cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17625556
title: LLMVeriOpt Datasets for CGO 2026 Artifact Evaluation

description: These datasets contain all test sets and training-derived evaluation inputs used in the CGO 2026 submission LLM-VeriOpt: Verification-Guided ReinforcementLearning for LLM-Based Compiler OptimizationThey include:





correctness-oriented IR transformation datasets




latency-optimized IR datasets




SFT training prompt datasets




one-shot baseline datasets




diagnostic augmented misclassification datasets



All datasets are stored in HuggingFace datasets format (Arrow + metadata).These datasets are required to run the evaluation pipelines provided in the artifact repository.

The corresponding code, models, and figure reproduction scripts are available at:https://github.com/carrotProgrammer/llmveriopt-AE

These datasets serve as the canonical reference for reproducibility and are required for running the artifact’s sampling and full-evaluation pipelines.
DOI: 10.15468/dl.u95rm5
title: Occurrence Download

description: A dataset containing 178 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Oxycopis thoracica"
 ]
}

 The dataset includes 178 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038151-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.58024/agum4f7e1d42
title: 40Ar/39Ar single-grain age estimations for K-feldspar: A case study from the Morte Tuff, Koobi For a Formation, Turkana Basin. 

description: Accompaning supplementary material to Savelkouls et al. (2025) thesis is Chapter 3.
DOI: 10.48331/scielodata.jcmgqt/gjb6oq
title: ativos_imobiliarios_fiis_opportunity_rio_de_janeiro_2023.tab
DOI: 10.48331/scielodata.jcmgqt/i7mlwm
title: readme.txt
DOI: 10.48331/scielodata.jcmgqt
title: Data for: O papel dos fundos de investimento imobiliário na transformação do espaço urbano: uma análise do Opportunity no Rio de Janeiro

description: O presente conjunto de dados abrange informações sobre os ativos imobiliários detidos pelos fundos de investimento imobiliário (FIIs) ligados à gestora de ativos Opportunity (FII Opportunity, FII Opportunity Balassiano, FII Brix e FII Dovel) na cidade do Rio de Janeiro no ano de 2023. Os dados de cada um dos FIIs foram coletados dos informes anuais e trimestrais disponibilizados pela Comissão de Valores Mobiliários (CVM) em seu site oficial, bem como de outras fontes, como do Google Maps e dos sites dos empreendimentos imobiliários.
DOI: 10.5281/zenodo.17625558
title: Questionnaire on Determinants of Entrepreneurial Intention: The Role of Personal Attitudes, Subjective Norms, Perceived Control, Creativity, Recognition of Opportunities, and Access to Financing.
DOI: 10.5281/zenodo.17625557
title: Questionnaire on Determinants of Entrepreneurial Intention: The Role of Personal Attitudes, Subjective Norms, Perceived Control, Creativity, Recognition of Opportunities, and Access to Financing.
DOI: 10.15468/dl.rgj4gb
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Peru",
 "TaxonKey is Heliotropium angustiflorum"
 ]
}

 The dataset includes 50 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038153-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/13758849
title: List Benchmarks Kaggle
DOI: 10.15468/dl.tfanvg
title: Occurrence Download

description: A dataset containing 484 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United States of America",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Arthromacra aenea"
 ]
}

 The dataset includes 484 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038154-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a47fqt
title: Occurrence Download

description: A dataset containing 301 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-83.37784 34.20938,-82.1651 33.59444,-80.1985 32.61155,-77.37561 34.20938,-75.92114 34.94867,-77.37561 36.14004,-83.37784 36.14004,-83.37784 34.20938))",
 "HasGeospatialIssue is false",
 "Month is one of (July, August)",
 "TaxonKey is Eumorpha pandorus",
 "Year 2020-2025"
 ]
}

 The dataset includes 301 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038156-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.13140/rg.2.2.26934.77125
title: 04 Presentation-ISST-5th Visual Fashion Danish Consumer Insights on the Palestine Cause Yusriani et al saved (1)
DOI: 10.34740/kaggle/dsv/13758868
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.qxsb56
title: Occurrence Download

description: A dataset containing 22575 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erysimum capitatum"
 ]
}

 The dataset includes 22575 records from 267 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038157-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gv2344
title: Occurrence Download

description: A dataset containing 1109356 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Belgium, Germany, Netherlands)",
 "TaxonKey is one of (Ondatra zibethicus, Myocastor coypus)",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 1109356 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038148-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9qk3kf
title: Occurrence Download

description: A dataset containing 973 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erysimum menziesii"
 ]
}

 The dataset includes 973 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038158-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ykd3yp
title: Occurrence Download

description: A dataset containing 13155930 species occurrences available in GBIF matching the query:
{
 "Country" : [
 "is one of (Saudi Arabia, United Arab Emirates, Egypt, Jordan, Kuwait, Oman, Qatar, Bonaire, Sint Eustatius and Saba, Iraq, Yemen, Syrian Arab Republic, Lebanon, Iran (Islamic Republic of), Palestine, State of, Türkiye)"
 ]
}

 The dataset includes 13155930 records from 3464 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038146-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6vfube
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_2_GID","value":"USA.41.34_1","matchCase":false},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009956-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/loidqs
title: Placental mRNA and miRNA dynamics associated with lipid metabolism pathways in pregnancies affected by obesity

description: Maternal obesity (pregravid body mass index &gt;30 kg/m2), which has reached epidemic levels in the US, increases the incidence of cardiovascular disease and all cause premature death in the offspring. The placenta modulates fetal access to lipids and other nutrients and is considered a key player in fetal growth and maturation. However, the complex interplay between dysregulated metabolism in mothers with obesity and placental pathways mediating impacts on fetal development that predispose offspring to morbidities later in life, is poorly understood. We used unbiased “Whole Genome Correlation Network Analysis (WGCNA) in 39 full-term unlabored placentas from mothers affected by obesity to explore relationships between coding and non-coding placental transcripts with maternal and fetal metabolic variables. We identified positive correlations between members of the Rho network, a key inflammation regulator, with maternal leptin and cord blood free fatty acids (cbFFA). Furthermore, we identified negative correlations between epigenetic regulators and the lipid metabolism drivers SMUG1 and CDS1, with cbFFA. A single set of placental miRNAs showed positive correlation with cbFFA. Using mirTarRnaSeq, an R/Bioconductor package, we predicted interactions between placental coding genes and miRNA, which correlated negatively and positively with cbFFA, respectively. Several FFA-associated miRNAs (miR-23b cluster, -168, -138, -6825, -6845) have been previously associated with obesity in animal models and human cohorts. Further studies are required to investigate the role that Rho network plays in placental inflammation and the link between miRNAs and the predisposition towards cardiovascular diseases in the offspring of obese mothers.
DOI: 10.15468/dl.y78jgp
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_2_GID","value":"USA.41.35_1","matchCase":false},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009957-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pzun27
title: Occurrence Download

description: A dataset containing 26 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is USA.29_1",
 "TaxonKey is Atriplex argentea longitrichoma"
 ]
}

 The dataset includes 26 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009958-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15139/s3/zqymbu
title: Data Management and Sharing Plan for: Transcriptional inactivation of the CNS HIV reservoir with Tat-targeting lipid nanoparticles.

description: The Data Management and Sharing Plan describes the scientific data to be generated and/or used in the research and outlines a strategy for managing and sharing project data.
description: Data Management and Sharing Plan
DOI: 10.15468/dl.r65jcb
title: Occurrence Download

description: A dataset containing 125 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-72.03504 -30.50792,-69.69086 -30.32997,-67.14493 -23.82382,-68.02845 -23.35511,-69.24723 -23.2378,-71.20675 -23.25446,-71.12586 -26.61482,-72.03504 -30.50792))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Krameria cistoidea",
 "Year 2000-2026"
 ]
}

 The dataset includes 125 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009961-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xgey2k
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_2_GID","value":"USA.41.36_1","matchCase":false},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009960-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wkbxck
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Combretum rochetianum"
 ]
}

 The dataset includes 19 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009962-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u3rn47
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyanopsitta spixii",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Geometry POLYGON((-180 -90, 180 -90, 180 90, -180 90, -180 -90))"
 ]
}

 The dataset includes 5 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009963-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hqc9hm
title: Occurrence Download

description: A dataset containing 115061 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "PublishingCountry is Colombia",
 {
 "and" : [
 "Country is Colombia",
 {
 "not" : {
 "Issue" : [
 "is Country coordinate mismatch"
 ]
 }
 }
 ]
 }
 ]
 },
 "GadmGid is one of (COL.15.48_2)"
 ]
}

 The dataset includes 115061 records from 132 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009921-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r38fnz
title: Occurrence Download

description: A dataset containing 35 species occurrences available in GBIF matching the query:
{"type":"and","predicates":[{"type":"equals","key":"GADM_LEVEL_2_GID","value":"USA.41.37_1","matchCase":false},{"type":"equals","key":"CLASS_KEY","value":"212","matchCase":false},{"type":"greaterThanOrEquals","key":"YEAR","value":"2015","matchCase":false},{"type":"not","predicate":{"type":"in","key":"BASIS_OF_RECORD","values":["MATERIAL_CITATION","MATERIAL_SAMPLE","PRESERVED_SPECIMEN"],"matchCase":false}},{"type":"lessThanOrEquals","key":"COORDINATE_UNCERTAINTY_IN_METERS","value":"10000","matchCase":false},{"type":"equals","key":"LICENSE","value":"CC BY 4.0","matchCase":false}]}

 The dataset includes 35 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0009964-260108223611665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/bghzn9
title: Replication Data for: Contrasting uniaxial and vortex-state magnetic tunnel junction sensors: sensitivity and tunnel magnetoresistance at low temperatures

description: Data corresponding to each plot in the manuscript "Contrasting uniaxial and vortex-state magnetic tunnel junction sensors: sensitivity and tunnel magnetoresistance at low temperatures". Each file is a .csv type and accessible by name.
DOI: 10.34933/aa7b42fa-d76a-457a-8fd8-b39a4aa3b7b2
title: Data for: Intelliwaste: NMR of 13C-labeled Spent Media Enables Non-Invasive Metabolic Fingerprinting of Human Pluripotent Stem Cells and LIS1-Associated Neuropathology

description: Currently published in arXiv

Need to add - URL for the data
DOI: 10.34933/400b149f-da31-441b-aace-0e4b037205b8
title: Data for: Sensing single-molecule magnets with nitrogen vacancy centers

description: Journal - Nano Letters
DOI: 10.34933/66b94130-02c8-4441-be00-f2d5f8b4b4b2
title: Data for: Metal Ion Dynamic Nuclear Polarization in Mn(II)-Doped CdS Nanocrystals: Atomic-Scale Investigation of the Dopant and Its Host

description: Journal - ACS Nano
DOI: 10.34933/9a1ffc70-729c-432a-9202-e7f051309c7b
title: Data for: The effect of water structure on proton transfer: an EPR approach to solving a classic problem

description: The mechanism of proton transfer (PT), and how it is affected by water structure, is a fundamental issue in numerous chemical and biological processes. Formulated more than 200 years ago a possible model for PT in aqueous media was proposed by Grotthuss, which continues to be actively studied and debated. In this study, we present a novel experimental approach to investigate PT in aqueous solutions. Our method employs pH-sensitive stable nitroxyl radicals, and makes use of photolysis of 2-nitrobenzaldehyde to generate protons in the sub-nanosecond timescale. The proposed method was used to study the effect of classical chaotropic compounds on PT as studied in various aqueous solutions, i.e. 8 M urea, 6 M guanidine hydrochloride (Gdn·HCl), and potassium chloride (KCl). Our findings reveal significant impacts on PT rates. For instance, in 6 M Gdn·HCl, PT occurred 40-fold slower than in water. The method’s sensitivity to water structure is demonstrated, highlighting its potential for monitoring the kinetics of PT in ice and in proteins.

Journal - Scientific Reports
DOI: 10.34933/e08be44a-98e7-4d1e-9faf-d36205c1dd27
title: Data for: Witnessing non-stationary and non-Markovian environments with a quantum sensor

description: Journal - Physical Review Applied
DOI: 10.5439/1602611
title: Shortwave Spectrometer (SWS) zenith radiance swsrad.b1 v3 and higher

description: Hyperspectral zenith radiances from the SWS instrument reported at 1 Hz.  This data stream contains calibrated, dark-subtracted, radiances from two grating array spectrometers: a Si-detector based spectrometer denoted by SW and an InGaAs based detector denoted by LW. Spectra from both spectrometers are calibrated based on the spectral responsivity determined by reference against NIST-traceable light sources are reported independently as separate arrays having the same time record but wavelength dimension specified for each detector.  Because the LW spectrometer is more susceptible to temperature-induced changes, a scale factor adjustment is applied the the LW spectra to yield agreement with the SW spectra over the wavelength range where they overlap. The final radiances incorporate QC to flag saturated values, periods where house-keeping fields fall outside acceptable bounds, and to flag pixels for which the spectral responsivity is not acceptable.
DOI: 10.34933/1cec1e6e-3e89-4f0a-9397-5e29cc0d23e8
title: Dataset for : Investigating the Periphery Region in Warm Cumulus Clouds

description: Journal - Geophysical Research Letters
DOI: 10.34933/758cd790-2d69-4b2b-952b-96305adbe9e2
title: Data for: Isospin magnetic texture and intervalley exchange interaction in rhombohedral tetralayer graphene

description: Multilayer rhombohedral graphene offers a rich platform for strong electron interactions without a moire superlattice. The in situ tunable band structure and nontrivial topology lead to a variety of novel correlated electronic states with isospin order dictated by the interplay of spin-orbit coupling and Hunds exchange interactions. However, versatile methods for mapping local isospin textures and determining the exchange energies are currently lacking. Utilizing a nanoscale superconducting quantum interference device in a vector magnetic field, we image the magnetization textures in tetralayer rhombohedral graphene. We reveal sharp magnetic phase transitions marking spontaneous time reversal symmetry breaking. In the quarter metal phase, the spin and orbital moments align closely, providing a bound on the spin-orbit coupling energy. The half metal phase is shown to have a very small magnetic anisotropy, providing the first experimental lower bound on the intervalley Hunds exchange interaction energy, which is found to be close to its theoretical upper bound. By contrasting to magnetotransport measurements, we show that high-field electronic states are governed by unique topological magnetic band reconstruction. The ability to resolve the local isospin texture and the different interaction energies, paves the way to a better understanding of the phase transition hierarchy and the numerous correlated electronic states arising from spontaneous and induced isospin symmetry breaking in graphene heterostructures.

Journal - Nature Physics
DOI: 10.34933/d5568eb7-010d-4d75-bc12-064b8c4c5fae
title: Data for: Maximizing Spectral Sensitivity Without Compromising Resolution in Phase-Incremented, Steady-State Solution NMR

description: Journal : Nature Communications
DOI: 10.34933/33f0a276-75af-46c7-8f3f-54669f1ace73
title: Data for: 3D Cryo-Imaging of Cell-Mediated Cholesterol Crystal Clearance in Human Atherosclerotic Lesions
DOI: 10.34933/4fbfe367-86b8-431e-92f2-94c5cb3465f5
title: Data for: Independent and temporally separated dynamics for RORγt and Foxp3 during Th17 differentiation

description: Journal: Frontiers in Immunology
DOI: 10.34933/1e1258ac-877a-4eee-86d8-c3e4a5b65b4e
title: Data for: Differential Glory Signal Reflects Droplet Size Distribution of the Underlying Cloud

description: The file RTinfo is a Matlab file that contains the glory radiative transfer calculations as described in the paper.

Once loaded, it will open three radiative transfer simulations (green, red, NIR) of the glory geometry per effective radius and standard deviation.