cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.3vyf59
title: Occurrence Download

description: A dataset containing 300 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Conus monile Hwass, 1792"
 ]
}

 The dataset includes 300 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0083694-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15144320
title: Table 2 in The Oriental genera of Xyloperthini (Coleoptera: Bostrichidae: Bostrichinae), with a new genus and species from Thailand, and a key to the genera

description: Table 2 (continued).
GenusCharacte rXylocis Lesne, 1901Xylodectes Lesne, 1901 (X. ornatus Lesne, 1897)*Xylodrypta Lesne, 1901Xylophorous Lesne, 1906 (based on description by Lense)Xylopsocus Lesne, 1901 (10/17)**Xylothrips Lesne, 1901 (X. flavipes (Illiger, 1801)) *No. of antennal segments10101099/1010Sensory impressions on clubDense sensory hairs along anterior margin on 1st and 2nd antennomeres of clubIndistinct two zones of sensory hairs at anterior margin on 1st and 2nd antennomeres of clubDense sensory hairs along anterior margin on 1st and 2nd antennomeres of clubDense sensory hairs along anterior margin on 1st and 2nd antennomeres of clubIndistinctXClypeus armed on sidesXXVXVVLong hairs on fronsXXVXXVLateral carinae of pronotumXXXXVVPleural piecesVXVVXVShape of disc of elytral declivityMale: concave evenly Female: convexSlightly convexSlightly convexFlattenFlatten / Slightly convexSlightly convexMale: entire with one pair of tiny tips atSculpture of apical margin declivityofupper margin. Female: entire with one pair of distinct tubercle at the apex.Entire with tiny v-shaped emargination at apex.EntireEntire.Entire with slightly rised apex.Entire with tiny v-shaped emargination at apex.Modified ventrites of female abdomen5th ventrite broadly emarginate posteriorlyXX(can’t examined)XConvex in middle of posterior marginProtibiaExpanded from base to apex, external face flattenExpanded from base to apex, external face flattenExpanded from base to apex, external face weakly convexExpanded from base to apex, external face groovedExpanded from base to apex, external face weakly groovedExpanded from base to apex, external face groovedDistributionIndia, Sri Lanka, Laos, Hong Kong, TaiwanTaiwan, Philippines, Indonesia, Vietnam, Laos, IndiaIndia and ThailandSri LankaSoutheast AsiaSoutheast Asia
description: Published as part of Liu, Lan-Yu & Sittichaya, Wisut, 2022, The Oriental genera of Xyloperthini (Coleoptera: Bostrichidae: Bostrichinae), with a new genus and species from Thailand, and a key to the genera, pp. 57 in European Journal of Taxonomy 828 on page 57, DOI: 10.5852/ejt.2022.828.1851, http://zenodo.org/record/6811512
DOI: 10.5281/zenodo.15144321
title: Table 2 in The Oriental genera of Xyloperthini (Coleoptera: Bostrichidae: Bostrichinae), with a new genus and species from Thailand, and a key to the genera

description: Table 2 (continued).
GenusCharacte rXylocis Lesne, 1901Xylodectes Lesne, 1901 (X. ornatus Lesne, 1897)*Xylodrypta Lesne, 1901Xylophorous Lesne, 1906 (based on description by Lense)Xylopsocus Lesne, 1901 (10/17)**Xylothrips Lesne, 1901 (X. flavipes (Illiger, 1801)) *No. of antennal segments10101099/1010Sensory impressions on clubDense sensory hairs along anterior margin on 1st and 2nd antennomeres of clubIndistinct two zones of sensory hairs at anterior margin on 1st and 2nd antennomeres of clubDense sensory hairs along anterior margin on 1st and 2nd antennomeres of clubDense sensory hairs along anterior margin on 1st and 2nd antennomeres of clubIndistinctXClypeus armed on sidesXXVXVVLong hairs on fronsXXVXXVLateral carinae of pronotumXXXXVVPleural piecesVXVVXVShape of disc of elytral declivityMale: concave evenly Female: convexSlightly convexSlightly convexFlattenFlatten / Slightly convexSlightly convexMale: entire with one pair of tiny tips atSculpture of apical margin declivityofupper margin. Female: entire with one pair of distinct tubercle at the apex.Entire with tiny v-shaped emargination at apex.EntireEntire.Entire with slightly rised apex.Entire with tiny v-shaped emargination at apex.Modified ventrites of female abdomen5th ventrite broadly emarginate posteriorlyXX(can’t examined)XConvex in middle of posterior marginProtibiaExpanded from base to apex, external face flattenExpanded from base to apex, external face flattenExpanded from base to apex, external face weakly convexExpanded from base to apex, external face groovedExpanded from base to apex, external face weakly groovedExpanded from base to apex, external face groovedDistributionIndia, Sri Lanka, Laos, Hong Kong, TaiwanTaiwan, Philippines, Indonesia, Vietnam, Laos, IndiaIndia and ThailandSri LankaSoutheast AsiaSoutheast Asia
description: Published as part of Liu, Lan-Yu & Sittichaya, Wisut, 2022, The Oriental genera of Xyloperthini (Coleoptera: Bostrichidae: Bostrichinae), with a new genus and species from Thailand, and a key to the genera, pp. 57 in European Journal of Taxonomy 828 on page 57, DOI: 10.5852/ejt.2022.828.1851, http://zenodo.org/record/6811512
DOI: 10.15468/dl.hyd8y3
title: Occurrence Download

description: A dataset containing 16 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Selenaspidus articulatus (Morgan, 1889)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 16 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005845-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15144324
title: Table 3 in The Oriental genera of Xyloperthini (Coleoptera: Bostrichidae: Bostrichinae), with a new genus and species from Thailand, and a key to the genera

description: Table 3. Faunal elements of Xyloperthini Lesne, 1921 (see Discussion for further explanation).
Faunal Element sNumber of generaGeneric listOriental12Calonistes Lesne, 1936, Infrantenna n. g., Octodesmus Lesne, 1901, Octomeristes Liu & Beaver, 2016, Paraxylion Lesne, 1941, Psicula Lesne, 1941, Xylocis Lesne, 1901, Xylodectes Lesne, 1901, Xylodrypta Lesne, 1901, Xylophourus Lesne, 1906, Xylopsocus Lesne, 1901, Xylothrips Lesne, 1901African9Amintinus Anonymous, 1939, Enneadesmus Mulsant, 1851, Plioxylion Vrydagh, 1955, Scobicia Lesne, 1901, Xylion Lesne, 1901, Xylionopsis Lesne, 1937, Xylionulus Lesne, 1901, Xyloperthella Fisher, 1950, Xylopsocus Lesne, 1901Neotrop- ical8Ctenobostrychus Reichardt, 1962, Dendrobiella Casey, 1898, Sifidius Borowski & Węgrzynowicz, 2007, Tetrapriocera Horn, 1878, Xylobiops Casey, 1898, Xyloblaptus Lesne, 1901, Xylomeira Lesne, 1901, Xyloprista Lesne, 1901Australian & Ocea- nian8Mesoxylion Vrydagh, 1955, Xylobosca Lesne, 1901, Xylodectes Lesne, 1901, Xylodeleis Lesne, 1901, Xylogenes Lesne, 1901, Xylopsocus Lesne, 1901, Xylothrips Lesne, 1901, Xylotillus Lesne, 1901Palearctic8Calophagus Lesne, 1902, Enneadesmus Mulsant, 1851, Gracilenta Zhang, Meng & Beaver, 2022, Scobicia Lesne, 1901, Xylogenes Lesne, 1901, Xylopertha Guérin- Méneville, 1845, Xylopsocus Lesne, 1901, Xylothrips Lesne, 1901Nearctic2Dendrobiella Casey, 1898, Scobicia Lesne, 1901
description: Published as part of Liu, Lan-Yu & Sittichaya, Wisut, 2022, The Oriental genera of Xyloperthini (Coleoptera: Bostrichidae: Bostrichinae), with a new genus and species from Thailand, and a key to the genera, pp. 58 in European Journal of Taxonomy 828 on page 58, DOI: 10.5852/ejt.2022.828.1851, http://zenodo.org/record/6811512
DOI: 10.5281/zenodo.15144325
title: Table 3 in The Oriental genera of Xyloperthini (Coleoptera: Bostrichidae: Bostrichinae), with a new genus and species from Thailand, and a key to the genera

description: Table 3. Faunal elements of Xyloperthini Lesne, 1921 (see Discussion for further explanation).
Faunal Element sNumber of generaGeneric listOriental12Calonistes Lesne, 1936, Infrantenna n. g., Octodesmus Lesne, 1901, Octomeristes Liu & Beaver, 2016, Paraxylion Lesne, 1941, Psicula Lesne, 1941, Xylocis Lesne, 1901, Xylodectes Lesne, 1901, Xylodrypta Lesne, 1901, Xylophourus Lesne, 1906, Xylopsocus Lesne, 1901, Xylothrips Lesne, 1901African9Amintinus Anonymous, 1939, Enneadesmus Mulsant, 1851, Plioxylion Vrydagh, 1955, Scobicia Lesne, 1901, Xylion Lesne, 1901, Xylionopsis Lesne, 1937, Xylionulus Lesne, 1901, Xyloperthella Fisher, 1950, Xylopsocus Lesne, 1901Neotrop- ical8Ctenobostrychus Reichardt, 1962, Dendrobiella Casey, 1898, Sifidius Borowski & Węgrzynowicz, 2007, Tetrapriocera Horn, 1878, Xylobiops Casey, 1898, Xyloblaptus Lesne, 1901, Xylomeira Lesne, 1901, Xyloprista Lesne, 1901Australian & Ocea- nian8Mesoxylion Vrydagh, 1955, Xylobosca Lesne, 1901, Xylodectes Lesne, 1901, Xylodeleis Lesne, 1901, Xylogenes Lesne, 1901, Xylopsocus Lesne, 1901, Xylothrips Lesne, 1901, Xylotillus Lesne, 1901Palearctic8Calophagus Lesne, 1902, Enneadesmus Mulsant, 1851, Gracilenta Zhang, Meng & Beaver, 2022, Scobicia Lesne, 1901, Xylogenes Lesne, 1901, Xylopertha Guérin- Méneville, 1845, Xylopsocus Lesne, 1901, Xylothrips Lesne, 1901Nearctic2Dendrobiella Casey, 1898, Scobicia Lesne, 1901
description: Published as part of Liu, Lan-Yu & Sittichaya, Wisut, 2022, The Oriental genera of Xyloperthini (Coleoptera: Bostrichidae: Bostrichinae), with a new genus and species from Thailand, and a key to the genera, pp. 58 in European Journal of Taxonomy 828 on page 58, DOI: 10.5852/ejt.2022.828.1851, http://zenodo.org/record/6811512
DOI: 10.15468/dl.ynxchq
title: Occurrence Download

description: A dataset containing 217 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Halictus tectus Radoszkowski, 1875",
 "HasCoordinate is true"
 ]
}

 The dataset includes 217 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005846-250402121839773/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15152033
title: BIBLIОGRAPHY ОF THE WОRKS ОF ABU NASR FОRABI IN UZBEKISTAN: NEW ANALYSES AND RESEARCH
DOI: 10.5281/zenodo.15152034
title: BIBLIОGRAPHY ОF THE WОRKS ОF ABU NASR FОRABI IN UZBEKISTAN: NEW ANALYSES AND RESEARCH
DOI: 10.25549/inscriptifact-ouc112033729
title: Cuneiform Tablet 1913.14.1673, Spurlock 1913.14.1673

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.1673; CDLI P421524 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Light Brown (5YR 6.5/4) Dark Gray (N 3.75/ 10.4% R) ❧ [Physical Object Note:] 5.9 x 4.3 x 2.6 cm (60 g)
DOI: 10.15468/dl.7s7wfr
title: Occurrence Download

description: A dataset containing 749 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "Geometry POLYGON((-105.76315 23.62816,-105.72641 23.62782,-105.70272 23.62679,-105.68762 23.65356,-105.70169 23.6618,-105.71234 23.70094,-105.73199 23.70489,-105.73731 23.6788,-105.75894 23.66146,-105.76315 23.62816))",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 749 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0197370-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9uc8b9
title: Occurrence Download

description: A dataset containing 1070193 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Corvus frugilegus Linnaeus, 1758"
 ]
}

 The dataset includes 1070193 records from 1546 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0257794-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2ng65g
title: Occurrence Download

description: A dataset containing 81 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Material sample, Specimen, Occurrence evidence)",
 "Country is Spain",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Lupinus micranthus Guss."
 ]
}

 The dataset includes 81 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0227233-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112033770
title: Cuneiform Tablet 1913.14.1673, Spurlock 1913.14.1673

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.1673; CDLI P421524 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Light Brown (5YR 6.5/4) Dark Gray (N 3.75/ 10.4% R) ❧ [Physical Object Note:] 5.9 x 4.3 x 2.6 cm (60 g)
DOI: 10.15468/dl.pjcmws
title: Occurrence Download

description: A dataset containing 336 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Thamnophis sirtalis tetrataenia (Cope In Yarrow, 1875)"
 ]
}

 The dataset includes 336 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0218116-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rmnyzh
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Parasteatoda corrugata Yoshida, 2016",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0222542-220831081235567/datasets/export for details.
DOI: 10.15468/dl.f9w58n
title: Occurrence Download

description: A dataset containing 2737 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phytophthora cinnamomi Rands"
 ]
}

 The dataset includes 2737 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002905-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cg5um7
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "TaxonKey is Haloechinothrix aidingensis"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0014306-250402121839773/datasets/export for details.
DOI: 10.57702/vr3bqri4
title: MovieLensL-1m

description: MovieLensL-1m is synthesized from MovieLens-1m which is representative benchmark dataset for sequential recommendation.
DOI: 10.57702/5rjppc6p
title: Deep Learning Hamiltonian Monte Carlo

description: The dataset is used for simulating lattice gauge theories, specifically 2D U(1) gauge theory, and evaluating the efficiency of the Deep Learning Hamiltonian Monte Carlo algorithm.
DOI: 10.57702/ktozst6z
title: Deutsches Textarchiv

description: A diachronic corpus of German.
DOI: 10.57702/1q4lngfl
title: A Theoretical Perspective on Hyperdimensional Computing

description: Hyperdimensional computing is a set of neurally inspired methods for obtaining high-dimensional, low-precision, distributed representations of data.
DOI: 10.57702/k2zdfzjv
title: TSP

description: TSP is a dataset aimed at training models for solving the Travelling Salesman Problem as a binary edge classification task.
DOI: 10.57702/7hddck40
title: AFLW2000

description: AFLW2000 dataset has 2000 images from AFLW dataset. It has 3D faces with 68 landmarks corresponding to those faces.
DOI: 10.57702/qbwpwbie
title: Concept Embedding for Information Retrieval

description: Conceptual indexing includes the process of annotating raw text by concepts of a particular knowledge source. It is used to represent the content of documents and queries by more informative terms, namely concepts rather than words.
DOI: 10.57702/idq21jvr
title: CLIC image dataset

description: The CLIC image dataset is a collection of images used for testing image compression algorithms.
DOI: 10.15468/dl.5dd7tq
title: Occurrence Download

description: A dataset containing 183 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Mayna pubescens"
 ]
}

 The dataset includes 183 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0079913-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/wbtzey0b
title: MixedWM38

description: A mixed-type wafermap defect dataset for surface-defect detection.
DOI: 10.57702/18tbwjto
title: NMRShiftDB2

description: The dataset used for training and validation of the proposed model for predicting 2D NMR spectra, specifically HSQC spectra.
DOI: 10.57702/ksf48a3i
title: SCORE-BASED DIFFUSION MODELS FOR PHOTOACOUSTIC TOMOGRAPHY IMAGE RECONSTRUCTION

description: Photoacoustic tomography (PAT) is a rapidly-evolving med-ical imaging modality that combines optical absorption contrast with ultrasound imaging depth. One challenge in PAT is image reconstruction with inadequate acoustic signals due to limited sensor coverage or due to the density of the transducer array.
DOI: 10.57702/i14drwd0
title: USGS Landslide Inventory

description: USGS Landslide Inventory dataset annotated by experts after Hurricane María in Puerto Rico.
DOI: 10.15468/dl.fs7jsn
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008989-160311141623029/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gjrx8i
title: Occurrence Download

description: A dataset containing 159359431 species occurrences available in GBIF matching the query:
{
 "BasisOfRecord" : [
 "is Specimen"
 ]
}

 The dataset includes 159359431 records from 11041 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019044-190621201848488/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6jqpp8
title: Occurrence Download

description: A dataset containing 15925034 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Observation",
 "BasisOfRecord is Machine Observation",
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Literature Occurrence",
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Unknown evidence"
 ]
 },
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Nymphalidae"
 ]
}

 The dataset includes 15925034 records from 1889 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0241930-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7qgb3k
title: Occurrence Download

description: A dataset containing 369580 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Belgium",
 "TaxonKey is one of (Aponogeton distachyos, Arthurdendyus triangulatus, Cabomba caroliniana, Callosciurus finlaysonii, Cherax destructor, Corvus splendens, Crassula helmsii, Elodea densa, Eriocheir sinensis, Erythranthe guttata, Faxonius immunis, Faxonius juvenilis, Faxonius rusticus, Faxonius virilis, Gambusia affinis, Heracleum mantegazzianum, Heracleum persicum, Heracleum pubescens, Houttuynia cordata, , Impatiens glandulifera, Koenigia polystachya, Lagarosiphon major, Lepomis gibbosus, Limnoperna fortunei, Ludwigia grandiflora, Ludwigia peploides, Lysichiton americanus, Morone americana, Muntiacus reevesi, Myriophyllum aquaticum, Myriophyllum heterophyllum, Pacifastacus leniusculus, Petasites japonicus, Pontederia cordata, Procambarus acutus, Procambarus clarkii, Procambarus virginalis, Pseudorasbora parva, Pycnonotus cafer, Saururus cernuus, Sciurus carolinensis, Sciurus niger, Solenopsis invicta, Solenopsis richteri, Threskiornis aethiopicus, Vespa velutina, Zizania latifolia)",
 "OccurrenceStatus is Present",
 "Year is greater than or equal to 2000"
 ]
}

 The dataset includes 369580 records from 88 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0080531-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17870129
title: Computational Modeling and Simulation of a Conceptual Multi-Stage Protocol Integrating Nanoparticle Plaque Dissolution with Stem Cell Regeneration and Chelation Maintenance

description: Atherosclerosis remains a leading global cause of cardiovascular morbidity and mortality, characterized by the accumulation of lipid plaques, fibrous deposits, and calcifications within arterial walls. This manuscript introduces a groundbreaking, multi-stage conceptual protocol for vascular cleaning, integrating nanoparticle-mediated targeted dissolution of plaques, mesenchymal stem cell (MSC) infusion for endothelial regeneration, and EDTA chelation for residual metallic impurity removal. The protocol is unprecedented in its phased synergy, ensuring safety and efficacy through precise spatiotemporal control. This is a purely hypothesis-generating framework; no clinical claims are made. A rigorous mathematical framework, comprising partial differential equations (PDEs) for lipid diffusion and ordinary differential equations (ODEs) for cellular dynamics, underpins the model. Simulations via Python-based numerical solvers (SciPy) demonstrate plausible plaque reduction by up to 76% within 30 days under idealized conditions, calibrated against real-world lipid accumulation data from the Framingham Heart Study. Advanced sensitivity analysis via Monte Carlo methods, Bayesian inference for parameter estimation, uncertainty quantification using Markov Chain Monte Carlo (MCMC)-inspired sampling, parameter identifiability analysis via profile likelihood, and falsifiability criteria via Popperian hypothesis testing are incorporated. Quantitative statistics reveal a 95% credible interval for simulated efficacy of [0.62, 0.84]. The framework is self-contained, theoretically robust, and designed to guide empirical validation. Integration of artificial intelligence (AI) for patient-specific modeling enhances its translational potential. This conceptual advance, supported by high-fidelity TikZ schematics and PGFPlots visualizations, offers a paradigm for preventive cardiology hypothesis testing, poised to serve as a foundational reference for future interdisciplinary research.