cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.pxqup4
title: Occurrence Download

description: A dataset containing 3368 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Lexias pardalis"
 ]
}

 The dataset includes 3368 records from 30 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0055406-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57702/4zj6jxln
title: Higgs Dataset

description: The Higgs dataset contains information about particle physics experiments.
DOI: 10.57702/r66aliws
title: PIM Dataset

description: The dataset used in this paper for passive intermodulation (PIM) modeling and digital cancellation in FDD transceivers.
DOI: 10.57702/4e2edrom
title: Z-icl: Zero-shot in-context learning with pseudo-demonstrations

description: This survey concentrates on few-shots In-Context Learning (ICL) using retrieved examples for large language models, a key aspect of Retrieval-Augmented Generation (RAG).
DOI: 10.57702/7jfuqnxz
title: Fairness-guided few-shot prompting for large language models

description: This survey concentrates on few-shots In-Context Learning (ICL) using retrieved examples for large language models, a key aspect of Retrieval-Augmented Generation (RAG).
DOI: 10.57702/xztv73kg
title: MSD Liver Segmentation

description: The dataset used for the federated learning experiment for semantic medical image segmentation.
DOI: 10.57702/yi04zbro
title: Predictive Process Monitoring Dataset

description: The dataset used in the paper is a predictive process monitoring dataset, containing information about production activities, product specifications, and worker information.
DOI: 10.57702/qzryujkv
title: Gist

description: The dataset used in this paper for approximate nearest neighbor search.
DOI: 10.57702/h32xqjfp
title: SciMT-Safety

description: The SciMT-Safety dataset is a benchmark for evaluating the safety of AI systems in science. It consists of hundreds of refined red-teaming queries that span the fields of chemistry and biology.
DOI: 10.57702/z5sucado
title: Fairness Certification for Natural Language Processing and Large Language Models

description: The dataset used in the paper is a large corpus of text data, which is used to train and evaluate natural language processing models.
DOI: 10.57702/o73dlpww
title: Single-cell RNA sequencing dataset for human primordial germ cells

description: The dataset used in this paper is a single-cell RNA sequencing dataset for 149 human primordial germ cells ranging from 4 weeks to 19 weeks old.
DOI: 10.57702/0k96qeue
title: FMNet: Latent Feature-wise Mapping Network for Cleaning up Noisy Micro-Doppler Spectrogram

description: Micro-Doppler spectrograms (µ-DS) express target motion and micro-motion characteristics in the time-frequency domain and has been extensively used in many applications; from people counting and human motion classification, to hand gesture and drone recognition.
DOI: 10.6073/pasta/942a5a981e6e986c5fa1a9a9cd2eb8b7
title: Groundwater, soil moisture, light and weather data in Brownsville forest, Nassawadox, VA, 2019-2022

description: This dataset includes groundwater, soil moisture, weather and light data collected in six study sites in the Brownsville forested area (VA). In particular, sites H5 and H7 characterize the high forest where healthy Pinus taeda dominate, sites L1 and L6 characterize the low forest, where barren or dead Pinus taeda are present and sites M1 and M2 characterize the medium forest, representing transition between high and low forest. Data collection, started in January 2019, is done for VCR-LTER and CCZN (Coastal Critical Zone Network) long term projects. CTD-Diver are used to measure groundwater pressure, specific conductance and temperature. They hang from a cable in six wells, one for each study site. Water pressure is compensated using barometric pressure data collected by the weather station nearby. Water levels are georeferenced to NAVD 88. One soil moisture sensor for each site is placed 7-10 cm below the ground surface to detect water content, specific conductance and temperature of the first soil layer. A weather station is installed in M1 to collect solar, wind, precipitation and atmospheric pressure data. 
 This material is based upon work supported by the National Science Foundation under Grant No. 2012322, Collaborative Research: Network Cluster: The Coastal Critical Zone: Processes that transform landscapes and fluxes between land and sea.
DOI: 10.57702/n4hjs7e1
title: SimHumalator: An open source WiFi based passive radar human simulator for activity recognition

description: SimHumalator is an open source WiFi based passive radar human simulator for activity recognition.
DOI: 10.6073/pasta/f5d6779021676538649c445dc3a4fbf7
title: Forest Transition Experiment - Vegetation Monitoring on a Coastal Virginia Forest, 2019-2021

description: This dataset contains data on vegetation (shrubs, trees, non-woody vegetation, seedlings and Phragmites occurrence in permanent plots at the Brownsville Forest near Nassawadox, VA.
DOI: 10.6073/pasta/3d24e9016862e74f7e7b56b991e67925
title: Hourly Meteorological Data for the Virginia Coast Reserve LTER 1989-present

description: Data from VCR/LTER meteorological stations is listed in comma-separated-value (CSV) files by year. A combined file for all years is also available, sorted by station, date and time, however, unlike the annual files, this combined file is too large for most spreadsheets to handle. A compressed copy of all the .CSV files is included in a single .ZIP file for users who wish to conveniently download a copy of all the data.
DOI: 10.57702/nac38jet
title: Oil Filter Clogging Data

description: Oil filter clogging data
DOI: 10.57702/9nnoi4lq
title: ImageNet, CSAIL Places, and COWC

description: The dataset used in the paper is ImageNet, CSAIL Places, and COWC.
DOI: 10.57702/wtndrudq
title: SQLFlow: A Bridge between SQL and Machine Learning

description: Industrial AI systems are mostly end-to-end machine learning (ML) workflows. A typical recommendation or business intelligence system includes many online micro-services and offline jobs. We describe SQLFlow for developing such workflows efficiently in SQL.
DOI: 10.57702/cgdgmq9a
title: CROVIA: Seeing Drone Scenes from Car Perspective via Cross-View Adaptation

description: Semantic scene segmentation of urban scenes captured from the Unmanned Aerial Vehicles (UAV) perspective plays a vital role in building a perception model for UAV.
DOI: 10.57702/asklsp83
title: SYNTHIA: A synthetic segmentation dataset for urban scenes

description: Semantic scene segmentation of urban scenes captured from the Unmanned Aerial Vehicles (UAV) perspective plays a vital role in building a perception model for UAV.
DOI: 10.57702/okiera2q
title: GTA5: A synthetic dataset for urban scenes

description: Semantic scene segmentation of urban scenes captured from the Unmanned Aerial Vehicles (UAV) perspective plays a vital role in building a perception model for UAV.
DOI: 10.57702/c9djmc9n
title: Generalized Assorted Pixel Camera

description: Generalized Assorted Pixel Camera
DOI: 10.57702/wei9f7yq
title: E. coli adaptation model

description: The dataset used in the research paper on stochastic thermodynamic limit on E. coli adaptation by Information geometric approach
DOI: 10.57702/jzgetcue
title: Numerical simulation data

description: The dataset used in the research paper on stochastic thermodynamic limit on E. coli adaptation by Information geometric approach
DOI: 10.57702/eqjp0lzn
title: Multistage Optimization Problem with Auxiliary Data

description: The dataset used in the paper is a multistage optimization problem with auxiliary data. It is a finite-horizon multistage optimization problem under uncertainty in the presence of auxiliary covariates.
DOI: 10.6073/pasta/efbce8f3620ad679dd04c5037d779f10
title: North Temperate Lakes LTER: Ice Duration - Trout Lake Area 1981 - current

description: Data includes day of freeze-up and thaw dates of seven northern primary lakes (Allequash, Big Muskellunge, Crystal, Sparkling, Trout, Crystal Bog, and Trout Bog). Observations are made approximately every other day during times of freeze and thaw. A lake is considered ice covered when the sampling station (the deepest part of the lake) is ice covered. The lake is considered thawed when it is possible to drive a boat from the boat landing to the sampling station without encountering ice. 
 The ice duration is the number of days during the winter season that the lake surface was frozen. This is calculated using the average date of ‘lastopen’ and ‘ice_on’ for freeze-up, and the average date of ‘lastice’ and ‘ice_off’ for the thaw. The average is rounded forward. A few early years do not have all four dates so duration in those cases use whatever dates are available. The ‘comments’ column notes the dates when multiple freeze/thaws occurred during the winter.
 Sampling Frequency: annually. Number of sites: 7.
DOI: 10.57702/to1b7i97
title: The Large Margin Mechanism for Diﬀerentially Private Maximization

description: The dataset used in the paper is a sensitive dataset D ⊆ X, where X is a universe of K items to choose from, and f (i, D) is a data-dependent function.
DOI: 10.57702/b251xgz3
title: CMATERdb 3.1.2

description: The proposed genetic algorithm based approach is tested on three publicly available multiple datasets of Bangla scripts.
DOI: 10.57702/4uauqiw5
title: CMATERdb 3.1.3

description: The proposed genetic algorithm based approach is tested on three publicly available multiple datasets of Bangla scripts.
DOI: 10.57702/kngvq0er
title: Human Connectome Project (HCP) data

description: Human brain is a massive information generation and processing machine. Studying the information flow may provide unique insight into brain function and brain diseases. We present here a tool for mapping the regional information flow in the entire brain using fMRI.
DOI: 10.57702/xsc37f4q
title: U.S. GNP Growth Rate Dataset

description: The dataset consists of the growth rate of real U.S. GNP.
DOI: 10.57702/2pczhyvb
title: Order Flow Dataset

description: The dataset consists of the order flow data of Microsoft Corp. (MSFT) and Tesla Inc. (TSLA).
DOI: 10.57702/bc73skc4
title: Synthetic data enable experiments in atomistic machine learning

description: A synthetic dataset of atomic energies for diﬀerent categories of carbon environments, generated using an existing ML potential model.
DOI: 10.57702/5bw9yuyp
title: Lotka-Volterra, Glycolytic Oscillator, and Gray-Scott problems

description: The dataset used in the paper is a collection of trajectories from different environments, each with its own set of parameters.
DOI: 10.57702/q73oktal
title: Simple Pendulum (SP) problem

description: The dataset used in the paper is a collection of trajectories from different environments, each with its own set of parameters.
DOI: 10.57702/2313nl6q
title: Survey of income and program participation (SIPP)

description: Survey of income and program participation (SIPP) dataset
DOI: 10.57702/2nnzueg1
title: National longitudinal survey of youth (NLSY)

description: National longitudinal survey of youth (NLSY) dataset
DOI: 10.57702/9uts0fhd
title: Alipay, Tmall, and Alimama

description: The dataset used in the paper is Alipay, Tmall, and Alimama. These datasets are used for click-through rate (CTR) prediction. The datasets contain user and item features, as well as user behavior sequences.
DOI: 10.57702/gihfpprw
title: Alimama

description: The dataset used in the paper is Alipay, Tmall, and Alimama. These datasets are used for click-through rate (CTR) prediction. The datasets contain user and item features, as well as user behavior sequences.
DOI: 10.57702/o5pr77vq
title: CL4AC: A CONTRASTIVE LOSS FOR AUDIO CAPTIONING

description: Automated Audio captioning (AAC) is a cross-modal translation task that aims to use natural language to describe the content of an audio clip.
DOI: 10.57702/x1lo67up
title: SemEval-2023 Task 10: Explainable Detection of Online Sexism

description: The dataset used for the SemEval-2023 Task 10: Explainable Detection of Online Sexism (EDOS) task, a shared task on offensive language (sexism) detection on English Gab and Reddit dataset.
DOI: 10.57702/pmh70jjs
title: Waseem and Hovy (2016) dataset

description: A dataset of 16,000 tweets, of which 3,383 tweets were sexist.
DOI: 10.15468/dl.ttfcq2
title: Occurrence Download

description: A dataset containing 39 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is ARG.6_1",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Sarkidiornis sylvicola"
 ]
}

 The dataset includes 39 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062401-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17288966
title: In-Silico Validation of AI-Designed Conformer-Specific Binders Targeting PrPSc

description: This dataset documents the in-silico validation and design pipeline for conformer-specific therapeutic binders targeting the pathogenic prion protein isoform (PrP^Sc) in prion diseases.

The project integrates cryo-EM structural data, AI-based binder design (AlphaFold-Multimer, RFdiffusion, ProteinMPNN), Rosetta energy evaluation, and translational delivery feasibility using lipid nanoparticles (LNPs) and focused ultrasound (FUS).

 

Using conserved structural motifs of PrP^Sc (residues 90–230), multiple synthetic binder scaffolds were generated and optimized for binding affinity, structural stability, and diagnostic potential.

Docking and energy analysis with Rosetta InterfaceAnalyzer predicted nanomolar-range affinities (ΔG ≈ –12 to –15 kcal mol⁻¹).

Diagnostic fusion modeling demonstrated that luciferase or fluorescent tags can be incorporated without interfering with binding geometry, enabling a unified “diagnose–image–target–treat” paradigm for neuroproteinopathies.

 

The dataset includes AlphaFold-predicted complexes (.pdb, .json), Rosetta scoring outputs, design scripts, SHA-256 hash verification files, and an authorship record establishing computational provenance.

All computations were performed between April–October 2025 on publicly available prion structures (PDB 6LNI, 6UUR, 7DWV).

 

This framework provides a reproducible, AI-driven blueprint for developing high-affinity, conformation-specific protein binders with translational potential across prion, tau, α-synuclein, and Huntington’s-like proteinopathies.

 
description: All computational predictions were performed using AlphaFold-Multimer v2.3 (DeepMind, 2024), RFdiffusion v1.2 (Baker Lab, 2024), ProteinMPNN (2024), and RosettaDock v3.14.

Cryo-EM reference structures: PDB 6UUR, 6LNI, 7DWV, 7LNA.

Hardware: NVIDIA A100 GPU, Ubuntu 22.04.

Dataset archived on Zenodo for transparent verification.

Digital file integrity verified via SHA-256 hash (see authorship_record.txt).

License: CC-BY-4.0 (Open Access).
DOI: 10.5281/zenodo.17297905
title: In-Silico Validation of AI-Designed Conformer-Specific Binders Targeting PrPSc

description: This dataset documents the in-silico validation and design pipeline for conformer-specific therapeutic binders targeting the pathogenic prion protein isoform (PrP^Sc) in prion diseases.

The project integrates cryo-EM structural data, AI-based binder design (AlphaFold-Multimer, RFdiffusion, ProteinMPNN), Rosetta energy evaluation, and translational delivery feasibility using lipid nanoparticles (LNPs) and focused ultrasound (FUS).

 

Using conserved structural motifs of PrP^Sc (residues 90–230), multiple synthetic binder scaffolds were generated and optimized for binding affinity, structural stability, and diagnostic potential.

Docking and energy analysis with Rosetta InterfaceAnalyzer predicted nanomolar-range affinities (ΔG ≈ –12 to –15 kcal mol⁻¹).

Diagnostic fusion modeling demonstrated that luciferase or fluorescent tags can be incorporated without interfering with binding geometry, enabling a unified “diagnose–image–target–treat” paradigm for neuroproteinopathies.

 

The dataset includes AlphaFold-predicted complexes (.pdb, .json), Rosetta scoring outputs, design scripts, SHA-256 hash verification files, and an authorship record establishing computational provenance.

All computations were performed between April–October 2025 on publicly available prion structures (PDB 6LNI, 6UUR, 7DWV).

 

This framework provides a reproducible, AI-driven blueprint for developing high-affinity, conformation-specific protein binders with translational potential across prion, tau, α-synuclein, and Huntington’s-like proteinopathies.

 
description: All computational predictions were performed using AlphaFold-Multimer v2.3 (DeepMind, 2024), RFdiffusion v1.2 (Baker Lab, 2024), ProteinMPNN (2024), and RosettaDock v3.14.

Cryo-EM reference structures: PDB 6UUR, 6LNI, 7DWV, 7LNA.

Hardware: NVIDIA A100 GPU, Ubuntu 22.04.

Dataset archived on Zenodo for transparent verification.

Digital file integrity verified via SHA-256 hash (see authorship_record.txt).

License: CC-BY-4.0 (Open Access).
DOI: 10.15468/dl.gencj3
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0008069-190813142620410/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sdapr1
title: Occurrence Download

description: A dataset containing 8 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 8 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0000792-171219132708484/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.off9h4
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is (Table 1) Proportion of Toxoplasma gondii seropositive arctic foxes (Alopex lagopus) by age group and geographic area"
 ]
}

 The dataset includes 32 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0046778-180508205500799/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.qhwywi
title: Occurrence Download

description: A dataset containing 327163521 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "Country is United States of America",
 {
 "or" : [
 "Issue is Coordinate rounded",
 "Issue is Geodetic datum assumed WGS84",
 "Issue is Coordinate reprojected",
 "Issue is Country derived from coordinates"
 ]
 },
 "TaxonKey is Aves"
 ]
}

 The dataset includes 327163521 records from 23 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0006007-190918142434337/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5pncak
title: Occurrence Download

description: A dataset containing 1678631782 species occurrences available in GBIF matching the query:
{ }

 The dataset includes 1678631782 records from 19380 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0007082-180412121330197/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.17469819
title: Abfallmengen von Backwaren /

description: Sample preview of Abfallmengen von Backwaren /. Full dataset available at https://buy.stripe.com/28E9AS56HeTj14O01d0cs0n
DOI: 10.5281/zenodo.17469820
title: Abfallmengen von Backwaren /

description: Sample preview of Abfallmengen von Backwaren /. Full dataset available at https://buy.stripe.com/28E9AS56HeTj14O01d0cs0n
DOI: 10.6084/m9.figshare.12616799
title: Supporting Data for "Does scientific interest in the nature impacts of food align with consumer information-seeking behavior?" (Tulloch et al. 2020, Earth's Future)

description: Data from Google Trends and Web of Science support generalized linear models (GLM) to evaluate trends over time in public and scientific attention to different environmental impacts of agri-food systems over time.The trends in relative volume of public Google queries were compared to trends in the number of scientific articles from Web of Science related to agri-food systems (agricultural production or food) and three major impacts: chemical pollution, greenhouse gas emissions or biodiversity loss.<br><br>
DOI: 10.6084/m9.figshare.12616799.v1
title: Supporting Data for "Does scientific interest in the nature impacts of food align with consumer information-seeking behavior?" (Tulloch et al. 2020, Earth's Future)

description: Data from Google Trends and Web of Science support generalized linear models (GLM) to evaluate trends over time in public and scientific attention to different environmental impacts of agri-food systems over time.The trends in relative volume of public Google queries were compared to trends in the number of scientific articles from Web of Science related to agri-food systems (agricultural production or food) and three major impacts: chemical pollution, greenhouse gas emissions or biodiversity loss.<br><br>
DOI: 10.15468/dl.ancj9q
title: Occurrence Download

description: A dataset containing 255906 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Human Observation, Specimen, Material citation)",
 "Continent is one of (North America, South America)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Issue is one of (Coordinate rounded, Geodetic datum assumed WGS84, Coordinate reprojected)",
 "OccurrenceStatus is Present",
 "TaxonKey is Anolis"
 ]
}

 The dataset includes 255906 records from 346 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005628-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.p9hq2c
title: Occurrence Download

description: A dataset containing 1478 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Anthomyia punctipennis"
 ]
}

 The dataset includes 1478 records from 15 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005636-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6p8hzy
title: Occurrence Download

description: A dataset containing 612216 species occurrences available in GBIF matching the query:
{
 "and" : [
 "SpeciesKey is Danaus plexippus",
 "Country is United States of America"
 ]
}

 The dataset includes 612216 records from 110 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005629-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3nb6n9
title: Occurrence Download

description: A dataset containing 1387 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Symplecta pilipes"
 ]
}

 The dataset includes 1387 records from 77 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005637-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.