cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.12577742.v3
title: CBMIstudy1_full outcome mesurement.xlsx

description: This data is for Computerized Cognitive Bias Modification for Interpretation (CBM-I) for Japanese university students.This file contains the total scores on all 9 outcomes measuresat all time points for the CBM-I and control groups in Study 1.
DOI: 10.6084/m9.figshare.12577742.v2
title: CBMIstudy1_full outcome mesurement.xlsx

description: This data is for Computerized Cognitive Bias Modification for Interpretation (CBM-I) for Japanese university students.This file contains the total scores on all 9 outcomes measuresat all time points for the CBM-I and control groups in Study 1.
DOI: 10.6084/m9.figshare.12577799
title: CBMIstudy1_allpost_1month.xlsx

description: This data is for Computerized Cognitive Bias Modification for Interpretation (CBM-I) for Japanese university students.This file contains the data for the post-assessment and 1 month follow up data for all participants.These data were used to compute the included in the file "CBMIstudy1_full data outcome measures.xlsx".
DOI: 10.6084/m9.figshare.12577799.v4
title: CBMIstudy1_allpost_1month.xlsx

description: This data is for Computerized Cognitive Bias Modification for Interpretation (CBM-I) for Japanese university students.This file contains the data for the post-assessment and 1 month follow up data for all participants.These data were used to compute the included in the file "CBMIstudy1_full data outcome measures.xlsx".
DOI: 10.6084/m9.figshare.12577799.v3
title: CBMIstudy1_allpost_1month.xlsx

description: This data is for Computerized Cognitive Bias Modification for Interpretation (CBM-I) for Japanese university students.This file contains the data for the post-assessment and 1 month follow up data for all participants.These data were used to compute the included in the file "CBMIstudy1_full data outcome measures.xlsx".
DOI: 10.25917/2tgz-xj18
title: In-situ leaf size measurements of Drosera margaritacea (Droseraceae) from the Kimberley region of Western Australia.
DOI: 10.6084/m9.figshare.13633880
title: 28 years annual maps of lakes with area larger than 10 km2 on the TP (1991-2018)

description: We produced annual big lake maps contains lakes larger than 10 km2 on the TP from 1991 to 2018, by using the Landsat satellite imagery and cloud computing platform (Google Earth Engine).
DOI: 10.6084/m9.figshare.16641463.v2
title: Supplemental Material: Case summaries according to molecular etiologies

description: Case summaries according to molecular etiologies<br>
DOI: 10.25917/ryth-3s26
title: In-situ leaf size measurements of Drosera hartmeyerorum (Droseraceae) from the Kimberley region of Western Australia.
DOI: 10.21227/hj2t-7532
title: Concept Drift Fingerprinting Data

description: TBD
DOI: 10.6084/m9.figshare.16643812
title: Supplementary Material for: Repairing Cyclodialysis by Riveting: A Flanged Polypropylene Suture

description: Cyclodialysis causes intraocular lens (IOL) pupillary capture. It requires surgical repair to prevent this risk of IOL pupillary capture. However, since repairing cyclodialysis is often technically difficult, other methods such as barricading by suturing, pupilloplasty, and pars plana fixation of the IOL were preferred. We applied a double-flanged (riveting) technique for repairing cyclodialysis to prevent IOL pupillary capture following intrascleral fixation of the IOL. Cyclodialysis was surgically repaired by riveting with double-flanged 6-0 polypropylene sutures in 3 cases with no recurrence of pupillary capture during at least 12 months of follow-up. When pupillary capture is related to cyclodialysis, repairing cyclodialysis may help prevent pupillary capture after intrascleral fixation of the IOL. Riveting using a double-flanged 6-0 polypropylene suture could possibly make the procedure simpler and more efficient.
DOI: 10.6084/m9.figshare.16643812.v1
title: Supplementary Material for: Repairing Cyclodialysis by Riveting: A Flanged Polypropylene Suture

description: Cyclodialysis causes intraocular lens (IOL) pupillary capture. It requires surgical repair to prevent this risk of IOL pupillary capture. However, since repairing cyclodialysis is often technically difficult, other methods such as barricading by suturing, pupilloplasty, and pars plana fixation of the IOL were preferred. We applied a double-flanged (riveting) technique for repairing cyclodialysis to prevent IOL pupillary capture following intrascleral fixation of the IOL. Cyclodialysis was surgically repaired by riveting with double-flanged 6-0 polypropylene sutures in 3 cases with no recurrence of pupillary capture during at least 12 months of follow-up. When pupillary capture is related to cyclodialysis, repairing cyclodialysis may help prevent pupillary capture after intrascleral fixation of the IOL. Riveting using a double-flanged 6-0 polypropylene suture could possibly make the procedure simpler and more efficient.
DOI: 10.5517/ccdc.csd.cc26l612
title: CCDC 2043273: Experimental Crystal Structure Determination

description: Related Article: Sebastian A. Schwengers, Chandra Kanta De, Oleg Grossmann, Joyce A. A. Grimm, Natascha R. Sadlowski, Gabriela G. Gerosa, Benjamin List|2021|J.Am.Chem.Soc.|143|14835|doi:10.1021/jacs.1c07067
DOI: 10.5517/ccdc.csd.cc286q3b
title: CCDC 2091821: Experimental Crystal Structure Determination

description: Related Article: Sebastian A. Schwengers, Chandra Kanta De, Oleg Grossmann, Joyce A. A. Grimm, Natascha R. Sadlowski, Gabriela G. Gerosa, Benjamin List|2021|J.Am.Chem.Soc.|143|14835|doi:10.1021/jacs.1c07067
DOI: 10.5517/ccdc.csd.cc286q4c
title: CCDC 2091822: Experimental Crystal Structure Determination

description: Related Article: Sebastian A. Schwengers, Chandra Kanta De, Oleg Grossmann, Joyce A. A. Grimm, Natascha R. Sadlowski, Gabriela G. Gerosa, Benjamin List|2021|J.Am.Chem.Soc.|143|14835|doi:10.1021/jacs.1c07067
DOI: 10.5517/ccdc.csd.cc28bvr7
title: CCDC 2095809: Experimental Crystal Structure Determination

description: Related Article: Erika Mezö, Mihály Herczeg, Fruzsina Demeter, Ilona Bereczki, Magdolna Csávás, Anikó Borbás|2021|J.Org.Chem.|86|12973|doi:10.1021/acs.joc.1c01667
DOI: 10.21227/f8kk-xq86
title: Browser Based Side-Channel Defenses Datasets

description: TBD
DOI: 10.5281/zenodo.5502060
title: DeepSTARR manuscript data

description: This repository holds the trained DeepSTARR model and the data used to train and evaluate the model. <strong>Files:</strong> <strong>&lt;set&gt;.fa</strong> FASTA files with DNA sequences of genomic regions from train/val/test sets. <strong>&lt;set&gt;*.txt</strong> Files with developmental and housekeeping activity of genomic regions from train/val/test sets. <strong>DeepSTARR.model.h5 </strong>and<strong> DeepSTARR.model.json</strong> DeepSTARR Keras model
DOI: 10.5281/zenodo.5502059
title: DeepSTARR manuscript data

description: This repository holds the trained DeepSTARR model and the data used to train and evaluate the model. <strong>Files:</strong> <strong>&lt;set&gt;.fa</strong> FASTA files with DNA sequences of genomic regions from train/val/test sets. <strong>&lt;set&gt;*.txt</strong> Files with developmental and housekeeping activity of genomic regions from train/val/test sets. <strong>DeepSTARR.model.h5 </strong>and<strong> DeepSTARR.model.json</strong> DeepSTARR Keras model
DOI: 10.5281/zenodo.5516869
title: Dataset for IceNet's demo notebook

description: The dataset and configuration files are for a demonstrator notebook in the Environmental AI book, https://acocac.github.io/environmental-ai-book/welcome.html. The files were generated using the IceNet source code, https://github.com/tom-andersson/icenet-paper. The description of each file as follows: - 2021_09_03_1300_icenet_demo.json: - dataset1.zip: - siconca_EASE.nc:
DOI: 10.5281/zenodo.5516868
title: Dataset for IceNet's demo notebook

description: The dataset and configuration files are for a demonstrator notebook in the Environmental AI book, https://acocac.github.io/environmental-ai-book/welcome.html. The files were generated using the IceNet source code, https://github.com/tom-andersson/icenet-paper. The description of each file as follows: - 2021_09_03_1300_icenet_demo.json: - dataset1.zip: - siconca_EASE.nc:
DOI: 10.6084/m9.figshare.14686875
title: DATASET (CC-BY): Radiation-grafted anion-exchange membranes for reverse electrodialysis: a comparison of N,N,N',N'-tetramethylhexene-1,6-diamine crosslinking (amination stage) and divinylbenzene crosslinking (grafting stage)

description: <b>Data files:</b><br><b>D1TA05166K DATA1 (AS PLOTTED).xlsx</b><br>This file contains the final data used to plot all of the Figures in the article.<br><b>DT1TA05166K DATA2 (original Raman files - Renishaw Wire format).zip</b><br>This file contains the original Renishaw .wdf (Renishaw) files for the collected Raman data<br><b>Further data files will be uploaded in due course.</b><i>If you require any other data related to the article, please e-mail j.varcoe@surrey.ac.uk</i><br><b><b><br></b>Main article abstract:</b>Radiation-grafted anion-exchange membranes (RG-AEM) are being developed to evaluate a range of chemistries that have relevance to a variety of electrochemical applications including reverse electrodialysis (RED) salinity gradient power. RG-AEMs are typically fabricated using an electron-beam activated (peroxidated) polymer substrate film. These activated films are first grafted with a monomer, such as vinylbenzyl chloride (VBC) and then reacted with a variety of tertiary amines to yield the desired RG-AEMs. The amination process forms covalently bound quaternary ammonium (QA) head-groups that allow the RG-AEMs to conduct anions such as Cl⁻. RG-AEMs are of interest as they exhibit high conductivities (100 mS cm<sup>-1</sup> at elevated temperatures when containing Cl⁻ anions). However, the current generation of RG-AEMs have two main Achilles’ heels: (1) they exhibit low permselectivities; and (2) they exhibit a high degree of swelling in water. Introducing covalent crosslinking into ion-exchange membranes is a well-known strategy to overcome these issues but it often comes with a price – a significantly lowered conductivity (raised <i>in situ</i> resistance). Therefore, the level of crosslinking must be carefully optimised. RG-AEMs can be primarily crosslinked using two methods: (1) introduction of a divinyl monomer into the monomer mixture used during grafting; or (2) introduction of a diamine agent into the amination process. This study looks into both methods where either divinylbenzene (DVB) is added into the grafting mixture or <i>N</i>,<i>N</i>,<i>N'</i>,<i>N'</i>-tetramethylhexene-1,6-diamine (TMHDA) is added into the amination mixture. We show that on the balance of two application-relevant properties (resistances in aqueous NaCl (0.5 mol dm<sup>-3</sup>) solution and permselectivity), the diamine crosslinking method is the most effective for RG-AEMs being used in RED cells.
DOI: 10.6084/m9.figshare.14686875.v2
title: DATASET (CC-BY): Radiation-grafted anion-exchange membranes for reverse electrodialysis: a comparison of N,N,N',N'-tetramethylhexene-1,6-diamine crosslinking (amination stage) and divinylbenzene crosslinking (grafting stage)

description: <b>Data files:</b><br><b>D1TA05166K DATA1 (AS PLOTTED).xlsx</b><br>This file contains the final data used to plot all of the Figures in the article.<br><b>DT1TA05166K DATA2 (original Raman files - Renishaw Wire format).zip</b><br>This file contains the original Renishaw .wdf (Renishaw) files for the collected Raman data<br><b>Further data files will be uploaded in due course.</b><i>If you require any other data related to the article, please e-mail j.varcoe@surrey.ac.uk</i><br><b><b><br></b>Main article abstract:</b>Radiation-grafted anion-exchange membranes (RG-AEM) are being developed to evaluate a range of chemistries that have relevance to a variety of electrochemical applications including reverse electrodialysis (RED) salinity gradient power. RG-AEMs are typically fabricated using an electron-beam activated (peroxidated) polymer substrate film. These activated films are first grafted with a monomer, such as vinylbenzyl chloride (VBC) and then reacted with a variety of tertiary amines to yield the desired RG-AEMs. The amination process forms covalently bound quaternary ammonium (QA) head-groups that allow the RG-AEMs to conduct anions such as Cl⁻. RG-AEMs are of interest as they exhibit high conductivities (100 mS cm<sup>-1</sup> at elevated temperatures when containing Cl⁻ anions). However, the current generation of RG-AEMs have two main Achilles’ heels: (1) they exhibit low permselectivities; and (2) they exhibit a high degree of swelling in water. Introducing covalent crosslinking into ion-exchange membranes is a well-known strategy to overcome these issues but it often comes with a price – a significantly lowered conductivity (raised <i>in situ</i> resistance). Therefore, the level of crosslinking must be carefully optimised. RG-AEMs can be primarily crosslinked using two methods: (1) introduction of a divinyl monomer into the monomer mixture used during grafting; or (2) introduction of a diamine agent into the amination process. This study looks into both methods where either divinylbenzene (DVB) is added into the grafting mixture or <i>N</i>,<i>N</i>,<i>N'</i>,<i>N'</i>-tetramethylhexene-1,6-diamine (TMHDA) is added into the amination mixture. We show that on the balance of two application-relevant properties (resistances in aqueous NaCl (0.5 mol dm<sup>-3</sup>) solution and permselectivity), the diamine crosslinking method is the most effective for RG-AEMs being used in RED cells.
DOI: 10.6084/m9.figshare.14686875.v1
title: DATASET: Radiation-grafted anion-exchange membranes for reverse electrodialysis: a comparison of N,N,N',N'-tetramethylhexene-1,6-diamine crosslinking (amination stage) and divinylbenzene crosslinking (grafting stage)

description: <b>Data files:</b><br><b>D1TA05166K DATA1 (AS PLOTTED).xlsx</b><br>This file contains the final data used to plot all of the Figures in the article.<br><b>Further data files will be uploaded in due course.</b><i>If you require any other data related to the article, please e-mail j.varcoe@surrey.ac.uk</i><br><b><b><br></b>Main article abstract:</b>Radiation-grafted anion-exchange membranes (RG-AEM) are being developed to evaluate a range of chemistries that have relevance to a variety of electrochemical applications including reverse electrodialysis (RED) salinity gradient power. RG-AEMs are typically fabricated using an electron-beam activated (peroxidated) polymer substrate film. These activated films are first grafted with a monomer, such as vinylbenzyl chloride (VBC) and then reacted with a variety of tertiary amines to yield the desired RG-AEMs. The amination process forms covalently bound quaternary ammonium (QA) head-groups that allow the RG-AEMs to conduct anions such as Cl⁻. RG-AEMs are of interest as they exhibit high conductivities (100 mS cm<sup>-1</sup> at elevated temperatures when containing Cl⁻ anions). However, the current generation of RG-AEMs have two main Achilles’ heels: (1) they exhibit low permselectivities; and (2) they exhibit a high degree of swelling in water. Introducing covalent crosslinking into ion-exchange membranes is a well-known strategy to overcome these issues but it often comes with a price – a significantly lowered conductivity (raised <i>in situ</i> resistance). Therefore, the level of crosslinking must be carefully optimised. RG-AEMs can be primarily crosslinked using two methods: (1) introduction of a divinyl monomer into the monomer mixture used during grafting; or (2) introduction of a diamine agent into the amination process. This study looks into both methods where either divinylbenzene (DVB) is added into the grafting mixture or <i>N</i>,<i>N</i>,<i>N'</i>,<i>N'</i>-tetramethylhexene-1,6-diamine (TMHDA) is added into the amination mixture. We show that on the balance of two application-relevant properties (resistances in aqueous NaCl (0.5 mol dm<sup>-3</sup>) solution and permselectivity), the diamine crosslinking method is the most effective for RG-AEMs being used in RED cells.
DOI: 10.5281/zenodo.4635348
title: DNS of a counter-flow channel configuration

description: Mean flow and turbulence statistics of a compressible turbulent counter-flow channel configuration. This dataset is based on direct numerical simulations conducted using OpenSBLI (https://opensbli.github.io/), a Python-based automatic source code generation and parallel computing framework for finite difference discretisation. #==============================================================================================<br> # Please cite the following paper when publishing using this dataset: <br> # Title: Direct numerical simulation of compressible turbulence in a counter-flow channel configuration <br> # Authors: Arash Hamzehloo, David Lusher, Sylvain Laizet and Neil Sandham<br> # Journal: Physical Review Fluids <br> # DOI: https://doi.org/10.1103/PhysRevFluids.6.094603 <br> # ============================================================================================== Please note: Tables 1 and 2 of the above paper provide more detailed information on the counter-flow channels of this dataset. Each folder name of this dataset includes the Mach number, Reynolds number, domain size and grid resolution of a particular case, respectively. In each file, the first column contains the grid-point coordinates in the wall-normal direction (\(y\)) with the channel centreline located at \(y=0\). The mean stresses are defined as \(\langle u_i^{\prime}u_j^{\prime}\rangle=\langle u_i u_j \rangle - \langle u_i \rangle \langle u_j \rangle \). Angle brackets denote averages over the homogeneous spatial directions (streamwise \(x\) and spanwise \(z\)) and time. The Favre average is related to the Reynolds average as \(\langle \rho \rangle \{u_i^{\prime\prime}u_j^{\prime\prime}\}=\langle \rho u_i u_j \rangle - \langle \rho \rangle \langle u_i \rangle \langle u_j \rangle\). The mean Mach number is defined as \(\langle M \rangle = {\sqrt{\langle u \rangle^2+\langle v \rangle^2+\langle w \rangle^2}}/{{\langle a \rangle}}\) where \(a\) is the local speed of sound. The turbulent Mach number is defined as \(M_t = {\sqrt{\langle u^{\prime}u^{\prime} \rangle+\langle v^{\prime}v^{\prime} \rangle+\langle w^{\prime}w^{\prime} \rangle}}/{{\langle a \rangle}}\). # ============================================================================================== Details of the OpenSBLI framework, its numerical methodology and existing flow configurations can be found in the following papers: OpenSBLI: Automated code-generation for heterogeneous computing architectures applied to compressible fluid dynamics on structured grids. (link) OpenSBLI: A framework for the automated derivation and parallel execution of finite difference solvers on a range of computer architectures. (link) On the performance of WENO/TENO schemes to resolve turbulence in DNS/LES of high‐speed compressible flows. (link)
DOI: 10.5281/zenodo.5516928
title: Gridded ammonia emission inventory in mainland China

description: We produce and provide an improved ammonia emission inventory in mainland China in 2016. The emission inventory have been developed with 1/12 by 1/12 degree spatial resolution. The unit of the emission inventory is t/grid/year.
DOI: 10.6084/m9.figshare.14626407
title: Co-administration of clomiphene citrate and letrozole in mild ovarian stimulation for POSEIDON Group 4 patients : Supplementary Table 1

description: Co-administration of clomiphene citrate and letrozole in mild ovarian stimulation for POSEIDON Group 4 patients
DOI: 10.6084/m9.figshare.14626407.v2
title: Co-administration of clomiphene citrate and letrozole in mild ovarian stimulation for POSEIDON Group 4 patients : Supplementary Table 1

description: Co-administration of clomiphene citrate and letrozole in mild ovarian stimulation for POSEIDON Group 4 patients
DOI: 10.6084/m9.figshare.14626425.v2
title: Co-administration of clomiphene citrate and letrozole in mild ovarian stimulation for POSEIDON Group 4 patients : Supplementary Table 2

description: Co-administration of clomiphene citrate and letrozole in mild ovarian stimulation for POSEIDON Group 4 patients<br>
DOI: 10.5445/ir/1000133819
title: Ball Screw Drive Surface Defect Dataset for Classification

description: The dataset contains of 21835 150x150 Pixel RGB images of the surface of Ball Screw Drives. 11075 of these images are images without surface defects whereas the rest shows images with surface defects in form of so called pittings. So the dataset is evenly split over the classes. Pittings result from surface disruption and can ultimately lead to the breakdown of the component. To keep the availability of machines high it is important to find surface defects in time. The here presented dataset gives researchers and practitioners the possibility to train and test models for the classification of surface defects on machine tool elements.
DOI: 10.6084/m9.figshare.14626437
title: Co-administration of clomiphene citrate and letrozole in mild ovarian stimulation for POSEIDON Group 4 patients: Supplementary Table 3

description: Co-administration of clomiphene citrate and letrozole in mild ovarian stimulation for POSEIDON Group 4 patients
DOI: 10.6084/m9.figshare.14626437.v3
title: Co-administration of clomiphene citrate and letrozole in mild ovarian stimulation for POSEIDON Group 4 patients: Supplementary Table 3

description: Co-administration of clomiphene citrate and letrozole in mild ovarian stimulation for POSEIDON Group 4 patients
DOI: 10.6084/m9.figshare.14626437.v2
title: Co-administration of clomiphene citrate and letrozole in mild ovarian stimulation for POSEIDON Group 4 patients: Supplementary Table 3

description: Co-administration of clomiphene citrate and letrozole in mild ovarian stimulation for POSEIDON Group 4 patients
DOI: 10.5281/zenodo.5477689
title: iPPG2cPPG: excerpts taken from the test set

description: Excerpts taken from the test set. Use them to test the neural networks described in the orginal article (available here).
DOI: 10.5281/zenodo.5477688
title: iPPG2cPPG: excerpts taken from the test set

description: Excerpts taken from the test set. Use them to test the neural networks described in the orginal article (available here).