cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17624737
title: FUNt — LCDM Resolver • FUNt WWR Grad Engine Resolver for Energy, Gravity, Light Speed '(calculator)'

description: This dataset contains the FUNt — LCDM Resolver • WWR Grad Engine (φ⁷ Edition,v2.3), an educational and research-oriented Jupyter notebook demonstrating howcosmology’s standard tensions collapse under fractaile geometry (D ≈ 1.20).

 



note- companion model to https://zenodo.org/records/17620157



FUNt Golden Schrödinger–Helmholtz Boundary Resolver (φ⁷ Edition)



The Resolver allows the user to toggle between:  • ΛCDM / dark-matter interpretation  • FUNt / Wave-Web Resonance interpretation

Across four main panels:  • Energy Scaling (E ∼ r³ vs E ∼ r^D)  • Gravity Falloff (1/r² vs 1/r^(3−D≈1.8))  • Hydrogen Level Scaling (3D vs fractaile cosmic form)  • GR-Breaker Panel (r→0, large-r gravity, sub-Planck transition, c_eff)

All FUNt constants (φ, φ², φ⁷, D≈1.20, HTB/HRB ranges) are locked in code.

A progressive Easter Egg (“Bad Glass Resolver”) unlocks after all model-panelcombinations have been explored. It reveals:  • the Hubble-tension collapse under correct geometry,  • Cepheid-BAO unification,  • the angular-size conversion error underlying the “bad glass” myth,  • and the bias curve showing why telescopes were blamed despite perfect data.

This notebook is optimized for instruction, replication, and comparativedemonstration. It accompanies the FUNt theoretical archive and extends itsinteractive physics modules. As with all FUNt releases, a dedicated portion ofany future financial benefit is pledged to St. Jude Children’s Research Hospitaland St. Joseph’s charitable medical ministries.
DOI: 10.15468/dl.h9m5k3
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ceroxylon weberbaueri"
 ]
}

 The dataset includes 3 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038008-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g3tsmw
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ambrosia dentata"
 ]
}

 The dataset includes 14 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038009-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/rsjs8n
title: Raw Data AI - chips and rare-earths

description: Raw Data AI - chips and rare-earths
DOI: 10.15468/dl.nqevsf
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ambrosia pannosa"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038010-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vuuxqg
title: Occurrence Download

description: A dataset containing 2108 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Geometry POLYGON((-95.10565 28.28381,-93.63307 29.17484,-91.09029 28.63506,-88.46791 28.55753,-88.37601 29.43108,-89.13064 30.04986,-91.26387 30.85733,-91.62294 31.40923,-96.57217 31.11895,-95.10565 28.28381))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ardea alba",
 "Year is 2004"
 ]
}

 The dataset includes 2108 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038011-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gegbce
title: Occurrence Download

description: A dataset containing 4023 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Spheniscus mendiculus",
 "Year 2010-2020"
 ]
}

 The dataset includes 4023 records from 10 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038013-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kra5s5
title: Occurrence Download

description: A dataset containing 36 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Arnaldoa macbrideana"
 ]
}

 The dataset includes 36 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038014-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vy85x3
title: Occurrence Download

description: A dataset containing 55 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Arnaldoa weberbaueri"
 ]
}

 The dataset includes 55 records from 19 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038015-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6uf6n8
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ascidiogyne wurdackii"
 ]
}

 The dataset includes 11 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038016-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30618884
title: <b>Targeting CDK12 disrupts estrogen-receptor chromatin recruitment and ER-MED1 transcription in advanced ER+ breast cancer</b> (<i>ChIP-seq: siCDK12 binding peaks as detected using MACS2 in narrowPeak mode</i>)

description: We carried out ChIP-seq profiling of LY2 cells transfected with siRNA targeting CDK12 (siCDK12) and non-targeting control (siCtrl) for 48 hours followed by treatment with β-estradiol.Raw ChIPseq data files associated with this project are made available through GEO at:https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE309899
DOI: 10.6084/m9.figshare.30618884.v3
title: <b>Targeting CDK12 disrupts estrogen-receptor chromatin recruitment and ER-MED1 transcription in advanced ER+ breast cancer</b> (<i>ChIP-seq: siCDK12 binding peaks as detected using MACS2 in narrowPeak mode</i>)

description: We carried out ChIP-seq profiling of LY2 cells transfected with siRNA targeting CDK12 (siCDK12) and non-targeting control (siCtrl) for 48 hours followed by treatment with β-estradiol.Raw ChIPseq data files associated with this project are made available through GEO at:https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE309899
DOI: 10.6084/m9.figshare.30618884.v2
title: <b>Targeting CDK12 disrupts estrogen-receptor chromatin recruitment and ER-MED1 transcription in advanced ER+ breast cancer</b> (<i>ChIP-seq: siCDK12 binding peaks as detected using MACS2 in narrowPeak mode</i>)

description: We carried out ChIP-seq profiling of LY2 cells transfected with siRNA targeting CDK12 (siCDK12) and non-targeting control (siCtrl) for 48 hours followed by treatment with β-estradiol.Raw ChIPseq data files associated with this project will be made available through GEO.
DOI: 10.6084/m9.figshare.30618569
title: <b>Targeting CDK12 disrupts estrogen-receptor chromatin recruitment and ER-MED1 transcription in advanced ER+ breast cancer</b> (<i>RNA-seq: siCDK12 FPKM normalised counts for all samples</i>)

description: We carried out RNA-seq profiling of LY2 cells transfected with siRNA targeting CDK12 (siCDK12) and non-targeting control (siCtrl) for 48 hours.Raw RNAseq data files associated with this project are made available through GEO at:https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE309900
DOI: 10.6084/m9.figshare.30618569.v2
title: <b>Targeting CDK12 disrupts estrogen-receptor chromatin recruitment and ER-MED1 transcription in advanced ER+ breast cancer</b> (<i>RNA-seq: siCDK12 FPKM normalised counts for all samples</i>)

description: We carried out RNA-seq profiling of LY2 cells transfected with siRNA targeting CDK12 (siCDK12) and non-targeting control (siCtrl) for 48 hours.Raw RNAseq data files associated with this project will be made available through GEO.
DOI: 10.6084/m9.figshare.30618569.v3
title: <b>Targeting CDK12 disrupts estrogen-receptor chromatin recruitment and ER-MED1 transcription in advanced ER+ breast cancer</b> (<i>RNA-seq: siCDK12 FPKM normalised counts for all samples</i>)

description: We carried out RNA-seq profiling of LY2 cells transfected with siRNA targeting CDK12 (siCDK12) and non-targeting control (siCtrl) for 48 hours.Raw RNAseq data files associated with this project are made available through GEO at:https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE309900
DOI: 10.15468/dl.g62zsu
title: Occurrence Download

description: A dataset containing 31 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ascidiogyne sanchezvegae"
 ]
}

 The dataset includes 31 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038017-251025141854904/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/13758303
title: US Congress Members
DOI: 10.15468/dl.mfbs5u
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bishopanthus soliceps"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038018-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17625124
title: ZDC Lambda Simulation
DOI: 10.5281/zenodo.17625125
title: ZDC Lambda Simulation
DOI: 10.15468/dl.gjzswp
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Caxamarca sanchezii"
 ]
}

 The dataset includes 11 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038019-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/3hqbhw
title: BoardEx-DIME Crosswalk

description: This file is a crosswalk between BoardEx (https://wrds-www.wharton.upenn.edu/pages/about/data-vendors/boardex) and the Database on Ideology, Money in Politics, and Elections (DIME) (https://data.stanford.edu/dime). 

If you use the crosswalk, please cite: Steel, Reilly S. 2025. "The Political Transformation of Corporate America, 2001–2022." American Political Science Review.

The construction of the crosswalk is described in greater detail in the above paper, especially in the Online Appendix.

NB: There are two versions of the crosswalk here, linking to different versions of DIME (v3.1 and v4.0). Be mindful that you use the correct version. In the event that DIME is updated again, the crosswalk may need to be updated as well.
DOI: 10.15468/dl.gy4dnr
title: Occurrence Download

description: A dataset containing 2214 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-71.11576 42.32661,-71.11227 42.32661,-71.11227 42.33088,-71.11576 42.33088,-71.11576 42.32661))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Ardea herodias, Turdus migratorius, Cyanocitta cristata, Passer domesticus, Sylvilagus floridanus)",
 "Year 2020-2025"
 ]
}

 The dataset includes 2214 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038020-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p869s6
title: Occurrence Download

description: A dataset containing 22184 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sigmodon hispidus",
 "Year 1970-2020"
 ]
}

 The dataset includes 22184 records from 115 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038021-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.8u5yke
title: Occurrence Download

description: A dataset containing 25 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Chersodoma arequipensis"
 ]
}

 The dataset includes 25 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038022-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.epbgp3
title: Occurrence Download

description: A dataset containing 17 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dasyphyllum brevispinum"
 ]
}

 The dataset includes 17 records from 8 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038023-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/545ydd
title: How clinical exposure and service patterns shape medical students’ understanding of plastic and reconstructive surgery: a multicentre study from conflict-affected Syria

description: Question
How well do medical students in conflict-affected Syria understand the scope of plastic and reconstructive surgery, and what educational factors are associated with that understanding?

Findings
In this cross-sectional survey of 1,555 medical students at three Syrian medical schools, most correctly associated plastic surgery with aesthetic cases but underrecognized its reconstructive roles. Prior clinical exposure and targeted lectures were significantly associated with improved recognition in reconstructive and trauma-related scenarios.

Meaning
Clarifying the reconstructive scope of plastic surgery through structured teaching and supervised clinical exposure may enhance referral reasoning and strengthen the surgical workforce in conflict-affected health systems.
DOI: 10.15468/dl.h4wykz
title: Occurrence Download

description: A dataset containing 4 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dyssodia lopez-mirandae"
 ]
}

 The dataset includes 4 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038024-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17478141
title: Supporting Material for "An AI-assisted Vision-based Navigation Approach for Pinpoint Lunar Landing: Development, Validation and Testing"

description: This dataset contains the simulated landing trajectory of a lunar lander in addition to synthetic images collected by the onboard navigation camera. The materials support the study "An AI-assisted Vision-based Navigation Approach for Pinpoint Lunar Landing: Development, Validation and Testing".

The dataset contains the following files:



trajMCI.csv: spacecraft trajectory with respect to Moon-Centered Inertial (MCI) frame



image_acquisition.csv: image acquisition epoch (in seconds past J2000) and associated frame ID




camera.yaml: camera parameters




moon-viper-IMU100Hz-CAM1Hz-100x30km-Batch1.zip: 1st image batch (#1000-1999) + auxiliary info




moon-viper-IMU100Hz-CAM1Hz-100x30km-Batch2.zip: 2nd image batch (#2000-2999) + auxiliary info


moon-viper-IMU100Hz-CAM1Hz-100x30km-Batch3.zip: 3rd image batch (#3000-3963) + auxiliary info


Citation. S. Andolfo, M. El Awag, F. V. Buonomo, A. M. Gargiulo, L. Cavalieri & A. Genova (2025) "An AI-assisted Vision-based Navigation Approach for Pinpoint Lunar Landing: Development, Validation and Testing," 2025 AIAA/AAS Astrodynamics Specialist Conference, AAS 25-820, Boston, MA, USA.
DOI: 10.5281/zenodo.17478142
title: Supporting Material for "An AI-assisted Vision-based Navigation Approach for Pinpoint Lunar Landing: Development, Validation and Testing"

description: This dataset contains the simulated landing trajectory of a lunar lander in addition to synthetic images collected by the onboard navigation camera. The materials support the study "An AI-assisted Vision-based Navigation Approach for Pinpoint Lunar Landing: Development, Validation and Testing".

The dataset contains the following files:



trajMCI.csv: spacecraft trajectory with respect to Moon-Centered Inertial (MCI) frame



image_acquisition.csv: image acquisition epoch (in seconds past J2000) and associated frame ID




camera.yaml: camera parameters




moon-viper-IMU100Hz-CAM1Hz-100x30km-Batch1.zip: 1st image batch (#1000-1999) + auxiliary info




moon-viper-IMU100Hz-CAM1Hz-100x30km-Batch2.zip: 2nd image batch (#2000-2999) + auxiliary info


moon-viper-IMU100Hz-CAM1Hz-100x30km-Batch3.zip: 3rd image batch (#3000-3963) + auxiliary info


Citation. S. Andolfo, M. El Awag, F. V. Buonomo, A. M. Gargiulo, L. Cavalieri & A. Genova (2025) "An AI-assisted Vision-based Navigation Approach for Pinpoint Lunar Landing: Development, Validation and Testing," 2025 AIAA/AAS Astrodynamics Specialist Conference, AAS 25-820, Boston, MA, USA.
DOI: 10.15468/dl.nw7czk
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ferreyrella cuatrecasasii"
 ]
}

 The dataset includes 6 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038025-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.635acf
title: Occurrence Download

description: A dataset containing 40 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ferreyrella peruviana"
 ]
}

 The dataset includes 40 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038026-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gfxmvn
title: Occurrence Download

description: A dataset containing 128 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fulcaldea laurifolia"
 ]
}

 The dataset includes 128 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038027-251025141854904/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/13758412
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.ahhnax
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gynoxys dilloniana"
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038028-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.30483515.v12
title: Forvard step of Logic

description: Logic and more
DOI: 10.15468/dl.q9cxaj
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Helogyne hutchisonii"
 ]
}

 The dataset includes 14 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038031-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g724e7
title: Occurrence Download

description: A dataset containing 13709 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "Country is Bolivia (Plurinational State of)",
 "Geometry POLYGON((-61.24888 -19.59563,-58.62559 -19.59563,-58.62559 -18.31332,-61.24888 -18.31332,-61.24888 -19.59563))",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "Year 2000-2025"
 ]
}

 The dataset includes 13709 records from 67 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038030-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5517/ccdc.csd.cc2pzzj6
title: CCDC 2502429: Experimental Crystal Structure Determination

description: Related Article: Xiaojiao Liu|2025|CSD Communication|||
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.15468/dl.x4t7gx
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mikania filicifolia"
 ]
}

 The dataset includes 23 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038032-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7910/dvn/reghga
title: AMATC-LLM Augmented ArSarcasm-v2

description: This dataset contains synthetic Arabic tweets generated by the AMATC-LLM framework, an augmentation system developed on top of the original ArSarcasm-v2 corpus. The data were produced through a two-stage process that combines human conceptual abstraction with controlled large language model (LLM) generation to create context-rich and dialect-aware Arabic text. Each record includes a generated tweet labeled for sarcasm (TRUE or FALSE), sentiment (POS, NEG, or NEU), and dialect (magreb, egypt, levant, gulf, or msa). Only LLM-generated samples are included; the original ArSarcasm-v2 data are excluded to respect their license. This resource supports research in Arabic multi-task learning, sarcasm detection, sentiment analysis, and dialect identification, with a focus on low-resource and multi-dialect Arabic NLP.

Original dataset before adding our LLM augmentation data is available at:
https://github.com/iabufarha/ArSarcasm-v2
DOI: 10.13140/rg.2.2.10681.84323
title: Bifurcation diagram for Duffing cubic quintic oscillator
DOI: 10.25345/c5pg1j22d
title: MassIVE MSV000099924 - MPRINT clinical study - feces - mother-infant pairs ABX exposure
title: Fecal samples collected from mothers and their infants (United States). Mothers received antibiotics based on clinical indication or served as untreated controls. Untargeted LC-MS/MS acquisition was performed on a Vanquish ultra-high-performance liquid chromatography (UHPLC) system coupled to a QExactive Orbitrap (Thermo Scientific) mass spectrometer.
DOI: 10.15468/dl.4j5kkh
title: Occurrence Download

description: A dataset containing 20 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Onoseris chrysactinioides"
 ]
}

 The dataset includes 20 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0038033-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17485260
title: EscapeMap data