cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.18141/2530213
title: IDAES-PSE 2.7.0 Release

description: The Institute for the Design of Advanced Energy Systems (IDAES) Integrated Platform is a versatile computational environment offering extensive process systems engineering (PSE) capabilities for optimizing the design and operation of complex, interacting technologies and systems. IDAES enables users to efficiently search vast, complex design spaces to discover the lowest cost solutions while supporting the full process modeling lifecycle, from conceptual design to dynamic optimization and control. The extensible, open platform empowers users to create models of novel processes and rapidly develop custom analyses, workflows, and end-user applications.

IDAES-PSE 2.7.0 Release Highlights

New features:

AutoScaler and CustomScalerBase classes: Such tools are the core of the new scaling framework being implemented in IDAES. Wider adoption of scaling tools among users will result in quicker and more robust model solutions.

Scaler for equilibrium reactor and saponification properties: These scaler models are examples to follow for how to use the new scaling tools.

ONNX Surrogate support from Optimization & Machine Learning Toolkit (OMLT): ONNX is an open standard format to save and load ML/AI models that is widely supported by all major frameworks. This capability makes it easier for IDAES users to create surrogate models and use them without having to support each framework individually.

1D Membrane Model for CO2 Capture and Utilization: Supports ongoing efforts for modeling and optimizing polymer membrane processes for CO2 capture and conversion into formic acid. 

StreamScaler unit model: Unrelated to the CustomScalerBase, this unit model allows a stream’s extensive variables to be scaled by a fixed factor. This allows streams being processed by multiple units in parallel to be scaled down to unit scale and scaled back up to process scale.

Bug fixes or improvements:

Scaling, EoS, Diagnostics tool, Modular Properties, tests & documentation

Deprecations:

Old Cubic EoS
DOI: 10.25549/usctheses-ouc11399kimr
title: AFFLICTION AND ETERNAL HOPE: Analysis of Vide Domine, vide afflictionem nostram (2007) by Younghi Pagh-Paan
DOI: 10.25549/usctheses-ouc11399kims
title: Using Artificial Intelligence Models to Target Diverse Audiences: Developing a New Methodology Around Synthetic Audiences
DOI: 10.25549/usctheses-ouc11399kimo
title: Training Efficient and Robust Deep Neural Networks: Fast Optimization Algorithms with Convergence Guarantees
DOI: 10.25549/usctheses-ouc11399kin2
title: Analytical Comparison of Weighted and Fuzzy Overlays to Identify Suitable Areas for Terrestrial-Based Wildfire Detection Camera Site Deployments
DOI: 10.25549/usctheses-ouc11399kimp
title: Hydroclimate in Transition: Multiscale Insights from Holocene to Pleistocene Climate Records
DOI: 10.25549/usctheses-ouc11399kimk
title: Visualizing Queer Care: Comics and Counterpublic Health in the Age of AIDS
DOI: 10.25549/usctheses-ouc11399kin6
title: Demystifying and Improving Large Language Models on Consistent Reasoning
DOI: 10.25549/usctheses-ouc11399kin4
title: Morphological Analysis of Ultra-Low and Ultra-High Frequency Modulation of Nociceptive Fiber Conduction and Energy Efficiency
DOI: 10.25549/usctheses-ouc11399kimq
title: CULTURE, IDENTITY, AND SOCIAL MEDIA: WHAT MAKES SENSE AND WHAT PEOPLE REMEMBER
DOI: 10.25549/usctheses-ouc11399kin3
title: Agents of Mass Construction: How Cities Localize through the Sustainable Development Goals
DOI: 10.25549/usctheses-ouc11399kimw
title: OMNIA MIRANDA: MONUMENTS AND ARCHITECTURAL VIEWING SCENES IN THE LATIN EPIC TRADITION
DOI: 10.25549/usctheses-ouc11399kimv
title: Three Essays About Agency Reputation and Its Impact on the Federal Labor Market
DOI: 10.18141/2530215
title: IDAES-PSE 2.8.0 Release

description: The Institute for the Design of Advanced Energy Systems (IDAES) Integrated Platform is a versatile computational environment offering extensive process systems engineering (PSE) capabilities for optimizing the design and operation of complex, interacting technologies and systems. IDAES enables users to efficiently search vast, complex design spaces to discover the lowest cost solutions while supporting the full process modeling lifecycle, from conceptual design to dynamic optimization and control. The extensible, open platform empowers users to create models of novel processes and rapidly develop custom analyses, workflows, and end-user applications.
DOI: 10.25549/usctheses-ouc11399kimi
title: RESIDENT KNOWLEDGE, ENGAGEMENT AND PARTICIPATION IN HOMEOWNERS ASSOCIATIONS: A CASE STUDY OF THE TERRACES HOA IN SOUTHERN CALIFORNIA
DOI: 10.5281/zenodo.15595042
title: IJTIMOIY MARKETING- BRENDNI RIVOJLANTIRISH VOSITASI SIFATIDA

description: Maqolada ijtimoiy marketing maqsadlari, uning rivojlanish tarixi, xususiyatlari, amalga oshirish chora-tadbirlari, o`tish iqtisodiyotida ijtimoiy marketingni amalga oshirish vositalarini qo`llash samaradorligi masalalari yoritilgan.
DOI: 10.5281/zenodo.15595043
title: IJTIMOIY MARKETING- BRENDNI RIVOJLANTIRISH VOSITASI SIFATIDA

description: Maqolada ijtimoiy marketing maqsadlari, uning rivojlanish tarixi, xususiyatlari, amalga oshirish chora-tadbirlari, o`tish iqtisodiyotida ijtimoiy marketingni amalga oshirish vositalarini qo`llash samaradorligi masalalari yoritilgan.
DOI: 10.25549/usctheses-ouc11399kimj
title: Shedding Light and Casting Shadows: The Capital Market Effects of Public Procurement Data
DOI: 10.5281/zenodo.15595073
title: Open Data_Jeruk Kepro Farmers Aceh Tengah Regency
DOI: 10.5281/zenodo.15595074
title: Open Data_Jeruk Kepro Farmers Aceh Tengah Regency
DOI: 10.15468/dl.aqmafy
title: Occurrence Download

description: A dataset containing 3374787 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-110.3637 84.13666,-139.01954 84.21525,-169.99882 69.58962,-14.32792 56.50829,4.25965 84.29279,-110.3637 84.13666))",
 "HasGeospatialIssue is false",
 "TaxonKey is Animalia",
 "Year 1935-2025"
 ]
}

 The dataset includes 3374787 records from 727 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020733-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.18141/2530206
title: IDAES-PSE 2.5.0 Release

description: The Institute for the Design of Advanced Energy Systems (IDAES) Integrated Platform is a versatile computational environment offering extensive process systems engineering (PSE) capabilities for optimizing the design and operation of complex, interacting technologies and systems. IDAES enables users to efficiently search vast, complex design spaces to discover the lowest cost, most environmentally sustainable solutions while supporting the full process modeling lifecycle, from conceptual design to dynamic optimization and control. The extensible, open platform empowers users to create models of novel processes and rapidly develop custom analyses, workflows, and end-user applications.

IDAES-PSE 2.5.0 Release Highlights

Upcoming Changes

IDAES will be switching to the new Pyomo solver interface in the next release. Whilst this will hopefully be a smooth transition for most users, there are a few important changes to be aware of.
The new solver interface uses a different version of the IPOPT writer (“ipopt_v2”) and thus any custom configuration options you might have set for IPOPT will not carry over and will need to be reset.
By default, the new Pyomo linear presolver will be activated with ipopt_v2. Whilst are working to identify any bugs in the presolver, it is possible that some edge cases will remain.
IDAES will begin deploying a new set of scaling tools and APIs over the next few releases that make use of the new solver writers.
The old scaling tools and APIs will remain for backward compatibility but will begin to be deprecated.

New Models, Tools and Features

New diagnostics check for near-parallel variables and constraints.
New diagnostics tools for identifying causes of infeasibility in models.
New example for creating a custom model of a liquid-liquid extractor unit operation.

Bug Fixes

Fixed bug in Gibbs reactor that caused it to appear to have additional spurious degrees of freedom.
Fixed bug in the Modular Property Framework that would cause errors when trying to use phase-based material balances with phase equilibria.
Fixed bug in Modular Properties Framework that caused errors when initializing models with non-vapor-liquid phase equilibria.

Testing and Robustness

Deployed the IDAES Diagnostics Toolbox to confirm that there are no structural or numerical issues in the core model libraries.
Additional robustness tests for core model, and some associated improvements in the converge tester class.
Fixed a number of issues that were causing unexpected warnings to be emitted during testing.

Deprecations and Removals

Removed examples for RIPE tool which has not been supported for a number of releases.
DOI: 10.15468/dl.gjrbf6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Anaxyrus americanus (Holbrook, 1836))",
 "Country is one of (Åland Islands, Albania, Andorra, Austria, Belarus, Belgium, Bosnia and Herzegovina, Bulgaria, Croatia, Czechia, Denmark, Estonia, Faroe Islands, Finland, France, Germany, Gibraltar, Greece, Guernsey, Holy See, Hungary, Iceland, Ireland, Isle of Man, Italy, Jersey, Latvia, Liechtenstein, Lithuania, Luxembourg, Malta, Moldova, Republic of, Monaco, Montenegro, Netherlands, North Macedonia, Norway, Poland, Portugal, Romania, Russian Federation, San Marino, Serbia, Slovakia, Slovenia, Spain, Svalbard and Jan Mayen, Sweden, Switzerland, Ukraine, United Kingdom of Great Britain and Northern Ireland)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020782-250525065834625/datasets/export for details.
DOI: 10.15468/dl.8z98rr
title: Occurrence Download

description: A dataset containing 4823 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cladonia rangiferina (L.) Weber ex F.H.Wigg.",
 "Country is Norway"
 ]
}

 The dataset includes 4823 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020783-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qpyfj9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Glaucomys sabrinus (Shaw, 1801))",
 "Country is one of (Anguilla, Antigua and Barbuda, Argentina, Aruba, Bahamas, Barbados, Belize, Bolivia (Plurinational State of), Bonaire, Sint Eustatius and Saba, Bouvet Island, Brazil, Cayman Islands, Chile, Colombia, Costa Rica, Cuba, Curaçao, Dominica, Dominican Republic, Ecuador, El Salvador, Falkland Islands (Malvinas), French Guiana, Grenada, Guadeloupe, Guatemala, Guyana, Haiti, Honduras, Jamaica, Martinique, Mexico, Montserrat, Nicaragua, Panama, Paraguay, Peru, Puerto Rico, Saint Barthélemy, Saint Kitts and Nevis, Saint Lucia, Saint Martin (French part), Saint Vincent and the Grenadines, Sint Maarten (Dutch part), South Georgia and the South Sandwich Islands, Suriname, Trinidad and Tobago, Turks and Caicos Islands, Uruguay, Venezuela (Bolivarian Republic of), Virgin Islands (British), Virgin Islands (U.S.))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020785-250525065834625/datasets/export for details.
DOI: 10.15468/dl.bhwvsb
title: Occurrence Download

description: A dataset containing 900 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Glaucomys sabrinus (Shaw, 1801))",
 "Country is one of (Bermuda, Canada, Greenland, Saint Pierre and Miquelon, United States of America)"
 ]
}

 The dataset includes 900 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020786-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kwqgpa
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Glaucomys sabrinus (Shaw, 1801))",
 "Country is one of (Afghanistan, Armenia, Azerbaijan, Bahrain, Bangladesh, Bhutan, Brunei Darussalam, Cambodia, China, Cyprus, Georgia, Hong Kong, India, Indonesia, Iran (Islamic Republic of), Iraq, Israel, Japan, Jordan, Kazakhstan, Korea (Democratic People’s Republic of), Korea, Republic of, Kuwait, Kyrgyzstan, Lao People’s Democratic Republic, Lebanon, Macao, Malaysia, Maldives, Mongolia, Myanmar, Nepal, Oman, Pakistan, Palestine, State of, Philippines, Qatar, Saudi Arabia, Singapore, Sri Lanka, Syrian Arab Republic, Tajikistan, Thailand, Timor-Leste, Türkiye, Turkmenistan, United Arab Emirates, Uzbekistan, Viet Nam, Yemen)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020784-250525065834625/datasets/export for details.
DOI: 10.15468/dl.96ephk
title: Occurrence Download

description: A dataset containing 4823 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Cladonia rangiferina (L.) Weber ex F.H.Wigg.",
 "Country is Norway"
 ]
}

 The dataset includes 4823 records from 41 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020787-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15595125
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250604r Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250604r Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.5281/zenodo.15595126
title: Submitted Galaxy Scores to the Gravitational Wave Treasure Map for event MS250604r Preliminary

description: Attached in a .json file is the ranked galaxy information within the contour region of the EM counterpart search associated with the gravitational wave event MS250604r Preliminary. A reference to these calculations can be found here: https://ui.adsabs.harvard.edu/abs/2017ApJ...848L..33A/abstract
DOI: 10.5281/zenodo.15594484
title: Fixation crops and saccade coordinates for Nortmann, Sulewski & Kietzmann (2025)

description: This dataset contains fixation crops and corresponding saccade coordinates derived from the MS-COCO dataset (Lin et al., 2014) using DeepGaze III (Kümmerer et al., 2022) predictions. The data was used in the study "Predictive remapping and allocentric coding as consequences of energy efficiency in recurrent neural network models of active vision" (Nortmann, Sulewski & Kietzmann, 2025) to train recurrent neural networks on human-like saccadic eye movement patterns. 
description: Original MS-COCO images processed with DeepGaze III fixation predictions. File format: HDF5 (.h5) Usage: This dataset can be used to replicate the experiments in the associated paper. Refer to the project's GitHub repository for instructions on how to use the data.For more details, please refer to the paper:Nortmann, T., Sulewski, P., & Kietzmann, T. C. (2025). Predictive remapping and allocentric coding as consequences of energy efficiency in recurrent neural network models of active vision. bioRxiv, 2025-05.
DOI: 10.5281/zenodo.15594485
title: Fixation crops and saccade coordinates for Nortmann, Sulewski & Kietzmann (2025)

description: This dataset contains fixation crops and corresponding saccade coordinates derived from the MS-COCO dataset (Lin et al., 2014) using DeepGaze III (Kümmerer et al., 2022) predictions. The data was used in the study "Predictive remapping and allocentric coding as consequences of energy efficiency in recurrent neural network models of active vision" (Nortmann, Sulewski & Kietzmann, 2025) to train recurrent neural networks on human-like saccadic eye movement patterns. 
description: Original MS-COCO images processed with DeepGaze III fixation predictions. File format: HDF5 (.h5) Usage: This dataset can be used to replicate the experiments in the associated paper. Refer to the project's GitHub repository for instructions on how to use the data.For more details, please refer to the paper:Nortmann, T., Sulewski, P., & Kietzmann, T. C. (2025). Predictive remapping and allocentric coding as consequences of energy efficiency in recurrent neural network models of active vision. bioRxiv, 2025-05.
DOI: 10.5281/zenodo.15595107
title: "THE ROLE AND IMPORTANCE OF SIMULATION TECHNOLOGIES IN THE EDUCATIONAL SYSTEM OF THE MEDICAL FACULTY"

description: Relevance Nowdays, great attention is paid to improving the quality and efficiency of medical care for the population in the Republic of Uzbekistan.

The most common causes of conflict between patients and healthcare professionals in practical healthcare are insufficient practical skills in performing medical procedures - diagnostics and treatment, and violations of deontology and ethics in communicating with patients and their relatives.
DOI: 10.5281/zenodo.15595108
title: "THE ROLE AND IMPORTANCE OF SIMULATION TECHNOLOGIES IN THE EDUCATIONAL SYSTEM OF THE MEDICAL FACULTY"

description: Relevance Nowdays, great attention is paid to improving the quality and efficiency of medical care for the population in the Republic of Uzbekistan.

The most common causes of conflict between patients and healthcare professionals in practical healthcare are insufficient practical skills in performing medical procedures - diagnostics and treatment, and violations of deontology and ethics in communicating with patients and their relatives.
DOI: 10.17605/osf.io/sb36x
title: The women's executions project

description: A website that contains an identity-informed dataset encompassing executions of women in the United States from the 1600s to the current day
DOI: 10.15468/dl.nbme3h
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Glaucomys sabrinus (Shaw, 1801))",
 "Country is one of (American Samoa, Australia, Christmas Island, Cocos (Keeling) Islands, Cook Islands, Fiji, French Polynesia, Guam, Heard Island and McDonald Islands, Kiribati, Marshall Islands, Micronesia (Federated States of), Nauru, New Caledonia, New Zealand, Niue, Norfolk Island, Northern Mariana Islands, Palau, Papua New Guinea, Pitcairn, Samoa, Solomon Islands, Tokelau, Tonga, Tuvalu, United States Minor Outlying Islands, Vanuatu, Wallis and Futuna)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020789-250525065834625/datasets/export for details.
DOI: 10.15468/dl.4y8raw
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Glaucomys sabrinus (Shaw, 1801))",
 "Country is one of (Algeria, Angola, Benin, Botswana, British Indian Ocean Territory, Burkina Faso, Burundi, Cabo Verde, Cameroon, Central African Republic, Chad, Comoros, Congo, Congo, Democratic Republic of the, Côte d’Ivoire, Djibouti, Egypt, Equatorial Guinea, Eritrea, Eswatini, Ethiopia, French Southern Territories, Gabon, Gambia, Ghana, Guinea, Guinea-Bissau, Kenya, Lesotho, Liberia, Libya, Madagascar, Malawi, Mali, Mauritania, Mauritius, Mayotte, Morocco, Mozambique, Namibia, Niger, Nigeria, Réunion, Rwanda, Saint Helena, Ascension and Tristan da Cunha, Sao Tome and Principe, Senegal, Seychelles, Sierra Leone, Somalia, South Africa, South Sudan, Sudan, Tanzania, United Republic of, Togo, Tunisia, Uganda, Western Sahara, Zambia, Zimbabwe)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020788-250525065834625/datasets/export for details.
DOI: 10.15468/dl.6vencg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "BasisOfRecord is one of (Human Observation, Machine Observation, Occurrence evidence, Observation)",
 "TaxonKey is one of (Glaucomys sabrinus (Shaw, 1801))",
 "Country is one of (Åland Islands, Albania, Andorra, Austria, Belarus, Belgium, Bosnia and Herzegovina, Bulgaria, Croatia, Czechia, Denmark, Estonia, Faroe Islands, Finland, France, Germany, Gibraltar, Greece, Guernsey, Holy See, Hungary, Iceland, Ireland, Isle of Man, Italy, Jersey, Latvia, Liechtenstein, Lithuania, Luxembourg, Malta, Moldova, Republic of, Monaco, Montenegro, Netherlands, North Macedonia, Norway, Poland, Portugal, Romania, Russian Federation, San Marino, Serbia, Slovakia, Slovenia, Spain, Svalbard and Jan Mayen, Sweden, Switzerland, Ukraine, United Kingdom of Great Britain and Northern Ireland)"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0020790-250525065834625/datasets/export for details.
DOI: 10.7298/sjdk-8272
title: Seismic travel-time data from: Illuminating structural variability of the East Aleutian plate interface from local and teleseismic P-to-S converted waves

description: These files contain picked arrival times and file descriptions for the P-to-S conversions as described in Daly et al., Illuminating structural variability of the East Aleutian plate interface from local and teleseismic P-to-S converted waves, J. Geophys. Res., 2025. The observations are travel times for local earthquakes to local stations where mode-converted secondary arrivals were observed, explained as P-to-S (PS) conversions. Those conversions appear as strong S-polarized arrivals between the P and S phases, for earthquakes generally more than 40 km deep and paths of several tens to a couple hundred kilometers. The conversions take place near the top of the subducting Pacific Plate, so form evidence for plate structure and geometry. That publication documents the methodology and results; these data are used to make Figures 3, 4, 7, 8 and 11. Earthquake locations are from the "AACSE" dataset described in Ruppert et al. (2023), and station locations match those in the Supplemental Tables of the published paper.