE model of a cantilever beam.
DOI: 10.6084/m9.figshare.13246697.v1
title: C-C beam from Indirect reduced-order modelling: using nonlinear manifolds to conserve kinetic energy

description: Nonlinear dynamic analysis of complex engineering structures modelled using commercial finite element (FE) software is computationally expensive. Indirect reduced-order modelling strategies alleviate this cost by constructing low-dimensional models using a static solution dataset from the FE model. The applicability of such methods is typically limited to structures in which (a) the main source of nonlinearity is the quasi-static coupling between transverse and in-plane modes (i.e. membrane stretching); and (b) the amount of in-plane displacement is limited. We show that the second requirement arises from the fact that, in existing methods, in-plane kinetic energy is assumed to be negligible. For structures such as thin plates and slender beams with fixed/pinned boundary conditions, this is often reasonable, but in structures with free boundary conditions (e.g. cantilever beams), this assumption is violated. Here, we exploit the concept of nonlinear manifolds to show how the in-plane kinetic energy can be accounted for in the reduced dynamics, without requiring any additional information from the FE model. This new insight enables indirect reduction methods to be applied to a far wider range of structures while maintaining accuracy to higher deflection amplitudes. The accuracy of the proposed method is validated using an FE model of a cantilever beam.
DOI: 10.6084/m9.figshare.13246700
title: static_analysis_AMF from Indirect reduced-order modelling: using nonlinear manifolds to conserve kinetic energy

description: Nonlinear dynamic analysis of complex engineering structures modelled using commercial finite element (FE) software is computationally expensive. Indirect reduced-order modelling strategies alleviate this cost by constructing low-dimensional models using a static solution dataset from the FE model. The applicability of such methods is typically limited to structures in which (a) the main source of nonlinearity is the quasi-static coupling between transverse and in-plane modes (i.e. membrane stretching); and (b) the amount of in-plane displacement is limited. We show that the second requirement arises from the fact that, in existing methods, in-plane kinetic energy is assumed to be negligible. For structures such as thin plates and slender beams with fixed/pinned boundary conditions, this is often reasonable, but in structures with free boundary conditions (e.g. cantilever beams), this assumption is violated. Here, we exploit the concept of nonlinear manifolds to show how the in-plane kinetic energy can be accounted for in the reduced dynamics, without requiring any additional information from the FE model. This new insight enables indirect reduction methods to be applied to a far wider range of structures while maintaining accuracy to higher deflection amplitudes. The accuracy of the proposed method is validated using an FE model of a cantilever beam.
DOI: 10.6084/m9.figshare.13246703
title: readme from Indirect reduced-order modelling: using nonlinear manifolds to conserve kinetic energy

description: Nonlinear dynamic analysis of complex engineering structures modelled using commercial finite element (FE) software is computationally expensive. Indirect reduced-order modelling strategies alleviate this cost by constructing low-dimensional models using a static solution dataset from the FE model. The applicability of such methods is typically limited to structures in which (a) the main source of nonlinearity is the quasi-static coupling between transverse and in-plane modes (i.e. membrane stretching); and (b) the amount of in-plane displacement is limited. We show that the second requirement arises from the fact that, in existing methods, in-plane kinetic energy is assumed to be negligible. For structures such as thin plates and slender beams with fixed/pinned boundary conditions, this is often reasonable, but in structures with free boundary conditions (e.g. cantilever beams), this assumption is violated. Here, we exploit the concept of nonlinear manifolds to show how the in-plane kinetic energy can be accounted for in the reduced dynamics, without requiring any additional information from the FE model. This new insight enables indirect reduction methods to be applied to a far wider range of structures while maintaining accuracy to higher deflection amplitudes. The accuracy of the proposed method is validated using an FE model of a cantilever beam.
DOI: 10.6084/m9.figshare.13246706.v1
title: abaqus_static_fil from Indirect reduced-order modelling: using nonlinear manifolds to conserve kinetic energy

description: Nonlinear dynamic analysis of complex engineering structures modelled using commercial finite element (FE) software is computationally expensive. Indirect reduced-order modelling strategies alleviate this cost by constructing low-dimensional models using a static solution dataset from the FE model. The applicability of such methods is typically limited to structures in which (a) the main source of nonlinearity is the quasi-static coupling between transverse and in-plane modes (i.e. membrane stretching); and (b) the amount of in-plane displacement is limited. We show that the second requirement arises from the fact that, in existing methods, in-plane kinetic energy is assumed to be negligible. For structures such as thin plates and slender beams with fixed/pinned boundary conditions, this is often reasonable, but in structures with free boundary conditions (e.g. cantilever beams), this assumption is violated. Here, we exploit the concept of nonlinear manifolds to show how the in-plane kinetic energy can be accounted for in the reduced dynamics, without requiring any additional information from the FE model. This new insight enables indirect reduction methods to be applied to a far wider range of structures while maintaining accuracy to higher deflection amplitudes. The accuracy of the proposed method is validated using an FE model of a cantilever beam.
DOI: 10.6084/m9.figshare.13246703.v1
title: readme from Indirect reduced-order modelling: using nonlinear manifolds to conserve kinetic energy

description: Nonlinear dynamic analysis of complex engineering structures modelled using commercial finite element (FE) software is computationally expensive. Indirect reduced-order modelling strategies alleviate this cost by constructing low-dimensional models using a static solution dataset from the FE model. The applicability of such methods is typically limited to structures in which (a) the main source of nonlinearity is the quasi-static coupling between transverse and in-plane modes (i.e. membrane stretching); and (b) the amount of in-plane displacement is limited. We show that the second requirement arises from the fact that, in existing methods, in-plane kinetic energy is assumed to be negligible. For structures such as thin plates and slender beams with fixed/pinned boundary conditions, this is often reasonable, but in structures with free boundary conditions (e.g. cantilever beams), this assumption is violated. Here, we exploit the concept of nonlinear manifolds to show how the in-plane kinetic energy can be accounted for in the reduced dynamics, without requiring any additional information from the FE model. This new insight enables indirect reduction methods to be applied to a far wider range of structures while maintaining accuracy to higher deflection amplitudes. The accuracy of the proposed method is validated using an FE model of a cantilever beam.
DOI: 10.6084/m9.figshare.13246712.v1
title: generate_ROM from Indirect reduced-order modelling: using nonlinear manifolds to conserve kinetic energy

description: Nonlinear dynamic analysis of complex engineering structures modelled using commercial finite element (FE) software is computationally expensive. Indirect reduced-order modelling strategies alleviate this cost by constructing low-dimensional models using a static solution dataset from the FE model. The applicability of such methods is typically limited to structures in which (a) the main source of nonlinearity is the quasi-static coupling between transverse and in-plane modes (i.e. membrane stretching); and (b) the amount of in-plane displacement is limited. We show that the second requirement arises from the fact that, in existing methods, in-plane kinetic energy is assumed to be negligible. For structures such as thin plates and slender beams with fixed/pinned boundary conditions, this is often reasonable, but in structures with free boundary conditions (e.g. cantilever beams), this assumption is violated. Here, we exploit the concept of nonlinear manifolds to show how the in-plane kinetic energy can be accounted for in the reduced dynamics, without requiring any additional information from the FE model. This new insight enables indirect reduction methods to be applied to a far wider range of structures while maintaining accuracy to higher deflection amplitudes. The accuracy of the proposed method is validated using an FE model of a cantilever beam.
DOI: 10.6084/m9.figshare.13246697
title: C-C beam from Indirect reduced-order modelling: using nonlinear manifolds to conserve kinetic energy

description: Nonlinear dynamic analysis of complex engineering structures modelled using commercial finite element (FE) software is computationally expensive. Indirect reduced-order modelling strategies alleviate this cost by constructing low-dimensional models using a static solution dataset from the FE model. The applicability of such methods is typically limited to structures in which (a) the main source of nonlinearity is the quasi-static coupling between transverse and in-plane modes (i.e. membrane stretching); and (b) the amount of in-plane displacement is limited. We show that the second requirement arises from the fact that, in existing methods, in-plane kinetic energy is assumed to be negligible. For structures such as thin plates and slender beams with fixed/pinned boundary conditions, this is often reasonable, but in structures with free boundary conditions (e.g. cantilever beams), this assumption is violated. Here, we exploit the concept of nonlinear manifolds to show how the in-plane kinetic energy can be accounted for in the reduced dynamics, without requiring any additional information from the FE model. This new insight enables indirect reduction methods to be applied to a far wider range of structures while maintaining accuracy to higher deflection amplitudes. The accuracy of the proposed method is validated using an FE model of a cantilever beam.