cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.17632/pk3ft6wx99
title: Coupled in-situ SIMS d34S and LA-ICP-MS trace element data for pyrite from subduction zone related submarine hydrothermal vent fields

description: Coupled SIMS d34S and trace element LA-ICP-MS data of near endmember pyrite from subduction zon related submarine hydrothermal vent fields. The dataset represents the first of its kind, where d34S values and trace element data is coupled on a spatial resolution of approximately 25µm. The dataset reveals a correlation of trace elements with d34S values. The dataset is part of the manuscript from Falkenberg et al. "Pyrite trace element proxies for magmatic volatile influx in submarine subduction-related hydrothermal systems"
DOI: 10.17632/zhv2wfnprv
title: AI Dialog Software Application

description: Description

The experimental AI Dialog software application is able to build a mental model from a plain English dialogue using speech or textual input.  Subsequently, comprehension and logical capability may be tested using plain English queries.

AI Dialog is used to experimentally test the validity and utility of a novel software application design, as a path to Artificial General Intelligence, sometimes referred to as Strong Artificial Intelligence or Conversational Artificial Intelligence.

The theory behind AI Dialog is fully described in the book: Belch, Francis R. (2023) Artificial General Intelligence – A New Approach, available from: Amazon.com (from September 2023).

A short demonstration of the AI Dialog software application is available from YouTube®, and entitled:

Artificial General Intelligence – A New Approach – AI Dialog Demonstration.

There are also two YouTube® lectures each of about 1 hour duration describing the radical new approach to Artificial General Intelligence used to implement the AI Dialog software application. These are:

Artificial General Intelligence – A New Approach – Part I Sentence Semantics.

Artificial General Intelligence – A New Approach – Part II Dialogues and Mental Models.

This is a free download of the executable of the AI Dialog Software Application Version 4.1 Alpha release.  This version supersedes Version 3.2 to allow speech as well as textual user input.

The AI Dialog software is protected by international copyright, but is made available to use for non-commercial personal study purposes.

The application will run on Windows 10® PC, Laptop and Tablet systems, and requires about 1 M byte of memory.  The download file is zipped and needs to be unzipped.  After this, the content of the folder AI Dialog 4.1 Alpha Release is:

• Application Files (Folder)
• Documentation (Folder)
• NLP2016Autumn (Manifest)
• Setup (Application)

In the Documentation folder are two PDF files:

• Copy Of Tuition Lessons (PDF)
• Specification (PDF).

The first is a hard copy of the tuition lessons.  The second is a specification of a subset of English for use with the AI Dialog system.  However, there is no need to consult either of these initially, as AI Dialog incorporates a quick start tuition module.

To install AI Dialog, double click the Setup file.  This starts AI Dialog immediately after installation, but places an application icon on the Windows 10® Start list for restarting later.  After AI Dialog starts, just follow the speech or pop-up message instructions, which lead to quick start interactive tuition modules, fully describing how to use the application.
DOI: 10.17632/w6y53574zp
title: LIP_FEF

description: Single-unit data of the paper(Cell reports) : Perisaccadic and Attentional Remapping of Receptive Fields in Lateral Intraparietal Area and Frontal Eye Fields.
DOI: 10.6084/m9.figshare.1301848.v1
title: RATHER Invasive Lobular Breast Cancer Cohort Clinical Database

description: RATHER Invasive Lobular Breast Cancer Cohort Clinical Database
DOI: 10.6084/m9.figshare.1434011.v1
title: Efficacy of berberine in patients with non-alcoholic fatty liver disease

description: human data of the article Efficacy of berberine in patients with non-alcoholic fatty liver disease
DOI: 10.6084/m9.figshare.16610443.v1
title: site_frame.csv.zip

description: A flat csv including site-averaged phenotypes and unique experiment identifier (BOMDom_Trial_ID) that can used to like these data to imputed environmental data.<br><br>
DOI: 10.6084/m9.figshare.5830623.v1
title: The LINGO code and instructions for SECA

description: The file contains the LINGO code and instructions for using SECA (Simultaneous Evaluation of Criteria and Alternatives) in multi-criteria decision-making problems.
DOI: 10.17632/4mjgn8y3v4
title: Data for a hydro-mechanical phase field model for hydraulic fracture propagation in poroelastic media

description: This open source dataset is associated with the paper “A hydro-mechanical phase field model for hydraulically induced fractures in poroelastic media”, which is currently under review for publication in the journal Computers and Geotechnics. The dataset includes all validation and numerical examples as well as data for the figures in the paper. The numerical model was implemented using the finite element software COMSOL Multiphysics. The data is provided in VTU format,  which can be opened with TecPlot,  Matlab, ParaView or Python.
DOI: 10.17632/drkpzht233
title: image segmentation code

description: Code for graph-based image segmentation used in "Classification and image processing with a semi-discrete scheme for fidelity forced Allen–Cahn on graphs" https://doi.org/10.1002/gamm.202100004
DOI: 10.17632/hpmddmgcmv
title: SNEG – Mathematica package for symbolic calculations with second-quantization-operator expressions

description: This program has been imported from the CPC Program Library held at Queen's University Belfast (1969-2018) Abstract In many-particle problems involving interacting fermions or bosons, the most natural language for expressing the Hamiltonian, the observables, and the basis states is the language of the second-quantization operators. It thus appears advantageous to write numerical computer codes which allow the user to define the problem and the quantities of interest directly in terms of operator strings, rather than in some low-level programming language. Here I describe a Mathematica package which provide... Title of program: SNEG Catalogue Id: AEJL_v1_0 Nature of problem Manipulation of expressions involving second quantization operators and other non-commuting objects. Calculation of commutators, anticommutators, expectation values. Generation of matrix representations of the Hamiltonians expressed in the second quantization language. Versions of this program held in the CPC repository in Mendeley Data AEJL_v1_0; SNEG; 10.1016/j.cpc.2011.05.013
DOI: 10.17632/k6c8z3x9cf
title: Replication folder for the paper entitled "Government spending multipliers and financial fragility in Italy"

description: This replication folder provides the codes and data to replicate all the results of the paper entitled ‘Government spending multipliers and financial fragility in Italy’. The zip file contains sub-folders, each containing the files to replicate the results in the different sections of the paper. The readme.pdf file contains useful information on the replication folder. Please read it before using the replication folder. If you have any problems or questions, please do not hesitate to contact francesco.frangiamore@unipa.it (or francesco.frangiamore@outlook.it).
DOI: 10.17632/yzgj5zgmk8
title: SUSTICS Database - Crash Energy Absorption of Composite Materials

description: A database for energy absorption parameters of fibre-reinforced composite materials, including carbon and flax fibre composites, and their hybrids. Parameters obtained experimentally using both flat and tubular coupons, tested both statically and dynamically.
Work done in collaboration with McLaren Racing Ltd. and ITW Test and Measurement Italia S.r.l. (Instron).

This work is financially supported by national funds through the FCT/MCTES (PIDDAC), under the project 2022.03534.PTDC - SUSTICS - SUStainable Thin-/thick-ply hybrId Composite crash Structures, with DOI 10.54499/2022.03534.PTDC (http://doi.org/10.54499/2022.03534.PTDC).
DOI: 10.6084/m9.figshare.19927897.v1
title: Gut microbiome in neuropsychiatric disorders

description: ABSTRACT Background: Neuropsychiatric disorders are a significant cause of death and disability worldwide. The mechanisms underlying these disorders include a constellation of structural, infectious, immunological, metabolic, and genetic etiologies. Advances in next-generation sequencing techniques have demonstrated that the composition of the enteric microbiome is dynamic and plays a pivotal role in host homeostasis and several diseases. The enteric microbiome acts as a key mediator in neuronal signaling via metabolic, neuroimmune, and neuroendocrine pathways. Objective: In this review, we aim to present and discuss the most current knowledge regarding the putative influence of the gut microbiome in neuropsychiatric disorders. Methods: We examined some of the preclinical and clinical evidence and therapeutic strategies associated with the manipulation of the gut microbiome. Results: targeted taxa were described and grouped from major studies to each disease. Conclusions: Understanding the complexity of these ecological interactions and their association with susceptibility and progression of acute and chronic disorders could lead to novel diagnostic biomarkers based on molecular targets. Moreover, research on the microbiome can also improve some emerging treatment choices, such as fecal transplantation, personalized probiotics, and dietary interventions, which could be used to reduce the impact of specific neuropsychiatric disorders. We expect that this knowledge will help physicians caring for patients with neuropsychiatric disorders.
DOI: 10.17632/bhyvpjwbzp
title: Impact of Couple Conflict and Mediation on How Romantic Partners Are Seen: a fMRI study

description: Previous studies on romantic love have reported increased neural activity in the brain’s reward circuitry. To date, the extent to which this activity is modulated by couple conflict in general and mediated couple conflict in particular, is unknown. Our study, and the present dataset, seeked to fill this gap by randomly assigning 36 romantic heterosexual couples to a mediated or non-mediated conflict discussion. Before and after the conflict discussion, we acquired self-reports and functional neuroimaging data in response to a picture of the romantic partner versus an unknown person. Self-reports indicate that mediation increases conflict resolution, satisfaction about the contents and process of the discussion and decreases levels of remaining disagreement. Pre-conflict neuroimaging results replicate previous studies on romantic love, showing activations in the striatum, insula, anterior and posterior cingulate gyrus, orbitofrontal cortex, hippocampus, temporal and occipital poles and amygdala when viewing the romantic partner versus an unknown person. The general effect of conflict on neural activations in response to the romantic partner across both conditions consisted of deactivations in the striatum, insula, thalamus, precuneus and ventral tegmental area. Small volume correction analyses revealed that participants in the mediated condition trended towards having greater activation in the nucleus accumbens than participants in the non-mediated condition when looking at the romantic partner versus the unknown after the conflict discussion. Parametric modulation analyses also revealed greater activity in the nucleus accumbens when viewing the romantic partner versus the unknown for participants who felt more satisfied after the conflict resolution. Our results illustrate that mediation improves conflict resolution and is associated with increased activity in the nucleus accumbens, a key region in the brain’s reward circuitry.
DOI: 10.17632/tgdng3bt9y
title: A novel compound heterozygous mutation in DNAH9 causes complex congenital heart disease

description: We have provided the original data generated from whole-exome sequencing of fetal tissue from a miscarriage associated with congenital heart disease.
DOI: 10.6084/m9.figshare.12055494.v1
title: U.S. Counties represents the counties of the United States in the 50 states, the District of Columbia, and Puerto Rico.

description: U.S. Counties represents the counties of the United States in the 50 states, the District of Columbia, and Puerto Rico.
DOI: 10.6084/m9.figshare.1557914.v1
title: The spontaneous emission rate of atom in the damped microcavity

description: The spontaneous emission rate of atom in the damped microcavity
DOI: 10.6084/m9.figshare.28022513.v1
title: Reconciling Archean organic-rich mudrocks with low primary productivity before the Great Oxygenation Event

description: The following data support the study: Reconciling Archean organic-rich mudrocks with low primary productivity before the Great Oxygenation Event, PNAS (accepted, 2024). A detailed description of the data, including methodology and interpretation, is available within the article (https://doi.org/10.1073/pnas.2417673121).Dataset S1. Phanerozoic TOC versus sedimentation rate data compilation (data for Fig. 1 and 2A). Dataset S2. Hamersley and Fortescue groups (Pilbara Craton, Australia). TOC data sorted by formations and members, compiled from previous publications, coupled to sedimentation rate data from this study and Trendall et al. (2004) (data for Fig. 1, 2, and 3D).Dataset S3. Archean rocks TOC concentrations and lithologic classifications adapted from data compilation after Zeichner, et al. (2024) (data for Fig. 3B and 3C).References:N. Lotem, et al., Reconciling Archean organic-rich mudrocks with low primary productivity before the Great Oxygenation Event. PNAS, <i>in press, </i>e2417673121 (2024).A. F. Trendall, W. Compston, D. R. Nelson, J. R. De Laeter, V. C. Bennett, SHRIMP zircon ages constraining the depositional chronology of the Hamersley Group, Western Australia. Australian Journal of Earth Sciences 51, 621–644 (2004).S. S. Zeichner, et al., The Carbon Isotopic Composition of Archean Kerogen and Its Resilience Through the Rock Cycle. American Journal of Science 324, 8 (2024).<br>
DOI: 10.17632/bjstjh7v3s
title: IRAND-SimML

description: The dataset for ML is made up of muon and IBD events. The transport of about 16×107 optical photons led to the creation of this data collection. The dataset contains 16,796 different events  as "dataset.csv".
DOI: 10.17632/bkxxmjxff9
title: The Startup Research in Indonesia Dataset from 2007 to 2019

description: The startup research & publication in Indonesia dataset, which was indexed by Scopus from 2007 to 2019. The dataset contains data authors, authors ID Scopus, title, year, source title, volume, issue, article number in Scopus, DOI, link, affiliation, abstract, index keywords, references, Correspondence Address, editors, publisher, conference name, conference date, conference code, ISSN, language, document type, access type, and EID.
DOI: 10.17632/dtt28wk335
title: BioEmergences-wt2

description: BioEmergences-wt2: Zebrafish wild-type embryo during Gastrulation. Raw data 3D+time: nuclei + membrane channels (VTK). Digital cell lineage (computed with BioEmergences workflow https://www.nature.com/articles/ncomms9674).
DOI: 10.17632/4tw223jvjv
title: Genetic programming for computationally efficient land use allocation optimization

description: Land use allocation optimization is essential to identify ideal landscape compositions for the future. However, due to the solution encoding, standard land use allocation algorithms cannot cope with large land use allocation problems. Solutions are encoded as sequences of elements, where each element represents a land unit or a group of land units. As a consequence, computation times increase with every additional land unit. We present an alternative solution encoding: functions describing a variable in space. Function encoding yields the potential to evolve solutions detached from individual land units and evolve fields representing the landscape as a single object. In this study, we use a genetic programming algorithm to evolve functions representing continuous fields, which we then map to nominal land use maps. We compare the scalability of the new approach with the scalability of two state-of-the-art algorithms with standard encoding. We perform the benchmark on one raster and one vector land use allocation problem with multiple objectives and constraints, with ten problem sizes each. The results prove that the run times increase exponentially with the problem size for standard encoding schemes, while the increase is linear with genetic programming. Genetic programming was up to 722 times faster than the benchmark algorithm. The improvement in computation time does not reduce the algorithm performance in finding optimal solutions; often it even increases. 
We conclude that evolving functions enables more efficient land use allocation planning and yields much potential for other spatial optimization applications.
DOI: 10.17632/fjbydyvpy6
title: Data for: Household risk perceptions and evacuation behavior in earthquake and tsunami in a Cascadia Subduction Zone coastal city.

description: This dataset is a result of a household survey conducted in the Fall 2017 in Seaside, Oregon. It contains data on public risk perceptions and behavioral intentions in the threat of Cascadia Subduction Zone Earthquake and Tsunami.
DOI: 10.17632/wc4zfr4nrw
title: Figures for "Membrane binding of endocytic myosin-1s is inhibited by a class of ankyrin repeat proteins"

description: all raw data for the associated paper
DOI: 10.17632/3xw54kz8bv
title: Physical activity and academic achievment

description: Academic achievement, physical activity.
DOI: 10.17632/mxddfpm8hs
title: S2 Flavonoids and phenolic acid identified in raw Bali honey via LC MS-MS QTOF targeted analysis

description: Flavonoids and phenolic acid identified in raw Bali honey via LC MS-MS QTOF targeted analysis In this study, we focus on hypotheses centered on characterising the chemical composition of raw honey sourced from a specific location in Bali Island [Honey Bee Farm at Desa Kuwum, Badung Regency, in Bali (-8.45512 115.18728)]. Using LC MS-MS QTOF targeted analysis, we identified a range of flavonoids and phenolic compounds present in the honey. The data, representing a comprehensive chemical fingerprint, was derived from samples collected at the specified location. The findings include the identification of specific compounds potentially contributing to the honey's distinct qualities. The significance of these compounds in relation to the known characteristics of honey offers a potential health benefits or nutritional value. 
The study's relevance extends to applications in quality control and geographical authenticity of the honey itself. The chromatograms, enhance the presentation of the findings. The research contributes to the understanding of the chemical profile of Bali Island honey, paving the way for further exploration into its unique properties and potential applications in various scientific domains.
DOI: 10.17632/v3w5km6jvv
title: Hyperloop Freight Transport

description: Analysis of the effectiveness of a freight transport vehicle at high speed in a vacuum tube (Hyperloop transport system)
DOI: 10.1184/r1/19543819.v1
title: Data from The dorsal visual pathway represents object-centered spatial relations for object recognition

description: Data repository for the manuscript: <strong>The dorsal visual pathway represents object-centered spatial relations</strong> <strong>for object recognition</strong>
DOI: 10.17632/5j95wxc69v
title: A comprehensive assessment of four whole blood stabilisers for flow-cytometric analysis of leukocyte populations

description: We evaluated and compared head-to-head the performance of four commercial whole blood cryopreservation kits for conventional flow cytometry; 1) Cytodelics, 2) Stable-Lyse V2 and Stable-Store V2 (SLSS-V2), 3) Proteomic stabiliser (PROT-1), and 4) Transfix. We compared the stabilizers' performance to BD FACS lysing solution - treated samples and/or isolated PBMCs using the identical staining panels (table: flow_panels) and instrument settings. We used three panels to evaluate how well cryopreservation maintains the proportions of main leucocyte lineages (immune cell lineage), how well granulocyte activation markers are preserved after activation (with N-Formylmethionyl-leucyl-phenylalanine and lipopolysaccharides) (granulocyte stimulation data), and how well main T cell maturation stages can be studied after whole blood cryopreservation (T cell data).  

Anonymous healthy donors were used for the testing of the stabilizers. Donors (DN): n=10, age mean 29 [range 22 - 40], female 6 (60%) / male 4 (40%).

Data was generated by Ngoc Anh Nguyen at Translational Immunology Research Program, University of Helsinki in years 2020-22.
DOI: 10.6084/m9.figshare.13075979.v1
title: 1.3 million mouse neurons h5 file

description: 1.3 million cells from 10x. Mouse brain. h5ad file.
DOI: 10.6084/m9.figshare.21913713.v1
title: Supplementary Data 1.pdf

description: Supplementary Data 1; thin section maps of post-ablation analytical spots, transmitted light and false colour.
DOI: 10.15468/dl.7gnx25
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Platytroctes Günther, 1878",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((44.9648 10.8496,35.9648 10.8496,35.9648 1.8496,44.9648 1.8496,44.9648 10.8496))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013003-250525065834625/datasets/export for details.
DOI: 10.6084/m9.figshare.11219165.v1
title: sweeps

description: This item contains all simulations of selective sweeps from Dan Schrider's paper comparing patterns of variation produced by hitchhiking to those produced by background selection. For more information see the manuscript (doi: TBA), and the code used to produce these simulations (https://github.com/SchriderLab/posSelVsBgs).<br>
DOI: 10.6084/m9.figshare.28387685.v2
title: <b>Source data for Ligand-induced self-assembly of twisted two-dimensional halide perovskites</b>

description: Source data for <b>Ligand-induced self-assembly of twisted two-dimensional halide perovskites</b>
DOI: 10.6084/m9.figshare.4276523.v1
title: Chess Database

description: The file all.pgn.zip contains the raw data, 3.5 million chess games in PGN (portable game notation) format, played from 1783 to 2009. The file all_with_filtered_anotations.zip contains 1.4 million games resulting of the filtering of the raw data, games with corrupt or missing data, in txt format. The filtered data was used for the data analysis in the paper 'A study of memory effects in a chess database' (PLoS One). For further information check the references below.
DOI: 10.15468/dl.wzgmnk
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "TaxonKey is Gnetum leyboldii Tul."
 ]
}

 The dataset includes 10 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013002-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.