cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.17287456
title: Data and code to generate plots for Post-measurement Quantum Monte Carlo

description:  # Data repository for publication "Post-measurement Quantum Monte Carlo" by Kriti Baweja, David J. Luitz, Samuel J. Garratt

This repository contains the raw data and python codes to create the figures of the publication 

Post-measurement Quantum Monte CarloKriti Baweja, David J. Luitz, Samuel J. Garratt arXiv:2410.13844

https://arxiv.org/abs/2410.13844

Please cite this dataset if you use any of the code or data for future work.

The raw data is in standard HDF5 format, you can inspect the files using h5dump. From python, the files are read using the h5py module, which you need to install.Each HDF5 file contains a attribute called 'description' which contains the details about the parameter and set-up used for the simulation to check the 'description' for any file "File.attrs.get()" can be used in python.

You can run the plotting scripts using> python3 Figure_6.py

The dataset also contains a plotting library figures_module.py which is used in plotting scripts. 

Here is a list of files and folders included in this data bundle:

Figure_6.hdf5Figure_7_data/Figure_8_data/Figure_11_data/Figure_12_data/Figure_13_data/Figure_14_data/Figure_6.pyFigure_7.pyFigure_8.pyFigure_11.pyFigure_12.pyFigure_13.pyFigure_14.pyFigure_17.hdf5Figure_17.pyFigure_19_upper_column.pyFigure_19_lower_column.pyfigures_module.pyReadme.txt
DOI: 10.5281/zenodo.17287455
title: Data and code to generate plots for Post-measurement Quantum Monte Carlo

description:  # Data repository for publication "Post-measurement Quantum Monte Carlo" by Kriti Baweja, David J. Luitz, Samuel J. Garratt

This repository contains the raw data and python codes to create the figures of the publication 

Post-measurement Quantum Monte CarloKriti Baweja, David J. Luitz, Samuel J. Garratt arXiv:2410.13844

https://arxiv.org/abs/2410.13844

Please cite this dataset if you use any of the code or data for future work.

The raw data is in standard HDF5 format, you can inspect the files using h5dump. From python, the files are read using the h5py module, which you need to install.Each HDF5 file contains a attribute called 'description' which contains the details about the parameter and set-up used for the simulation to check the 'description' for any file "File.attrs.get()" can be used in python.

You can run the plotting scripts using> python3 Figure_6.py

The dataset also contains a plotting library figures_module.py which is used in plotting scripts. 

Here is a list of files and folders included in this data bundle:

Figure_6.hdf5Figure_7_data/Figure_8_data/Figure_11_data/Figure_12_data/Figure_13_data/Figure_14_data/Figure_6.pyFigure_7.pyFigure_8.pyFigure_11.pyFigure_12.pyFigure_13.pyFigure_14.pyFigure_17.hdf5Figure_17.pyFigure_19_upper_column.pyFigure_19_lower_column.pyfigures_module.pyReadme.txt
DOI: 10.15468/dl.pfkxc4
title: Occurrence Download

description: A dataset containing 2126268695 records in GBIF matching the query:
SELECT
 kingdom,
 kingdomkey,
 phylum,
 phylumkey,
 class,
 classkey,
 "order",
 orderkey,
 family,
 familykey,
 genus,
 genuskey,
 species,
 specieskey,
 PRINTF('%04d-%02d-%02d', "year", "month", "day") yearmonthday,
 GBIF_ISEA3HCODE(20, decimallatitude, decimallongitude, 0.0) isea3hcellcode,
 COUNT(*) occurrences
FROM
 occurrence
WHERE
 occurrence.occurrencestatus = 'PRESENT'
 AND occurrence.hasgeospatialissues = FALSE
 AND NOT GBIF_STRINGARRAYCONTAINS(occurrence.issue, 'TAXON_MATCH_FUZZY', TRUE)
 AND (occurrence.distancefromcentroidinmeters &gt;= 2000.0 OR occurrence.distancefromcentroidinmeters IS NULL)
 AND NOT occurrence.basisofrecord IN ('FOSSIL_SPECIMEN', 'LIVING_SPECIMEN')
 AND (occurrence.specieskey IS NOT NULL AND occurrence."year" IS NOT NULL AND occurrence."month" IS NOT NULL AND occurrence."day" IS NOT NULL AND occurrence.hascoordinate = TRUE)
GROUP BY
 occurrence.kingdom,
 occurrence.kingdomkey,
 occurrence.phylum,
 occurrence.phylumkey,
 occurrence.class,
 occurrence.classkey,
 occurrence."order",
 occurrence.orderkey,
 occurrence.family,
 occurrence.familykey,
 occurrence.genus,
 occurrence.genuskey,
 occurrence.species,
 occurrence.specieskey,
 PRINTF('%04d-%02d-%02d', "year", "month", "day"),
 GBIF_ISEA3HCODE(20, decimallatitude, decimallongitude, 0.0)

 The dataset's 2126268695 records were derived from 51030 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0057846-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.lexouh
title: Occurrence Download

description: A dataset containing 528 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Citrus ×limonia Osbeck"
 ]
}

 The dataset includes 528 records from 63 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002325-170627171947987/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-35941
title: Claims (GX 12810 - GX 13105), 1987

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc., 1987. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.15468/dl.6dj3v3
title: Occurrence Download

description: A dataset containing 419 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "BasisOfRecord is Specimen",
 "BasisOfRecord is Human Observation"
 ]
 },
 "Country is Nepal",
 {
 "or" : [
 "License is CC0 1.0",
 "License is CC-BY 4.0",
 "License is CC-BY-NC 4.0"
 ]
 },
 "HasCoordinate is true",
 "TaxonKey is Columba livia J.F.Gmelin, 1789",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 419 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002325-170714134226665/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q6ntp6
title: Occurrence Download

description: A dataset containing 159 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "TaxonKey is Navicula turgida Ehrenberg, 1830",
 "Year 2000-2023"
 ]
}

 The dataset includes 159 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000842-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-33189
title: Claims (GX 13106 - GX 13463), 1987

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc., 1987. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.25549/independent-c69-33248
title: Claims (GX 13106 - GX 13463), 1987

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc., 1987. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.15468/dl.8nhhsr
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON ((-71.48391723632812 -32.59270100882451, -71.48391723632812 -32.49603724195213, -71.41799926757811 -32.49603724195213, -71.41799926757811 -32.59270100882451, -71.48391723632812 -32.59270100882451))",
 "HasCoordinate is true",
 "TaxonKey is Dioscorea Plum. ex L.",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002325-171002173027117/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wgj53u
title: Occurrence Download

description: A dataset containing 14 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Dendrocopos leucotos (Bechstein, 1802)",
 "BasisOfRecord is Specimen",
 "Country is one of (China)",
 "DecimalLatitude is greater than 33.3"
 ]
}

 The dataset includes 14 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051133-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-33253
title: Claims (GX 13106 - GX 13463), 1987

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc., 1987. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.15468/dl.ktnz8c
title: Occurrence Download

description: A dataset containing 2103 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Heteranthera reniformis Ruiz & Pav."
 ]
}

 The dataset includes 2103 records from 148 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002325-171113114016250/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9m9tkw
title: Occurrence Download

description: A dataset containing 2120 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Blutaparon vermiculare (L.) Mears"
 ]
}

 The dataset includes 2120 records from 134 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011665-240202131308920/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-33176
title: Claims (GX 13106 - GX 13463), 1987

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc., 1987. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.25549/independent-c69-33255
title: Claims (GX 13106 - GX 13463), 1987

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc., 1987. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.15468/dl.nyf0lf
title: Occurrence Download

description: A dataset containing 665 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Mexico",
 "HasCoordinate is true",
 "TaxonKey is Culicoides Latreille, 1809",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 665 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002325-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e82vjc
title: Occurrence Download

description: A dataset containing 768 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Gaultheria serrata (Vell.) Sleumer ex Kin.-Gouv."
 ]
}

 The dataset includes 768 records from 89 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053488-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-39945
title: Claims (GX 13774 - GX 14233), 1987

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc., 1987. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.15468/dl.grf59x
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Continent is Europe",
 "Country is Italy",
 "TaxonKey is Nyctalus leisleri (Kuhl, 1817)"
 ]
}

 The dataset includes 27 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051136-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zdgo5s
title: Occurrence Download

description: A dataset containing 27 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lupinus decurrens Gardner"
 ]
}

 The dataset includes 27 records from 12 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002325-180131172636756/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-39820
title: Claims (GX 13774 - GX 14233), 1987

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc., 1987. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.15468/dl.73mzac
title: Occurrence Download

description: A dataset containing 742 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Raniceps raninus (Linnaeus, 1758)"
 ]
}

 The dataset includes 742 records from 73 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051125-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zhkegw
title: Occurrence Download

description: A dataset containing 287893 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Arenaria interpres (Linnaeus, 1758)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 287893 records from 190 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002326-150422101436696/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-39984
title: Claims (GX 13774 - GX 14233), 1987

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc., 1987. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.25549/independent-c69-39839
title: Claims (GX 13774 - GX 14233), 1987

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc., 1987. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.15468/dl.ex6z7g
title: Occurrence Download

description: A dataset containing 454 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Regalecus glesne Ascanius, 1772"
 ]
}

 The dataset includes 454 records from 71 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051126-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.f3atvg
title: Occurrence Download

description: A dataset containing 291340 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Phragmites australis (Cav.) Trin. ex Steud."
 ]
}

 The dataset includes 291340 records from 614 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002326-150512124619364/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-39914
title: Claims (GX 13774 - GX 14233), 1987

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc., 1987. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.15468/dl.1wky3e
title: Occurrence Download

description: A dataset containing 1861 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Vitex rotundifolia L.f."
 ]
}

 The dataset includes 1861 records from 74 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002326-150615163101818/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.reakwg
title: Occurrence Download

description: A dataset containing 310 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Dendrocopos leucotos (Bechstein, 1802)",
 "BasisOfRecord is Specimen",
 "Country is one of (Slovakia, Ukraine, Switzerland, Denmark, Belgium, Netherlands, Sweden, Norway, Finland, Australia, Romania, Hungary, Czechia, Belarus, Latvia, Poland, Estonia, Lithuania, Mongolia, Germany, Mauritania, Kazakhstan, Japan, Korea (Democratic People’s Republic of), Korea, Republic of)"
 ]
}

 The dataset includes 310 records from 26 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0051142-231002084531237/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/independent-c69-35910
title: Claims (GX 12810 - GX 13105), 1987

description: Collection of claims filed against the LAPD with regards ranging from wrongful death to violation of civil rights, etc., 1987. PART OF A SERIES: The series includes materials related to the work product of Price Waterhouse, whose staff investigated citizen complaints and civil litigation claims involving the LAPD. Included are claims reports, claims analyses, card files, and arbitration reports; summaries of 83 selected civil litigation cases; materials from the personnel files of LAPD officers named in these cases, as well as documents listing their subsequent penalties; and statistics that break complaints down according to a variety of criteria, including race, gender, and police division.
DOI: 10.17630/d616d824-d195-4a36-bf62-3be19cc26352
title: Hyperspectral confocal imaging of whispering-gallery-mode microlasers for bio- and ecophotonic applications (thesis data)

description: Research data underpinning the PhD thesis "Hyperspectral confocal imaging of whispering-gallery-mode microlasers for bio- and ecophotonic applications". The provided experimental data consists of confocal hyperspectral images, fluorescent images, and spectroscopy measurements of samples containing microlasers and/or biological specimens.
The data files are embargoed until 05/05/2026