cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17075078
title: Quantum Entanglement-Enhanced Neural Networks: A Novel Framework for Provably Optimal Learning and Computation

description: The relentless pursuit of computational efficiency and the quest for theoretically guaranteed optimality in learning algorithms confront fundamental limitations within classical computing paradigms. Despite remarkable advancements in deep learning, challenges persist concerning scalability, interpretability, and the elusive attainment of provably optimal solutions for complex, often NP-hard, computational and mathematical problems. Here, we introduce Quantum Entanglement-Enhanced Neural Networks (QEENNs), a paradigm-shifting theoretical framework that fundamentally re-architects neural computation by embedding information and processing within the intrinsic properties of quantum entanglement. Unlike existing quantum neural network approaches that primarily leverage superposition and limited entanglement for accelerated linear algebra, QEENNs harness entanglement as the primary computational substrate, forming dynamic, reconfigurable entanglement channels between "Entangled Quantum Neurons" (EQNs). This novel approach promises to transcend the classical boundaries of information processing, enabling the direct encoding of complex correlations and facilitating the derivation of algorithms with provable optimality for previously intractable problems. We detail the conceptual architecture, learning mechanisms based on entanglement modulation, and delineate a rigorous mathematical framework for validating their computational superiority. Furthermore, we provide a strategic roadmap for their experimental realization and address critical ethical considerations. QEENNs represent a profound leap towards a new era of verifiable, powerful, and resource-efficient intelligent systems, poised to revolutionize fields ranging from drug discovery and materials science to secure AI and fundamental mathematics.```
DOI: 10.5281/zenodo.17075079
title: Quantum Entanglement-Enhanced Neural Networks: A Novel Framework for Provably Optimal Learning and Computation

description: The relentless pursuit of computational efficiency and the quest for theoretically guaranteed optimality in learning algorithms confront fundamental limitations within classical computing paradigms. Despite remarkable advancements in deep learning, challenges persist concerning scalability, interpretability, and the elusive attainment of provably optimal solutions for complex, often NP-hard, computational and mathematical problems. Here, we introduce Quantum Entanglement-Enhanced Neural Networks (QEENNs), a paradigm-shifting theoretical framework that fundamentally re-architects neural computation by embedding information and processing within the intrinsic properties of quantum entanglement. Unlike existing quantum neural network approaches that primarily leverage superposition and limited entanglement for accelerated linear algebra, QEENNs harness entanglement as the primary computational substrate, forming dynamic, reconfigurable entanglement channels between "Entangled Quantum Neurons" (EQNs). This novel approach promises to transcend the classical boundaries of information processing, enabling the direct encoding of complex correlations and facilitating the derivation of algorithms with provable optimality for previously intractable problems. We detail the conceptual architecture, learning mechanisms based on entanglement modulation, and delineate a rigorous mathematical framework for validating their computational superiority. Furthermore, we provide a strategic roadmap for their experimental realization and address critical ethical considerations. QEENNs represent a profound leap towards a new era of verifiable, powerful, and resource-efficient intelligent systems, poised to revolutionize fields ranging from drug discovery and materials science to secure AI and fundamental mathematics.```
DOI: 10.15468/dl.kmwn9y
title: Occurrence Download

description: A dataset containing 53831 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "Country is one of (Saint Vincent and the Grenadines, Grenada)"
 ]
}

 The dataset includes 53831 records from 432 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041525-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hjurpw
title: Occurrence Download

description: A dataset containing 828401 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Meliosma arnottiana, Meliosma cuneifolia cuneifolia, Meliosma cuneifolia glabriuscula, Meliosma dilleniifolia, Meliosma dumicola, Meliosma pinnata, Meliosma rhoifolia, Meliosma simplicifolia, Meliosma thomsonii, Meliosma yunnanensis, Melissa axillaris, Melissa flava, Melissa officinalis, Melissa yunnanensis, Melocalamus elevatissimus, Melocanna baccifera, Melodinus cochinchinensis, Melodorum bicolor, Memecylon caeruleum, Memecylon celastrinum, Mentha arvensis, Mentha asiatica, Mentha canadensis, Mentha longifolia, Mentha royleana, Menyanthes trifoliata, Mercurialis leiocarpa, Meriandra strobilifera, Merremia emarginata, Merremia gemella, Merremia hederacea, Merremia hirta, Merremia kingii, Merremia poranoides, Merremia sibirica sibirica, Merremia vitifolia, Merrilliopanax alpinus, Merrilliopanax listeri, Mertensia racemosa, Mesua assamica, Mesua ferrea, Meyna laxiflora, Meyna pubescens, Meyna spinosa, Michelia champaca, Michelia doltsopa, Michelia floribunda, Michelia kisopa)"
 ]
}

 The dataset includes 828401 records from 2644 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0041504-250827131500795/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sj8nx4
title: Occurrence Download

description: A dataset containing 11 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyperus mauretaniensis Väre & Kukkonen"
 ]
}

 The dataset includes 11 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0157924-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kdbgxn
title: Occurrence Download

description: A dataset containing 123 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Amblypharyngodon mola (Hamilton, 1822)"
 ]
}

 The dataset includes 123 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004797-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e2trgr
title: Occurrence Download

description: A dataset containing 2312 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Netherlands",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Anthocharis cardamines (Linnaeus, 1758)",
 "Year 1970-2000"
 ]
}

 The dataset includes 2312 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051280-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ftz63t
title: Occurrence Download

description: A dataset containing 19 species occurrences available in GBIF matching the query:
{
 "and" : [
 "CoordinateUncertaintyInMeters 0.0-1000.0",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Pseudemys concinna suwanniensis Carr, 1937"
 ]
}

 The dataset includes 19 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0157931-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zka6s6
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Salvia campicola Briq."
 ]
}

 The dataset includes 28 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0195293-240321170329656/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hnterr
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Asclepias crocea Woodson"
 ]
}

 The dataset includes 12 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004797-171113114016250/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jcwih6
title: Occurrence Download

description: A dataset containing 567 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Material sample",
 "BasisOfRecord is Specimen"
 ]
 },
 {
 "or" : [
 "Issue is Coordinate rounded",
 "Issue is Geodetic datum assumed WGS84"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Drosera arcturi Hook.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 567 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003380-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2tzamr
title: Occurrence Download

description: A dataset containing 21753 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-69.48855 -18.48196,-70.7571 -18.70881,-70.64939 -19.92849,-69.38084 -19.84972,-69.48855 -18.48196))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 21753 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0157922-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.t6f4nn
title: Occurrence Download

description: A dataset containing 1422070 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Hymenoptera",
 {
 "or" : [
 "Country is United States of America",
 "Country is Canada"
 ]
 },
 "HasGeospatialIssue is false",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1422070 records from 78 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004798-150528172251762/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hp8c53
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "TaxonKey is Gymnocoronis spilanthoides DC.",
 "Year 2000-2021"
 ]
}

 The dataset includes 12 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062453-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h7ae0t
title: Occurrence Download

description: A dataset containing 1293 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Abies pinsapo Boiss."
 ]
}

 The dataset includes 1293 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004798-150922153815467/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b26urh
title: Occurrence Download

description: A dataset containing 577 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Biodiversidad de fauna y flora en el área de desarrollo bloque Arrendajo en Paz de Ariporo, Casanare"
 ]
}

 The dataset includes 577 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0042182-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.h2f96u
title: Occurrence Download

description: A dataset containing 6509 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Callisaurus draconoides Blainville, 1835",
 "HasCoordinate is True",
 "Country is United States of America",
 "Year is greater than or equal to 1960",
 "Year is less than or equal to 2020",
 "Month is greater than or equal to January",
 "Month is less than or equal to December",
 "HasGeospatialIssue is False",
 "DecimalLatitude is greater than or equal to 24.5",
 "DecimalLatitude is less than or equal to 49.5",
 "DecimalLongitude is greater than or equal to -125.0",
 "DecimalLongitude is less than or equal to -66.5"
 ]
}

 The dataset includes 6509 records from 35 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0109719-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ptc738
title: Occurrence Download

description: A dataset containing 2689 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Bothrops jararaca (Wied-Neuwied, 1824)"
 ]
}

 The dataset includes 2689 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0158005-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.g6wu3f
title: Occurrence Download

description: A dataset containing 95 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ctenomys fulvus Philippi, 1860"
 ]
}

 The dataset includes 95 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004798-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n8swbz
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Human Observation",
 "BasisOfRecord is Specimen"
 ]
 },
 {
 "or" : [
 "Issue is Coordinate rounded",
 "Issue is Geodetic datum assumed WGS84"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Drosera chimaera Gonella & Rivadavia",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 12 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003393-191105090559680/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dmuzf1
title: Occurrence Download

description: A dataset containing 21 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Erianthus arundinaceus Jeswiet ex K.Heyne"
 ]
}

 The dataset includes 21 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004798-170627171947987/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vgajqz
title: Occurrence Download

description: A dataset containing 2149 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Bothrops jararaca (Wied-Neuwied, 1824)"
 ]
}

 The dataset includes 2149 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0157953-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a9prgk
title: Occurrence Download

description: A dataset containing 191 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is South Africa",
 "OccurrenceStatus is Present",
 "TaxonKey is Canna indica L."
 ]
}

 The dataset includes 191 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051287-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3baqh8
title: Occurrence Download

description: A dataset containing 197 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyperus ×mesochorus Geise"
 ]
}

 The dataset includes 197 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0157946-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.suibod
title: Occurrence Download

description: A dataset containing 22 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Colombia",
 "TaxonKey is Marmosa xerophila Handley & Gordon, 1979"
 ]
}

 The dataset includes 22 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004798-170826194755519/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hz92mp
title: Occurrence Download

description: A dataset containing 735582 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "TaxonKey is Garrulus glandarius (Linnaeus, 1758)"
 ]
}

 The dataset includes 735582 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0196596-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mqhpkp
title: Occurrence Download

description: A dataset containing 30 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Brazil",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Rhinella fernandezae (Gallardo, 1957)"
 ]
}

 The dataset includes 30 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0157948-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dwo2dh
title: Occurrence Download

description: A dataset containing 1293 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Abies pinsapo Boiss."
 ]
}

 The dataset includes 1293 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004799-150922153815467/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ajmbg8
title: Occurrence Download

description: A dataset containing 2149 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Specimen, Material citation)",
 "TaxonKey is Bothrops jararaca (Wied-Neuwied, 1824)"
 ]
}

 The dataset includes 2149 records from 52 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0157967-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zcndqp
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 2015",
 "Month is greater than or equal to January",
 "Country is Australia",
 "TaxonKey is Rodentia"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004799-151016162008034/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.0m3qli
title: Occurrence Download

description: A dataset containing 54 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trisetum rosei Scribn. & Merr.",
 {
 "or" : [
 "Country is United States of America",
 "Country is Mexico"
 ]
 }
 ]
}

 The dataset includes 54 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004799-160509122628363/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3ytb53
title: Occurrence Download

description: A dataset containing 1095 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cyperus meyenianus Kunth"
 ]
}

 The dataset includes 1095 records from 138 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0157947-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rtpqn9
title: Occurrence Download

description: A dataset containing 837 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((30.37926 59.9092,30.46825 59.9092,30.46825 59.94389,30.37926 59.94389,30.37926 59.9092))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 837 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0078843-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fkxs2n
title: Occurrence Download

description: A dataset containing 12889 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Antennariidae"
 ]
}

 The dataset includes 12889 records from 119 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004799-160623103540712/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w42rfu
title: Occurrence Download

description: A dataset containing 451 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is Colección de Lycophyta, Monilophyta, Gimnospermas y Angiospermas Monocotiledóneas del Herbario MDQ de Plantas Vasculares del Instituto de Investigaciones Marinas y Costeras (IIMyC, UNMdP-CONICET/FCEyN).",
 "Country is Argentina"
 ]
}

 The dataset includes 451 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0157949-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yeybq3
title: Occurrence Download

description: A dataset containing 43 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((86.96777 48.12012,134.25293 48.12012,134.25293 74.22363,86.96777 74.22363,86.96777 48.12012))",
 "TaxonKey is Oxytropis candicans (Pall.) DC."
 ]
}

 The dataset includes 43 records from 6 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0081017-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.