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

description: A dataset containing 223 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-53.54296 -37.00196,-47.35547 -26.45508,-49.03857 -25.10376,-51.79834 -23.04712,-53.61987 -22.75818,-54.13843 -23.82166,-55.24365 -23.77222,-55.64795 -22.41431,-55.91162 -22.18579,-57.8562 -22.06165,-57.8584 -20.64111,-58.56592 -19.42603,-61.3103 -19.42493,-62.41553 -21.27173,-62.63416 -22.06549,-63.8064 -21.91223,-64.32166 -22.67194,-64.57654 -22.19733,-66.15967 -21.79907,-67.81201 -22.73071,-67.81201 -22.73071,-68.6206 -18.77563,-69.50773 -17.477,-69.92358 -18.20325,-70.34216 -18.31256,-98.82422 -25.33008,-88.69922 -57.11134,-57.48047 -57.11134,-53.54296 -37.00196))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Oldenlandia L."
 ]
}

 The dataset includes 223 records from 43 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0260802-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112041643
title: Cuneiform Tablet 1913.14.1721, Spurlock 1913.14.1721

description: [Text Description:] Document concerning silver ❧ [Text or Publication Number Note:] Spurlock 1913.14.1721; CDLI P421572 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Dark Gray (N 3.75/ 10.4% R) Moderate Yellowish Pink (5YR 7.5/4) Pale Orange Yellow (10YR 8.5/2.5) ❧ [Physical Object Note:] 3.4 x 2.5 x 1.5 cm (14 g)
DOI: 10.15468/dl.tbk2kp
title: Occurrence Download

description: A dataset containing 37 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Begonia hederacea A.DC."
 ]
}

 The dataset includes 37 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0226288-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112041734
title: Cuneiform Tablet 1913.14.1721, Spurlock 1913.14.1721

description: [Text Description:] Document concerning silver ❧ [Text or Publication Number Note:] Spurlock 1913.14.1721; CDLI P421572 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Dark Gray (N 3.75/ 10.4% R) Moderate Yellowish Pink (5YR 7.5/4) Pale Orange Yellow (10YR 8.5/2.5) ❧ [Physical Object Note:] 3.4 x 2.5 x 1.5 cm (14 g)
DOI: 10.15468/dl.g67h7s
title: Occurrence Download

description: A dataset containing 15327 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Geranium potentilloides L'Hér. ex DC."
 ]
}

 The dataset includes 15327 records from 81 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0227824-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5d65u2
title: Occurrence Download

description: A dataset containing 842 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phyllaemulor Costa, Whitney, Braun, White, Silveira & Cleere, 2018"
 ]
}

 The dataset includes 842 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0019387-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.967wq9
title: Occurrence Download

description: A dataset containing 20761 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is one of (Phyllocladaceae)"
 ]
}

 The dataset includes 20761 records from 106 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0161094-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jy5awm
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Glypta suwai",
 "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/0226278-220831081235567/datasets/export for details.
DOI: 10.25549/inscriptifact-ouc112041776
title: Cuneiform Tablet 1913.14.1721, Spurlock 1913.14.1721

description: [Text Description:] Document concerning silver ❧ [Text or Publication Number Note:] Spurlock 1913.14.1721; CDLI P421572 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Dark Gray (N 3.75/ 10.4% R) Moderate Yellowish Pink (5YR 7.5/4) Pale Orange Yellow (10YR 8.5/2.5) ❧ [Physical Object Note:] 3.4 x 2.5 x 1.5 cm (14 g)
DOI: 10.15468/dl.zgb8uf
title: Occurrence Download

description: A dataset containing 294 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Daphnia curvirostris Eylmann, 1887"
 ]
}

 The dataset includes 294 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0227825-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112041777
title: Cuneiform Tablet 1913.14.1721, Spurlock 1913.14.1721

description: [Text Description:] Document concerning silver ❧ [Text or Publication Number Note:] Spurlock 1913.14.1721; CDLI P421572 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Dark Gray (N 3.75/ 10.4% R) Moderate Yellowish Pink (5YR 7.5/4) Pale Orange Yellow (10YR 8.5/2.5) ❧ [Physical Object Note:] 3.4 x 2.5 x 1.5 cm (14 g)
DOI: 10.15468/dl.vfsp79
title: Occurrence Download

description: A dataset containing 10 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pleurospermum lindleyanum F.Fedtsch.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 10 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0262187-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.x9yk5w
title: Occurrence Download

description: A dataset containing 195 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Specimen",
 "TaxonKey is Solanum cyathophorum M.Nee & Farruggia"
 ]
}

 The dataset includes 195 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0254739-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.heerzx
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Parapoynx vittalis Bremer, 1864",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 8 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0226285-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112019711
title: Cuneiform Tablet 1913.14.0257, Spurlock 1913.14.0257

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.0257; CDLI P420639 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Moderate Yellowish Pink (5YR 7/4) ❧ [Physical Object Note:] 4.5 x 4.3 x 1.5 cm (66g) ❧ [Physical Object Note:] Seal impressions
DOI: 10.25549/inscriptifact-ouc112019664
title: Cuneiform Tablet 1913.14.0257, Spurlock 1913.14.0257

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.0257; CDLI P420639 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Moderate Yellowish Pink (5YR 7/4) ❧ [Physical Object Note:] 4.5 x 4.3 x 1.5 cm (66g) ❧ [Physical Object Note:] Seal impressions
DOI: 10.15468/dl.497psr
title: Occurrence Download

description: A dataset containing 5824 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Visfauna - Juvenile and adult fishes in riparian habitats along the river Yser in Flanders, Belgium"
 ]
}

 The dataset includes 5824 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0070836-230530130749713/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9pka8t
title: Occurrence Download

description: A dataset containing 2 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Ophiopogon japonicus var. wallichianus (Kunth) Maxim."
 ]
}

 The dataset includes 2 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0193446-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cdc3zf
title: Occurrence Download

description: A dataset containing 3 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Gergithus okinawanus (Matsumura, 1936)",
 "HasCoordinate is true",
 "Country is Japan",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0226289-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.knptfm
title: Occurrence Download

description: A dataset containing 167 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Gastrodia elata Blume"
 ]
}

 The dataset includes 167 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0003054-220831081235567/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/inscriptifact-ouc112019634
title: Cuneiform Tablet 1913.14.0257, Spurlock 1913.14.0257

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.0257; CDLI P420639 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Moderate Yellowish Pink (5YR 7/4) ❧ [Physical Object Note:] 4.5 x 4.3 x 1.5 cm (66g) ❧ [Physical Object Note:] Seal impressions
DOI: 10.25549/inscriptifact-ouc112019712
title: Cuneiform Tablet 1913.14.0257, Spurlock 1913.14.0257

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.0257; CDLI P420639 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Moderate Yellowish Pink (5YR 7/4) ❧ [Physical Object Note:] 4.5 x 4.3 x 1.5 cm (66g) ❧ [Physical Object Note:] Seal impressions
DOI: 10.15468/dl.ek9xjs
title: Occurrence Download

description: A dataset containing 822 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Country is Finland",
 "Country is Norway",
 "Country is Sweden"
 ]
 },
 "TaxonKey is Cheilosia variabilis (Panzer, 1798)"
 ]
}

 The dataset includes 822 records from 22 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0262189-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ss22yy
title: Occurrence Download

description: A dataset containing 371 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Geranium linearilobum DC."
 ]
}

 The dataset includes 371 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0227782-230224095556074/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.pykfar
title: Occurrence Download

description: A dataset containing 1759 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Theridion mystaceum L.Koch, 1870)",
 "Geometry POLYGON((-9.36035 44.71551,-10.59082 42.81152,-11.82129 36.80928,-7.69043 36.17336,-3.38379 35.88905,3.12012 38.13456,9.18457 38.20366,11.7334 37.16032,12.78809 34.74161,17.09473 33.79741, 23.15918 34.23451,30.10254 32.62087,33.2666 32.99024,35.72754 35.03,33.00293 35.53223,28.69629 35.17381,28.34473 36.31513,25.7959 37.50973,24.91699 39.90974,28.78418 40.6473,30.71777 41.17865,36.87012 45.213,38.18848 46.98025,38.71582 47.7541,39.94629 47.93107,40.20996 49.61071,37.0459 50.34546,35.72754 50.40152,33.79395 52.26816,31.68457 51.94426,31.4209 53.27835,32.56348 53.43572,30.98145 54.77535,30.89355 55.52863,28.43262 56.02295,27.20215 57.65716,27.37793 58.30949,27.90527 59.17593,29.66309 59.88894,27.6416 60.58697,31.50879 62.75473,28.78418 69.83962,30.89355 70.28912,29.22363 71.55274,21.75293 71.30079,14.28223 70.14036,11.38184 67.47492,4.87793 63.66576,-5.53711 71.52491,-10.63477 71.69129,-21.5332 67.74276,-28.56445 65.36684,-24.3457 61.35461,-9.36035 44.71551))",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "Year is less than or equal to 2021"
 ]
}

 The dataset includes 1759 records from 128 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0254757-210914110416597/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j8vsp5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cubozoa",
 "HasCoordinate is true",
 "Country is one of (Croatia)",
 "HasGeospatialIssue is false",
 "Year is greater than 2009"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0219796-210914110416597/datasets/export for details.
DOI: 10.25549/inscriptifact-ouc112019666
title: Cuneiform Tablet 1913.14.0257, Spurlock 1913.14.0257

description: [Text Description:] Administrative tablet ❧ [Text or Publication Number Note:] Spurlock 1913.14.0257; CDLI P420639 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Moderate Yellowish Pink (5YR 7/4) ❧ [Physical Object Note:] 4.5 x 4.3 x 1.5 cm (66g) ❧ [Physical Object Note:] Seal impressions
DOI: 10.25549/inscriptifact-ouc112041644
title: Cuneiform Tablet 1913.14.1721, Spurlock 1913.14.1721

description: [Text Description:] Document concerning silver ❧ [Text or Publication Number Note:] Spurlock 1913.14.1721; CDLI P421572 ❧ [Medium:] Clay ❧ [Script Note:] Non-Alphabetic Cuneiform ❧ [Physical Object Description:] Dark Gray (N 3.75/ 10.4% R) Moderate Yellowish Pink (5YR 7.5/4) Pale Orange Yellow (10YR 8.5/2.5) ❧ [Physical Object Note:] 3.4 x 2.5 x 1.5 cm (14 g)
DOI: 10.57702/64w3yb64
title: PMG2000

description: PMG2000 is a dataset of 2,098 ultrasound images for placental maturity grading.
DOI: 10.57702/m49lr5fs
title: Synthetic datasets for causal structure learning

description: Synthetic datasets for causal structure learning
DOI: 10.57702/vslb9gmf
title: Light Field Reconstruction from Focal Stack

description: A dataset for partially reconstructing high-resolution 4D light fields from a stack of differently focused photographs taken with a fixed camera.
DOI: 10.57702/umfrgw4u
title: Honeybee Segmentation and Tracking Datasets

description: The dataset used for this problem is presented in Honeybee Segmentation and Tracking Datasets project [Bozek et al., 2017]. One of the contributions of this work is an examination of the ability of the standard real-time object detection architecture like YoloV7 [Wang et al., 2022] to be customized for position and direction detection.
DOI: 10.57702/5dl13vjl
title: Malware Share

description: Malware binary datasets used for adversarial malware generation research
DOI: 10.57702/7lvjjyoc
title: CUB dataset

description: The CUB dataset is a large collection of images of birds, each image is a 299x299 RGB image, and there are 11,778 training images and 5,994 testing images.
DOI: 10.57702/0pvj05bq
title: Proteins dataset

description: The Proteins dataset is a graph neural network dataset.
DOI: 10.57702/wbsn0sg8
title: OmniCity

description: A new dataset for omnipotent city understanding from satellite and street-level images of multiple views.
DOI: 10.57702/j6y9k2pj
title: BraTS2013

description: The BraTS2013 database is a database with 30 subjects with glioblastoma or low-grade gliomas.
DOI: 10.57702/pi73ex8e
title: RlLib

description: A reinforcement learning library used in the paper.
DOI: 10.3886/e242604
title: Code for updating National Neighborhood Data Archive 2020 census tract datasets to Connecticut 2022 geography boundaries

description: This deposit provides code and crosswalk files for updating National Neighborhood Data Archive (NaNDA) 2020 census tract-level datasets to reflect Connecticut's 2022 geography boundary changes. <br><br>In 2022, the Census Bureau adopted Connecticut's nine planning regions as county equivalents, replacing the eight counties and creating new FIPS codes for Connecticut tracts. This resource includes a crosswalk between 879 Connecticut census tracts and towns, counties, county equivalents, ZIP codes, 2020 PUMAs, and secondary school districts, along with Stata code for applying the crosswalk to NaNDA datasets. The resulting datasets provide national coverage with Connecticut tracts updated to 2022 boundaries. Original crosswalk created by CT Data Collaborative; NaNDA application code developed by Robert Melendez.
description: All United States Census Tracts. Smallest Geographic Unit: United States Census Tract
DOI: 10.57702/e25qwy9m
title: ApolloCar3D

description: A high-quality dataset containing 348 different car models with physical dimensions and part-level annotations based on global and local deformations.
DOI: 10.57702/jb1qhlgg
title: Aff-Wild

description: The Aff-Wild dataset is a large-scale in-the-wild dataset for affect recognition, containing actual videos with a wide range of content.
DOI: 10.3886/e242604v1
title: Code for updating National Neighborhood Data Archive 2020 census tract datasets to Connecticut 2022 geography boundaries

description: This deposit provides code and crosswalk files for updating National Neighborhood Data Archive (NaNDA) 2020 census tract-level datasets to reflect Connecticut's 2022 geography boundary changes. <br><br>In 2022, the Census Bureau adopted Connecticut's nine planning regions as county equivalents, replacing the eight counties and creating new FIPS codes for Connecticut tracts. This resource includes a crosswalk between 879 Connecticut census tracts and towns, counties, county equivalents, ZIP codes, 2020 PUMAs, and secondary school districts, along with Stata code for applying the crosswalk to NaNDA datasets. The resulting datasets provide national coverage with Connecticut tracts updated to 2022 boundaries. Original crosswalk created by CT Data Collaborative; NaNDA application code developed by Robert Melendez.
description: All United States Census Tracts. Smallest Geographic Unit: United States Census Tract
DOI: 10.57702/mc40vcfk
title: OCT

description: The dataset used for the proposed Concept-Centric Visual Turing Test (VTT) framework for evaluating MIC methods.
DOI: 10.57702/tbgwgq06
title: Grasp dataset for robotic grasping

description: A dataset of successful, cylindrical precision robotic grasps using the V-REP simulator and object files provided by Kleinhans et al. on a simulated "picking" task.
DOI: 10.57702/8iyyh4uq
title: DeepMind Control Suite and PyBullet Environments

description: The dataset used in this paper is the DeepMind Control Suite and PyBullet Environments.
DOI: 10.57702/d2b3h4fo
title: Fertility Dataset

description: The dataset contains information about the semen samples provided by 100 volunteers.
DOI: 10.57702/wlqoq2zn
title: PASCAL-Person-Part

description: Human parsing aims to segment a human image into multiple semantic parts. It is a pixel-level prediction task which requires to understand human images in both the global level and the local level.
DOI: 10.57702/sxgv9p6p
title: NTIRE 2017 Challenge on Single Image Super-Resolution

description: A dataset for single image super-resolution, containing 20 algorithm submissions.
DOI: 10.57702/my589gu6
title: Opta Sports Event Data

description: Event data from Opta Sports (now Statsperform) for major football leagues and tournaments.
DOI: 10.57702/4wt6098y
title: eNT Database

description: The dataset used in the paper is the eNT database.
DOI: 10.57702/gpxg2akn
title: CAD-120

description: The dataset used in the paper is a spatio-temporal graph representing human activity detection and anticipation.
DOI: 10.15468/dl.3hzdks
title: Occurrence Download

description: A dataset containing 564 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Thalictrum baicalense",
 "HasCoordinate is true",
 "BasisOfRecord is one of (Specimen)"
 ]
}

 The dataset includes 564 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013115-260129131611470/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.7934/p6246
title: A new saurolophine hadrosaurid (Dinosauria: Ornithopoda) from the Upper Cretaceous of South China, providing further support for the possible Asian origin of Brachylophosaurini (project)
DOI: 10.5281/zenodo.18489183
title: Universal Informational Invariant 0.045 and the "CREATION" (ТВОРЕНИЕ) Framework for Cosmological Constant Resolution  Abstract:  This paper presents the theoretical foundations of "CREATION" (ТВОРЕНИЕ) technology, based on the discovery of a universal informational invariant,I=0.045cap I equals 0.045 𝐼=0.045.  Key Findings:  Resolution of the Cosmological Constant Problem: The model eliminates the 120-orders-of-magnitude discrepancy between theoretical vacuum energy and observational data by interpreting baryonic matter ( mc2m c squared 𝑚𝑐2) as a result of resonant compression within the global information field. The 0.045 Invariant: It is mathematically demonstrated that the density of visible matter is a fundamental system efficiency constant (the "Efficiency of the Universe"). Using this parameter, the masses of fundamental particles (Higgs boson, Electron) are calculated as harmonics of the Planck scale. Geometric Adaptation: The framework introduces the concept of informational resonance, where gravity is redefined as the computational load required by the system to maintain the material interface. Technological Potential: The model predicts the possibility of direct space-time navigation through resonant interaction with the "Dark Sector" (95.5% of the total energy density).  Research Status: Independent Research / Proprietary Framework. Origin: Ukraine. Author: Serhii Chekaliuk