cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25549/wpacards-c8-128341
title: WPA household census for 717 N LA FAYETTE PARK PL, Los Angeles

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.25549/wpacards-c8-128343
title: WPA household census for 717 1/2 N LA FAYETTE PARK, Los Angeles

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.5281/zenodo.18753290
title: Source code for "Quantum Annealing Algorithms for Estimating Ising Partition Functions"

description: Reproducibility + analysis code for “Quantum Annealing Algorithms for Estimating Ising Partition Functions”.



Programs




qaipf/make_all.py


Generates all figures in the paper (main text + supplement) by running the individual figure scripts and collecting outputs.



qaipf/make_fig2.py


Generates Fig. 2 from instance-level statistics (computed by analyze_instance.py) and/or cached intermediate results.



qaipf/make_fig3.py


Generates Fig. 3 from instance-level statistics (computed by analyze_instance.py) and/or cached intermediate results.



qaipf/analyze_instance.py


Computes analysis quantities for a single problem instance, including:



instance-dependent statistics (e.g., μ_m and related quantities)

partition-function estimates Z used in the paper

weighting/mixing parameters (e.g., MV/KL variants used in the paper)

divergence metrics (e.g., KL terms used in the paper)

normalized variance / variance diagnostics used in plots


Figure scripts typically call this logic repeatedly over many instances.



qaipf/build_pnmmat.py


Regenerates and saves Pnm / Pnmmat matrices as .mat datasets (optional; only needed if you want to rebuild the intermediate data rather than using existing .mat files).



Data


The code expects precomputed .mat datasets under a consistent directory layout for Pnmmat (SK and 3SAT variants).
DOI: 10.5281/zenodo.18753289
title: Source code for "Quantum Annealing Algorithms for Estimating Ising Partition Functions"

description: Reproducibility + analysis code for “Quantum Annealing Algorithms for Estimating Ising Partition Functions”.



Programs




qaipf/make_all.py


Generates all figures in the paper (main text + supplement) by running the individual figure scripts and collecting outputs.



qaipf/make_fig2.py


Generates Fig. 2 from instance-level statistics (computed by analyze_instance.py) and/or cached intermediate results.



qaipf/make_fig3.py


Generates Fig. 3 from instance-level statistics (computed by analyze_instance.py) and/or cached intermediate results.



qaipf/analyze_instance.py


Computes analysis quantities for a single problem instance, including:



instance-dependent statistics (e.g., μ_m and related quantities)

partition-function estimates Z used in the paper

weighting/mixing parameters (e.g., MV/KL variants used in the paper)

divergence metrics (e.g., KL terms used in the paper)

normalized variance / variance diagnostics used in plots


Figure scripts typically call this logic repeatedly over many instances.



qaipf/build_pnmmat.py


Regenerates and saves Pnm / Pnmmat matrices as .mat datasets (optional; only needed if you want to rebuild the intermediate data rather than using existing .mat files).



Data


The code expects precomputed .mat datasets under a consistent directory layout for Pnmmat (SK and 3SAT variants).
DOI: 10.25549/wpacards-c8-128350
title: WPA household census for 707 N LA FAYETTE PARK PL, Los Angeles

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.25549/wpacards-c8-128352
title: WPA household census for 703 N LA FAYETTE PARK PL, Los Angeles

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.25549/wpacards-c8-128364
title: WPA household census for 657 N LA FAYETTE PARK PL, Los Angeles

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.25549/wpacards-c8-128367
title: WPA household census for 641 N LA FAYETTE PARK PL, Los Angeles

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.25549/wpacards-c8-128380
title: WPA household census for 615 N LA FAYETTE PARK PL, Los Angeles

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.25549/wpacards-c8-128382
title: WPA household census for 609 N LA FAYETTE PARK PL, Los Angeles

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.25549/wpacards-c8-128386
title: WPA household census for 609 1/2 N LA FAYETTE PARK, Los Angeles

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.25549/wpacards-c8-128412
title: WPA household census for 636 N OCCIDENTAL BLVD, Los Angeles

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.25549/wpacards-c8-134842
title: WPA household census for 2611-9 133RD ST, Los Angeles County

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.25549/wpacards-c8-134846
title: WPA household census for 2611-11 133RD ST, Los Angeles County

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.25549/wpacards-c8-134867
title: WPA household census for 2515 133RD ST, Los Angeles County

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.25549/wpacards-c8-134875
title: WPA household census for 2040 PIRU ST, Los Angeles County

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.25549/wpacards-c8-134905
title: WPA household census for 13600 WILMINGTON AVE, Los Angeles County

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.25549/wpacards-c8-134861
title: WPA household census for 2611-2 133RD ST, Los Angeles County

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.25946/30944954
title: PhD exploring the nature of agricultural industry school partnerships in Gippsland, Australia.

description: PhD exploring the nature of agricultural industry school partnerships in Gippsland, Australia.
DOI: 10.25946/30944954.v1
title: PhD exploring the nature of agricultural industry school partnerships in Gippsland, Australia.

description: PhD exploring the nature of agricultural industry school partnerships in Gippsland, Australia.
DOI: 10.25549/wpacards-c8-134873
title: WPA household census for 2511 133RD ST, Los Angeles County

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.25549/wpacards-c8-134888
title: WPA household census for 2019 HATCHWAY ST, Los Angeles County

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.15468/dl.3tgafv
title: Occurrence Download

description: A dataset containing 201067 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Plantae, Aves, Insecta)",
 "Geometry MULTIPOLYGON (((54.39157 24.51063, 54.39607 24.5274, 54.35376 24.5274, 54.34926 24.51063, 54.33868 24.51063, 54.33194 24.48548, 54.31079 24.48548, 54.30406 24.46033, 54.31463 24.46033, 54.31015 24.44356, 54.32073 24.44356, 54.31849 24.43518, 54.36078 24.43518, 54.35854 24.4268, 54.37969 24.4268, 54.37745 24.41841, 54.44089 24.41841, 54.43865 24.41003, 54.44922 24.41003, 54.45146 24.41841, 54.46203 24.41841, 54.46652 24.43518, 54.45595 24.43518, 54.45819 24.44356, 54.44762 24.44356, 54.44987 24.45194, 54.41814 24.45194, 54.42039 24.46033, 54.39924 24.46033, 54.40148 24.46871, 54.39091 24.46871, 54.39765 24.49386, 54.40822 24.49386, 54.41047 24.50224, 54.3999 24.50224, 54.40215 24.51063, 54.39157 24.51063)))"
 ]
}

 The dataset includes 201067 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005669-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25549/wpacards-c8-134890
title: WPA household census for 2034 HATCHWAY ST, Los Angeles County

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.25549/wpacards-c8-134891
title: WPA household census for 2034 HATCHWAY ST, Los Angeles County

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.25549/wpacards-c8-128418
title: WPA household census for 650 1/2 N OCCIDENTAL BLVD, Los Angeles

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.25549/wpacards-c8-128428
title: WPA household census for 656 N OCCIDENTAL BLVD, Los Angeles

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.25549/wpacards-c8-128437
title: WPA household census for 722 1/2 N OCCIDENTAL BLVD, Los Angeles

description: The Works Progress Administration Los Angeles Household Census Cards collection dates from 1939. The physical cards which number nearly half a million items are owned by the USC Libraries. More than a quarter of the collection has been digitized.The household survey cards (or "dwelling schedules"), one for each street address in greater Los Angeles, document a wide variety of information ranging from the type of dwelling, the value of the property, the monthly rent or mortgage, to whether or not there were flush toilets. While these cards form the bulk of the collection, other digitized documents include "block face cards" and "block lists" -- documenting the census process.
DOI: 10.15468/dl.q69j4e
title: Occurrence Download

description: A dataset containing 165 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cyperus brevifolius",
 "Country is Colombia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 165 records from 31 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005785-260221153910048/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.18753326
title: ENHANCEMENT OF PHOTOVOLTAIC EFFICIENCY IN SILICON-BASED SOLAR CELLS VIA NANOSTRUCTURED SURFACE COATING

description: The energy conversion efficiency of crystalline silicon (c-Si) solar cells is significantly limited by surface reflection losses. This paper investigates the optimization of photovoltaic performance through the application of nanostructured surface coatings. Using a theoretical framework based on the "moth-eye" biomimetic effect, we analyze how nanostructured arrays reduce the average reflectance from 35% to below 5%. The results demonstrate a significant enhancement in short-circuit current density (Jsc) and an overall relative increase in power conversion efficiency (PCE) by approximately 27%. These findings provide a scalable pathway for high-efficiency solar energy harvesting.