cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17924202
title: Conceptual Validation and Analytical Status of Prediction 4 (P4): The Fine-Structure-Constant Correction to Spacetime Geometry

description: This article evaluates the theoretical status and reliability of Prediction 4 (P4): The Electromagnetic Correction within the unified framework of the TAGC-LQG-RG theory. P4 posits the necessity of a non-perturbative correction to the emergent classical spacetime metric ($g_{\mu\nu}$), quantified by the fine-structure constant ($\alpha \approx 1/137$) and dependent on the electromagnetic field ($A_{\mu}$).

We demonstrate that P4 is not an independent postulate, but a necessary and rigorous consequence derived directly from Axioms 2.7 (Fundamental Electromagnetic Coupling) and 2.8 (Electro-Gravitational Geometry) of the theory. This axiomatic derivation successfully completes the conceptual validation of P4, firmly establishing its high theoretical reliability and confirming the fundamental role of the electromagnetic vacuum (quantified by $\alpha$) in setting the geometric structure of spacetime upon emergence.

While the conceptual justification is complete, we clarify the analytical status: the explicit mathematical derivation of the correction function $F(\alpha, A_{\mu})$ (where $g_{\mu\nu}=F(\alpha,A_{\mu})\cdot g_{\mu\nu}^{LQG}$) remains the primary focused objective for future work. This contribution formalizes the theoretical grounding for the electromagnetic footprint on gravitational geometry, transitioning P4 from a theoretical assertion to a derived necessity within the information-theoretic framework.
DOI: 10.5281/zenodo.17924203
title: Conceptual Validation and Analytical Status of Prediction 4 (P4): The Fine-Structure-Constant Correction to Spacetime Geometry

description: This article evaluates the theoretical status and reliability of Prediction 4 (P4): The Electromagnetic Correction within the unified framework of the TAGC-LQG-RG theory. P4 posits the necessity of a non-perturbative correction to the emergent classical spacetime metric ($g_{\mu\nu}$), quantified by the fine-structure constant ($\alpha \approx 1/137$) and dependent on the electromagnetic field ($A_{\mu}$).

We demonstrate that P4 is not an independent postulate, but a necessary and rigorous consequence derived directly from Axioms 2.7 (Fundamental Electromagnetic Coupling) and 2.8 (Electro-Gravitational Geometry) of the theory. This axiomatic derivation successfully completes the conceptual validation of P4, firmly establishing its high theoretical reliability and confirming the fundamental role of the electromagnetic vacuum (quantified by $\alpha$) in setting the geometric structure of spacetime upon emergence.

While the conceptual justification is complete, we clarify the analytical status: the explicit mathematical derivation of the correction function $F(\alpha, A_{\mu})$ (where $g_{\mu\nu}=F(\alpha,A_{\mu})\cdot g_{\mu\nu}^{LQG}$) remains the primary focused objective for future work. This contribution formalizes the theoretical grounding for the electromagnetic footprint on gravitational geometry, transitioning P4 from a theoretical assertion to a derived necessity within the information-theoretic framework.
DOI: 10.5281/zenodo.17924184
title: Profil/audience/ceo
DOI: 10.5281/zenodo.17924183
title: Profil/audience/ceo
DOI: 10.15468/dl.e8rnhs
title: Occurrence Download

description: A dataset containing 13134 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-75.28969 2.42291,-75.20122 2.35595,-74.88842 2.54318,-74.81023 2.68196,-74.61969 2.9573,-74.42364 3.21723,-74.40932 3.33728,-74.46329 3.40336,-74.56902 3.38794,-74.66815 3.40336,-74.68167 3.2969,-74.72462 3.21209,-74.78961 3.16363,-74.85789 3.06781,-74.90415 3.01605,-74.9482 2.91802,-75.05063 2.77374,-75.23573 2.53965,-75.28969 2.42291))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 13134 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051493-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.knwcn9
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is ITA.15_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Dryopteris filix-mas"
 ]
}

 The dataset includes 5 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051494-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17924222
title: AI-Integrated Framework for Cost Reduction in Petroleum Extraction and Refining: A Bayesian-Enhanced Model with Sensitivity Analysis and GPU Acceleration

description: This manuscript presents a comprehensive AI-integrated conceptual framework designed to achieve substantial reductions in operational costs associated with petroleum extraction and refining through optimized enhanced oil recovery (EOR) strategies. As a proof-of-concept using a simplified Darcy-based surrogate model, numerical simulations project up to 32% cost savings in benchmark scenarios, corroborated by literature indicating potentials of 40--50% in targeted applications \citep{bcg2022real,imubit2025efficiency}. The framework synergistically combines advanced machine learning (ML) algorithms, including deep reinforcement learning (DRL), with Bayesian inference for rigorous uncertainty quantification (UQ) and global sensitivity analysis. It assimilates real-time reservoir telemetry data with predictive analytics to identify and mitigate inefficiencies in fluid dynamics and process workflows, incorporating physics-informed linkages between upstream EOR injection and downstream crude quality (e.g., API gravity enhancements via CO\( _2 \) swelling and viscosity reduction). Core mathematical foundations include stochastic differential equations (SDEs) governing multiphase flow and variational optimization techniques employing stochastic gradient descent (SGD). Replicable Python-based simulations, augmented by Markov Chain Monte Carlo (MCMC) sampling via Hamiltonian Monte Carlo (HMC), validate the projected cost mitigations across diverse heterogeneous geological models, with parameters calibrated from techno-economic assessments (e.g., operational costs $\sim$60 USD/bbl). Model falsifiability is rigorously established through direct comparisons with established Society of Petroleum Engineers (SPE) benchmarks, such as the Comparative Solution Project 11 (CSP11) for CO\( _2 \)-EOR \citep{christie2001tenth}, and discussions of historical matching and failure modes. Bayesian posterior distributions provide probabilistic insights into parameter sensitivities, highlighting critical thresholds (e.g., porosity \( \phi > 0.18 \) for economic viability). This self-contained conceptual framework advances the frontiers of petroleum engineering by offering a scalable, empirically verifiable paradigm for sustainable and economically efficient hydrocarbon extraction and processing, with prospective GPU-accelerated implementations and hybrid variational inference to address HMC's computational complexity (O(L d) per sample) within optimization loops.
DOI: 10.6084/m9.figshare.30878036
title: Simulated and Real Data

description: Simulated and real data to test metric.
DOI: 10.6084/m9.figshare.30878036.v1
title: Simulated and Real Data

description: Simulated and real data to test metric.
DOI: 10.15468/dl.fbxukd
title: Occurrence Download

description: A dataset containing 370 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Portugal",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Hydrangea macrophylla",
 "Year 2023-2025"
 ]
}

 The dataset includes 370 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051495-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17902537
title: Liver fatty acid of Nellore cattle from different rearing system in Eastern Amazon, Pará, Brazil
DOI: 10.5281/zenodo.17902538
title: Liver fatty acid of Nellore cattle from different rearing system in Eastern Amazon, Pará, Brazil
DOI: 10.15468/dl.5z4sz7
title: Occurrence Download

description: A dataset containing 8391 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Germany",
 "OccurrenceStatus is Present",
 "TaxonKey is Haliaeetus albicilla",
 "Year 2024-2025"
 ]
}

 The dataset includes 8391 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051496-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.gv3q7r
title: Occurrence Download

description: A dataset containing 518018 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-5.41959 36.31785,-4.98923 36.31785,-4.98923 36.67894,-5.41959 36.67894,-5.41959 36.31785))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 518018 records from 247 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051491-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17924224
title: Pattern Analysis and Machine Learning Prediction of Chesapeake Bay Plume Dynamic
DOI: 10.5281/zenodo.17924223
title: Pattern Analysis and Machine Learning Prediction of Chesapeake Bay Plume Dynamic
DOI: 10.48788/dvua/7p2oe6
title: Solutions to the symmetric traveling salesman problem for 1354 locations in the Kyiv region: Concorde solver

description: The dataset includes geographic and Euclidean coordinates of 1354 locations in Kyiv region (including Kyiv city) and contains both input and output data for solving the symmetric traveling salesman problem (STSP) using Euclidean (L2) and Manhattan (L1) metrics. The dataset is intended for testing, validation and comparative analysis of algorithms for solving STSP using Concorde solver with different metrics. Both exact algorithms and Lin-Kernighan heuristic approach are supported. The dataset is suitable for use in educational purposes, scientific research on combinatorial optimization, as well as in modeling transport logistics problems and integration with applied geographic information systems.
DOI: 10.15468/dl.c2xqz9
title: Occurrence Download

description: A dataset containing 294081 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Europe",
 "Issue is one of (Coordinate rounded, Continent derived from coordinates, Occurrence status inferred from individual count)",
 "License is CC-BY 4.0",
 "Month is one of (May, June, July, August)",
 "OccurrenceStatus is Present",
 "TaxonKey is Merops apiaster",
 "Year 1980-2024"
 ]
}

 The dataset includes 294081 records from 959 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051484-251120083545085/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.30878057
title: System files, summary statistics and graphs for: Scoring Structured Academic Documents with Large Language Models: Impact Case Studies

description: System files, summary statistics and graphs for the paper: Scoring Structured Academic Documents with Large Language Models: Impact Case Studies
DOI: 10.6084/m9.figshare.30878057.v1
title: System files, summary statistics and graphs for: Scoring Structured Academic Documents with Large Language Models: Impact Case Studies

description: System files, summary statistics and graphs for the paper: Scoring Structured Academic Documents with Large Language Models: Impact Case Studies
DOI: 10.5281/zenodo.17921676
title: ERA5 daily atmospheric circulation dataset for Europe

description: This dataset contains daily ERA5 atmospheric circulation fields for the European region, covering the period 1940–2024. The data include sea level pressure (SLP) and geopotential at 850 hPa, 500 hPa, and 200 hPa, extracted for June–August (JJA) only. The spatial domain spans 30°W–40°E and 30°N–70°N, with a horizontal resolution of 0.25° × 0.25°.

The original ERA5 geopotential variable is provided in units of m² s⁻². Users should divide the geopotential values by the standard gravitational acceleration (g = 9.80665 m s⁻²) to obtain geopotential height in meters.

All variables are provided as daily fields on the native ERA5 grid. The data have been pre-processed to ensure consistent spatial coverage and temporal continuity across the full period. The total data volume is approximately 4.6 GB.
DOI: 10.5281/zenodo.17921677
title: ERA5 daily atmospheric circulation dataset for Europe

description: This dataset contains daily ERA5 atmospheric circulation fields for the European region, covering the period 1940–2024. The data include sea level pressure (SLP) and geopotential at 850 hPa, 500 hPa, and 200 hPa, extracted for June–August (JJA) only. The spatial domain spans 30°W–40°E and 30°N–70°N, with a horizontal resolution of 0.25° × 0.25°.

The original ERA5 geopotential variable is provided in units of m² s⁻². Users should divide the geopotential values by the standard gravitational acceleration (g = 9.80665 m s⁻²) to obtain geopotential height in meters.

All variables are provided as daily fields on the native ERA5 grid. The data have been pre-processed to ensure consistent spatial coverage and temporal continuity across the full period. The total data volume is approximately 4.6 GB.
DOI: 10.15468/dl.kbya45
title: Occurrence Download

description: A dataset containing 12951 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Roadkill"
 ]
}

 The dataset includes 12951 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051499-251120083545085/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d96572
title: Occurrence Download

description: A dataset containing 1281 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Schisandra sphenanthera Rehder & E.H.Wilson"
 ]
}

 The dataset includes 1281 records from 57 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0030087-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15621844
title: Data Kualitatif Ellsa-Rina
DOI: 10.5281/zenodo.15621845
title: Data Kualitatif Ellsa-Rina
DOI: 10.25549/examiner-c44-48211
title: Aerials from Goodyear Blimp (Playa Del Rey area), 1957

description: 15 images. Aerials from Goodyear Blimp (Playa Del Rey area), 8 August 1957. Coastline from Redondo Beach to Playa Del Rey; Pier with circular platform on outer end -- El Segundo somewhere; Oil refinery near Playa Del Rey Sewage Disposal Plant; Redondo Beach Pier and breakwater construction north of Redondo Beach.; Caption slip reads: "Photographer: Emery. Date: 1957-08-08. Reporter: Attn: Erwin Baker, City desk. Assignment: Aerials Goodyear blimp. Coastline from Redondo Beach to Playa Del Rey. 30: Hermosa Beach, sand & bathers. 31: Pier with circular platform on outer end -- vicinity of El Segundo somewhere. 52-53: Oil refinery near Playa Del Rey sewage disposal plant & tanks. 54: Palos Verdes Estates looking NE. 55: New homes of Torrance--Redondo Beach border area, north of Palos Verdes Estates. 81, 80: Redondo Beach pier and breakwater construction. 26, 27, 34, 25, 62, 63: Playa Del Rey area".
DOI: 10.15468/dl.bb27nu
title: Occurrence Download

description: A dataset containing 342 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "TaxonKey is Rattus norvegicus (Berkenhout, 1769)"
 ]
}

 The dataset includes 342 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017049-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cq26yl
title: Occurrence Download

description: A dataset containing 1260109 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Plantae",
 "Geometry POLYGON((0 90,0 0,180 0,180 90,0 90))",
 "HasGeospatialIssue is false",
 "BasisOfRecord is Human Observation",
 {
 "or" : [
 "Month is April",
 "Month is February",
 "Month is March"
 ]
 }
 ]
}

 The dataset includes 1260109 records from 87 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029048-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yqwvpw
title: Occurrence Download

description: A dataset containing 156983 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Oriolus larvatus Lichtenstein, 1823",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 156983 records from 66 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035741-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/examiner-c44-48511
title: Air views of Los Angeles Coliseum, 1957

description: 10 images. Air views of Los Angeles Coliseum, 20 August 1957. (University of Southern California -- University of California Los Angeles football game); Crowds at Coliseum; General views by Sansone. (Note: Also see 12259, 1955-11-19).
DOI: 10.25549/examiner-c44-48842
title: Sports Arena, 1959

description: 3 images. Sports Arena, 13 April 1959. Paul Butler; Leonard Reinsch; Rosalind Wyman; Paul Ziffren; George Kinsey (inspecting progress on Sports Arena).; Caption slip reads: "Photographer: Lapp. Date: 1959-04-13. Reporter: Adler. Assignment: Butler and Arena. 39/40: L to r: Paul Butler, Leonard Reinsch, Rosalind Wyman, Paul Ziffren and George Kinsey inspect progress on Memorial Sports Arena. 5/6: L to r: Paul Butler, Leonard Reinsch, Paul Ziffren, Rosalind Wyman and George Kinsey inspect progress on Memorial Sports Arena".
DOI: 10.15468/dl.6ewely
title: Occurrence Download

description: A dataset containing 4039 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pharomachrus mocinno La Llave, 1832",
 "Country is Costa Rica",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 4039 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0029051-160910150852091/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d3us23
title: Occurrence Download

description: A dataset containing 671 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Monteverdia obtusifolia (Mart.) Biral"
 ]
}

 The dataset includes 671 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010132-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.hn8cyy
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (China, Chinese Taipei, Hong Kong, Macao)",
 "TaxonKey is Thalia dealbata Fraser"
 ]
}

 The dataset includes 63 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035732-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/examiner-c44-48342
title: Football -- University of Southern California versus University of California Los Angeles football, 1958

description: 55 images. Football -- University of Southern California versus University of California Los Angeles football, 22 November 1958. (Sleeve reads: SP-12512); Caption slip reads: "Photographer: Jensen. Assignment: UCLA vs USC. 1st Q -- J-1: #17 UCLA, 9 yds. J-2: Maudlin intercepts & then drops ball. J-5: #17, 4 yds. J-6: UCLA fumble by Kilmer on bad pass from center. J-7: #20 USC 1st down. J-8: Referee down. J-9: UCLA drops ball. J-10: Pass to Brown, UCLA end zone. J-11-12: UCLA attempt field goal. 2nd quarter -- J-13: #35, 1st down, 29 yds. J-14: SC kicks, nearly blocked by UCLA. J-15: Pass to 80 UCLA, Coia & Buford on defense. 3rd Q -- J-17: Buford ret. J-18: USC, 1st T.D. J-98: USC xtra pt., 1st T.D. J-99: UCLA 2 pt. after 1st T.D. 4th Q -- J-25: Fast whistle on 25, Coia fumble on 25 yd line. J-26: SC attempts 3 pts. JX-116: Kilmer 1st down. JX-117-113: SC 2nd T.D. X-110: SC 2 pt. after 2nd T.D.".; Other caption slip reads: "Photographer: Monte[verde]. 1st Q: 45: #17 makes 25 yds. 46: #15 USC almost intercept ball meant for #31 Gilmer passed. 9: Buford #20 makes 1st down. 10: Pass meant for Brown knocked down by Brown, etc. in end zone. 2nd Q -- 21: #21 SC hit by #21 UCLA. 3rd Q -- 23: #17 UCLA hit by 80, 15 & 54. 24: USC T.D. 51: UCLA T.D. 52: Buford in kick return. 4th Q -- 59: #80 SC on punt return to 30. 60: UCLA conversion on 2nd T.D.".; Other caption slip reads: "Photographer: Rustan. Date: 1958-11-22. Assignment: UC -- SC. 1st quarter -- 39: UC 86 inc., 20 SC trys (sic) too and misses. 40: 30 UC injured. 5: 80 UC pass inc. 20 SC & 15 SC defending. 6: 81 UC inc. in end zone. 20, 15, 81 SC covering. 2nd Q -- 47: 83 UC inc., 15 & 20 SC defending. 48: 85 UC inc. on goal line. 3rd Q -- 33: SC misses latteral & SC recovers on 6 yard line. 34: 17 to 1 yd line. 59: 1st UC Touchdown. 60 UC 2 pts after T.D. 4th Q -- 96, 37: 17 UC injured after interception. 38: 80 SC. 1: SC field goal attempt. 2: UCLA intercepts pitch out for 2nd T.D. 57: 2nd SC TD. 95: 2 points after T.D. FLASH. 21: 80 SC inc. in end zone. 22: Coaches Billy Barnes, UCLA; & Don Clark, SC".; Supplementary material reads: 2nd half -- 46: Buford kickoff 5 to UCLA 42 - 50 yds crouch. 47: Maudlin pitched back to Buford, fumble- recovered by Wallace on SC 49. 48: Davis - reverse - Mar. McKeever 3 yds to SC 42. 49: Kilmer off tackle to SC 39, first down".
DOI: 10.15468/dl.33duf8
title: Occurrence Download

description: A dataset containing 1301 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Lycalopex fulvipes (Martin, 1837)"
 ]
}

 The dataset includes 1301 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0010143-231120084113126/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6k9r3c
title: Occurrence Download

description: A dataset containing 156720 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lepidocolaptes souleyetii (Des Murs, 1849)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
}

 The dataset includes 156720 records from 183 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0035720-240229165702484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.