cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25625/hyimzg/ezj696
title: Dataset_Ehbrecht et al_Global patterns and climatic controls of forest structural complexity.tab

description: The dataset summarizes measured plot and aggregated site values of forest structural complexity (SSCI) for boreal, temperate, subtropical and tropical primary forests. Aggregated site values were used to model global patterns of potential forest structural complexity. The dataset includes modelled SSCI-values for a global sampling grid with 50 km distance between sample points (21,851 points with lat/long coordinates, biome, realm, ecoregion, annual precipitation, precipitation seasonality and SSCI).
DOI: 10.25625/hyimzg
title: Ehbrecht et al_Global patterns and climatic controls of forest structural complexity (SSCI)

description: The dataset summarizes measured plot and aggregated site values of forest structural complexity (SSCI) for boreal, temperate, subtropical and tropical primary forests. Aggregated site values were used to model global patterns of potential forest structural complexity. The dataset includes modelled SSCI-values for a global sampling grid with 50 km distance between sample points (21,851 points with lat/long coordinates, biome, realm, ecoregion, annual precipitation, precipitation seasonality and SSCI).
DOI: 10.5517/ccdc.csd.cc25rqrf
title: CCDC 2018805: Experimental Crystal Structure Determination

description: Related Article: Scott G. Stewart,  Gwion J. Harfoot,  Kenneth J. McRae,  Yinglai Teng,  Li-Juan Yu,  Bo Chen,  Roberto Cammi,  Michelle L. Coote,  Martin G Banwell,  Anthony C. Willis|2020|J.Org.Chem.|85|13080|doi:10.1021/acs.joc.0c01767
DOI: 10.5517/ccdc.csd.cc25wt85
title: CCDC 2022727: Experimental Crystal Structure Determination

description: Related Article: Rebecca J. Murray-Watson, Sebastian D. Pike|2020|Organometallics|39|3759|doi:10.1021/acs.organomet.0c00570
DOI: 10.5517/ccdc.csd.cc25wt96
title: CCDC 2022728: Experimental Crystal Structure Determination

description: Related Article: Rebecca J. Murray-Watson, Sebastian D. Pike|2020|Organometallics|39|3759|doi:10.1021/acs.organomet.0c00570
DOI: 10.5517/ccdc.csd.cc25wtb7
title: CCDC 2022729: Experimental Crystal Structure Determination

description: Related Article: Rebecca J. Murray-Watson, Sebastian D. Pike|2020|Organometallics|39|3759|doi:10.1021/acs.organomet.0c00570
DOI: 10.5517/ccdc.csd.cc25wtc8
title: CCDC 2022730: Experimental Crystal Structure Determination

description: Related Article: Rebecca J. Murray-Watson, Sebastian D. Pike|2020|Organometallics|39|3759|doi:10.1021/acs.organomet.0c00570
DOI: 10.5517/ccdc.csd.cc25wtd9
title: CCDC 2022731: Experimental Crystal Structure Determination

description: Related Article: Rebecca J. Murray-Watson, Sebastian D. Pike|2020|Organometallics|39|3759|doi:10.1021/acs.organomet.0c00570
DOI: 10.5517/ccdc.csd.cc25wtfb
title: CCDC 2022732: Experimental Crystal Structure Determination

description: Related Article: Rebecca J. Murray-Watson, Sebastian D. Pike|2020|Organometallics|39|3759|doi:10.1021/acs.organomet.0c00570
DOI: 10.5517/ccdc.csd.cc25y67l
title: CCDC 2024059: Experimental Crystal Structure Determination

description: Related Article: Taehyun Lim,  Byeong Moon Kim|2020|J.Org.Chem.|85|13246|doi:10.1021/acs.joc.0c01410
DOI: 10.14278/rodare.501
title: Data for: Lattice dynamics and ultrafast energy flow between electrons, spins, and phonons in a 3d ferromagnet

description: The ultrafast dynamics of magnetic order in a ferromagnet are governed by the interplay between electronic, magnetic and lattice degrees of freedom. In order to obtain a microscopic understanding of ultrafast demagnetization, information on the response of all three subsystems is required. A consistent description of demagnetization and microscopic energy flow, however, is still missing. Here, we combine a femtosecond electron diffraction study of the ultrafast lattice response of nickel to laser excitation with ab initio calculations of the electron-phonon interaction and energy conserving atomistic spin dynamics simulations. Our model is in agreement with the observed lattice dynamics and previously reported electron and magnetization dynamics. Our approach reveals that the spin system is the dominating heat sink in the initial few hundreds of femtoseconds and implies a transient non-thermal state of the spins. Our results provide a clear picture of the microscopic energy flow between electronic, magnetic and lattice degrees of freedom on ultrafast timescales and constitute a foundation for theoretical descriptions of demagnetization that are consistent with the dynamics of all three subsystems.
DOI: 10.14278/rodare.500
title: Data for: Lattice dynamics and ultrafast energy flow between electrons, spins, and phonons in a 3d ferromagnet

description: The ultrafast dynamics of magnetic order in a ferromagnet are governed by the interplay between electronic, magnetic and lattice degrees of freedom. In order to obtain a microscopic understanding of ultrafast demagnetization, information on the response of all three subsystems is required. A consistent description of demagnetization and microscopic energy flow, however, is still missing. Here, we combine a femtosecond electron diffraction study of the ultrafast lattice response of nickel to laser excitation with ab initio calculations of the electron-phonon interaction and energy conserving atomistic spin dynamics simulations. Our model is in agreement with the observed lattice dynamics and previously reported electron and magnetization dynamics. Our approach reveals that the spin system is the dominating heat sink in the initial few hundreds of femtoseconds and implies a transient non-thermal state of the spins. Our results provide a clear picture of the microscopic energy flow between electronic, magnetic and lattice degrees of freedom on ultrafast timescales and constitute a foundation for theoretical descriptions of demagnetization that are consistent with the dynamics of all three subsystems.
DOI: 10.14278/rodare.417
title: Data for: An analysis for detecting potential relocation of the inventory of dry storage containers during prolonged interim storage via changes in the wall temperature fields

description: Geometry files of the performed simulations (ANSYS Fluent).
DOI: 10.14278/rodare.416
title: Data for: An analysis for detecting potential relocation of the inventory of dry storage containers during prolonged interim storage via changes in the wall temperature fields

description: Geometry files of the performed simulations (ANSYS Fluent).
DOI: 10.14278/rodare.409
title: PIMC data for the nonlinear electronic density response in warm-dense matter (WDM)

description: This repository contains the PIMC raw data for the actual density response of the harmonically perturbed electron gas. The data can be freely re-used. Please cite: T. Dornheim, J. Vorberger, and M. Bonitz, Nonlinear Electronic Density Response in Warm Dense Matter, Phys. Rev. Lett. (in press), arXiv:2004.03229
DOI: 10.14278/rodare.408
title: PIMC data for the nonlinear electronic density response in warm-dense matter (WDM)

description: This repository contains the PIMC raw data for the actual density response of the harmonically perturbed electron gas. The data can be freely re-used. Please cite: T. Dornheim, J. Vorberger, and M. Bonitz, Nonlinear Electronic Density Response in Warm Dense Matter, Phys. Rev. Lett. (in press), arXiv:2004.03229
DOI: 10.5281/zenodo.4159521
title: Experiment Dataset for L. Zhu, G. Casale, I. Perez, Fluid approximation of closed queueing networks with discriminatory processor sharing, Performance Evaluation (2020): 102094

description: This dataset provides the results of the validation experiments for transient, steady-state and response time distribution<br> analysis published in L. Zhu, G. Casale, I. Perez, Fluid approximation of closed queueing networks with discriminatory processor sharing, Performance Evaluation (2020): 102094.
DOI: 10.5281/zenodo.4159520
title: Experiment Dataset for L. Zhu, G. Casale, I. Perez, Fluid approximation of closed queueing networks with discriminatory processor sharing, Performance Evaluation (2020): 102094

description: This dataset provides the results of the validation experiments for transient, steady-state and response time distribution<br> analysis published in L. Zhu, G. Casale, I. Perez, Fluid approximation of closed queueing networks with discriminatory processor sharing, Performance Evaluation (2020): 102094.
DOI: 10.14278/rodare.397
title: Data set on DBTTs from SPT and CVN

description: The data set is related to a manuscript entitled "Use of the small punch test for the estimation of ductile-to-brittle transition temperature shift of irradiated steels". Contents raw data of small punch tests, evaluation data of small punch tests and Charpy impact tests, correlation and regression analysis.
DOI: 10.14278/rodare.396
title: Data set on DBTTs from SPT and CVN

description: The data set is related to a manuscript entitled "Use of the small punch test for the estimation of ductile-to-brittle transition temperature shift of irradiated steels". Contents raw data of small punch tests, evaluation data of small punch tests and Charpy impact tests, correlation and regression analysis.
DOI: 10.21227/aqcz-jw57
title: Model3

description: We have followed the three-step approach to tackle this challenge.Data preparation – We started with the aggregation of the energy consumption data at a daily level (originally given at a half-hourly interval). Missing values were observed in temperature metadata, which we imputed using daily level linear interpolation.Next was feature engineering which was essential to bring out the best accuracy in the model.There are mainly three features we have tried to work with:a) Average weather data – used as is (we have used avg. weather data only)b) Time Series features created using date1. Month (1,2,3,…..12) and2. Weekday (Mon, Tue,……Sun)3. WeekofYear(1,2,…52)c) Cyclic encoding of periodic features for the month and weekday1. Month gets mapped to Month_x = sin(2*pi*month/12) and Month_y=cos(2*pi*month/12)2. Weekday gets mapped to weekday_x = sin(2*pi*weekday/6) and weekday_y=cos(2*pi*weekday /6).Post multiple iterations, we settled with the XgBoost model since it performed the best among all. We trained the model on individual meter_ID and forecasted energy consumption at a daily level. The outcome was then rolled-up, to a monthly level to get our final submission.Edit- We have hyper tuned the XGBoost model to improve the model accuracy.
DOI: 10.5281/zenodo.4159697
title: Title: Local convergence of behavior across species

description: This file summarizes how to replicate the results of the main manuscript and the supplementary material for the article "Local convergence of behavior across species". The main directory in the extracted zip file contains three folders: (i) <em>data</em>, which contains the final datasets used for the analysis, (ii) <em>dofiles</em>, which contains the Stata code (do files) to replicate the results, and (iii) <em>results</em>, which contains all results generated by the Stata code. We provide the datasets in both the csv and Stata’s dta format. For an overview, we list all variable names and corresponding labels of both datasets in the readme.rtf. The do file <em>binford_replication</em> generates all results that are based on the Binford dataset. The do file <em>jorgensen_replication</em> generates all results that are based on the Jorgensen dataset. Each do file uses the dataset with the same name. We have run the analysis using Stata version 16.1. Running the analysis requires the user-written Stata packages mhtreg, heatplot, and coefplot (all available from the SSC archive). You can easily install these packages by activating lines 7-9 of the code in the do file <em>binford_replication</em>. The folder <em>results</em> contains two subfolders with separate results for Binford and Jorgensen populations. The file names reflect the Figure/Table number in the manuscript.
DOI: 10.5281/zenodo.4159696
title: Title: Local convergence of behavior across species

description: This file summarizes how to replicate the results of the main manuscript and the supplementary material for the article "Local convergence of behavior across species". The main directory in the extracted zip file contains three folders: (i) <em>data</em>, which contains the final datasets used for the analysis, (ii) <em>dofiles</em>, which contains the Stata code (do files) to replicate the results, and (iii) <em>results</em>, which contains all results generated by the Stata code. We provide the datasets in both the csv and Stata’s dta format. For an overview, we list all variable names and corresponding labels of both datasets in the readme.rtf. The do file <em>binford_replication</em> generates all results that are based on the Binford dataset. The do file <em>jorgensen_replication</em> generates all results that are based on the Jorgensen dataset. Each do file uses the dataset with the same name. We have run the analysis using Stata version 16.1. Running the analysis requires the user-written Stata packages mhtreg, heatplot, and coefplot (all available from the SSC archive). You can easily install these packages by activating lines 7-9 of the code in the do file <em>binford_replication</em>. The folder <em>results</em> contains two subfolders with separate results for Binford and Jorgensen populations. The file names reflect the Figure/Table number in the manuscript.
DOI: 10.14278/rodare.365
title: Nonlocal stimulation of three-magnon splitting in a magnetic vortex

description: We present a combined numerical, theoretical and experimental study on stimulated three-magnon splitting in a magnetic disk in the vortex equilibrium state. Our micromagnetic simulations and Brillouin-light-scattering results confirm that three-magnon splitting can be triggered even below threshold by exciting one of the secondary modes by magnons propagating in a waveguide next to the disk. The experiments show that stimulation is possible over an extended range of excitation powers and a wide range of frequencies around the eigenfrequencies of the secondary modes. Rate-equation calculations predict an instantaneous response to stimulation and the possibility to prematurely trigger three-magnon splitting even above threshold in a sustainable manner. These predictions are confirmed experimentally using time-resolved Brillouin-light-scattering measurements and are in a good qualitative agreement with the theoretical results. We believe that the controllable mechanism of stimulated three-magnon splitting could provide a possibility to utilize magnon-based nonlinear networks as hardware for reservoir or neuromorphic computing. Here, we briefly describe how the archived data for the publication "Nonlocal stimulation of three-magnon splitting in a magnetic vortex", submitted to PRL, is structured. "rate-equations"<br> - theoretical data of the temporal evolution of the spin wave modes in Fig. 4 "micromagnetic-simulation"<br> - MuMax3 simulation recipes (.go files) and sample-layout masks for the<br> simulations performed for Fig. 2(a,b,c).<br> - corresponding power spectra obtained with our "mumax3-pwsp" program<br> - mode profiles for stimulated and spontaneous splitting (Fig. 1(c) and Fig. 2(d))<br> - dispersion of the spin waves, calculated by micromagetnic simulation, shown in Fig. 1(b) "experiments"<br> - electron beam microscopy image of the sample<br> - intensity spectrum of the waveguide, used to calculate the approximate<br> frequency/wave-vector region where the waveguide is effective (inset in Fig. 1(c))<br> - non-time-resolved BLS measurements, including spectra, power sweeps, etc. for<br> Figs 2,3 in "i3MS" folders, in more detail described by "i3MS_V1_KS_logbook.pdf"<br> - time-resolved BLS measurements, further explained in the corresponding subfolders<br>
DOI: 10.14278/rodare.364
title: Nonlocal stimulation of three-magnon splitting in a magnetic vortex

description: We present a combined numerical, theoretical and experimental study on stimulated three-magnon splitting in a magnetic disk in the vortex equilibrium state. Our micromagnetic simulations and Brillouin-light-scattering results confirm that three-magnon splitting can be triggered even below threshold by exciting one of the secondary modes by magnons propagating in a waveguide next to the disk. The experiments show that stimulation is possible over an extended range of excitation powers and a wide range of frequencies around the eigenfrequencies of the secondary modes. Rate-equation calculations predict an instantaneous response to stimulation and the possibility to prematurely trigger three-magnon splitting even above threshold in a sustainable manner. These predictions are confirmed experimentally using time-resolved Brillouin-light-scattering measurements and are in a good qualitative agreement with the theoretical results. We believe that the controllable mechanism of stimulated three-magnon splitting could provide a possibility to utilize magnon-based nonlinear networks as hardware for reservoir or neuromorphic computing. Here, we briefly describe how the archived data for the publication "Nonlocal stimulation of three-magnon splitting in a magnetic vortex", submitted to PRL, is structured. "rate-equations"<br> - theoretical data of the temporal evolution of the spin wave modes in Fig. 4 "micromagnetic-simulation"<br> - MuMax3 simulation recipes (.go files) and sample-layout masks for the<br> simulations performed for Fig. 2(a,b,c).<br> - corresponding power spectra obtained with our "mumax3-pwsp" program<br> - mode profiles for stimulated and spontaneous splitting (Fig. 1(c) and Fig. 2(d))<br> - dispersion of the spin waves, calculated by micromagetnic simulation, shown in Fig. 1(b) "experiments"<br> - electron beam microscopy image of the sample<br> - intensity spectrum of the waveguide, used to calculate the approximate<br> frequency/wave-vector region where the waveguide is effective (inset in Fig. 1(c))<br> - non-time-resolved BLS measurements, including spectra, power sweeps, etc. for<br> Figs 2,3 in "i3MS" folders, in more detail described by "i3MS_V1_KS_logbook.pdf"<br> - time-resolved BLS measurements, further explained in the corresponding subfolders<br>
DOI: 10.5281/zenodo.4108093
title: Replication Package for the Paper: "A Machine Learning Based Ensemble Method for Automatic Multiclass Classification of Decisions: A Study of the Hibernate Developer Mailing List"

description: This is the replication package for the paper: "A Machine Learning Based Ensemble Method for Automatic Classification of Decisions: A Study of the Hibernate Developer Mailing List". It contains the source code and dataset of our experiment for the replication by other researchers. In the meanwhile, we provide brief description of the files in the replication package below. <strong>1. code folder</strong> <em>experiment.py </em>contains the source code for our experiment, which is conducted on Windows 10 and Python 3.7.0. <strong>Note that you may get slightly</strong> <strong>different experiment results when conducting the experiments on different environment configurations.</strong> <em>requirement.txt</em> records all the installation packages and their version numbers needed for the current program to run. You can use "<em>pip install -r requirement.txt</em>" to rebuild the project and install all dependencies. <strong>Note that you may get slightly different experiment results when using different packages or versions. </strong> <strong>2. dataset folder</strong> <em>decisions.xlsx </em>contains 844 labelled sentence-level decisions from the Hibernate developer mailing list.
DOI: 10.5281/zenodo.4108092
title: Replication Package for the Paper: "A Machine Learning Based Ensemble Method for Automatic Multiclass Classification of Decisions: A Study of the Hibernate Developer Mailing List"

description: This is the replication package for the paper: "A Machine Learning Based Ensemble Method for Automatic Classification of Decisions: A Study of the Hibernate Developer Mailing List". It contains the source code and dataset of our experiment for the replication by other researchers. In the meanwhile, we provide brief description of the files in the replication package below. <strong>1. code folder</strong> <em>experiment.py </em>contains the source code for our experiment, which is conducted on Windows 10 and Python 3.7.0. <strong>Note that you may get slightly</strong> <strong>different experiment results when conducting the experiments on different environment configurations.</strong> <em>requirement.txt</em> records all the installation packages and their version numbers needed for the current program to run. You can use "<em>pip install -r requirement.txt</em>" to rebuild the project and install all dependencies. <strong>Note that you may get slightly different experiment results when using different packages or versions. </strong> <strong>2. dataset folder</strong> <em>decisions.xlsx </em>contains 844 labelled sentence-level decisions from the Hibernate developer mailing list.
DOI: 10.14278/rodare.354
title: Dataset for dynamic simulation of the CEFR control rod drop experiments

description: Dataset for dynamic simulation of the CEFR control rod drop experiments
DOI: 10.14278/rodare.353
title: Dataset for dynamic simulation of the CEFR control rod drop experiments

description: Dataset for dynamic simulation of the CEFR control rod drop experiments
DOI: 10.5281/zenodo.4159548
title: The Impact of Voice Leading and Harmony on Musical Expectancy

description: This dataset contains the stimuli (as wav files) and the anonymized experimental data of the publication: Wall, Leona, Robert Lieck, Markus Neuwirth, and Martin Rohrmeier. 2020. “The Impact of Voice Leading and Harmony on Musical Expectancy.” <em>Scientific Reports</em> 10 (1). https://doi.org/10.1038/s41598-020-61645-4.
DOI: 10.5281/zenodo.4159547
title: The Impact of Voice Leading and Harmony on Musical Expectancy

description: This dataset contains the stimuli (as wav files) and the anonymized experimental data of the publication: Wall, Leona, Robert Lieck, Markus Neuwirth, and Martin Rohrmeier. 2020. “The Impact of Voice Leading and Harmony on Musical Expectancy.” <em>Scientific Reports</em> 10 (1). https://doi.org/10.1038/s41598-020-61645-4.
DOI: 10.6084/m9.figshare.13168592.v1
title: APPnfl retina

description: Retinas of APPnfl mouse
DOI: 10.6084/m9.figshare.13168592
title: APPnfl retina

description: Retinas of APPnfl mouse
DOI: 10.1285/i24212113v6i2-2p140
title: Why we need to build a planetary sense of community

description: The aim of this position paper is to argue that after Covid19, we have a terrific opportunity to develop a planetary sense of community to confront systemic problems such as climate change, racism, sexism, socioeconomic and power disparities. This tangle of different crises is making both the earth and us human sick and spreading huge amounts of physical, psychological and political pain. Only if we all become more aware of the interconnections between the crisis, each of us prioritizes, and all the others, then we have a better chance to begin to develop a planetary sense of community.
DOI: 10.6084/m9.figshare.13168589
title: Oncologic outcomes after resection of para-aortic lymph node metastasis in left-sided colon and rectal cancer

description: This is a dateset of retrospective study to evaluate the oncologic outcomes after synchronous resection of para-aortic lymph node (PALN) metastasis in left-sided colon and rectal cancer. Between January 1986 and August 2016, 29 patients with pathologically positive PALN metastases who underwent curative resection at our hospital. We examined clinicopathological characteristics, long-term oncologic outcomes, and factors related to favorable prognosis in these patients.
DOI: 10.5517/ccdc.csd.cc24rnsc
title: CCDC 1988953: Experimental Crystal Structure Determination

description: Related Article: XU.JUN|2020|CSD Communication|||