cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5282/ubm/data.615
title: Supplementary data: Numerically efficient quasi-adiabatic propagator path integral approach with two independent non-commuting baths

description: This dataset contains the simulation data presented in the paper "Numerically efficient quasi-adiabatic propagator path integral approach with two independent non-commuting baths".

Path integral methods, like the quasi-adiabatic propagator path integral (QUAPI), are widely used in general-purpose and highly accurate numerical benchmark simulations of open quantum systems, particularly in regimes inaccessible to perturbative methods. Nevertheless, the applicability of the QUAPI method to realistic systems of interest is restricted by the exponentially growing computer memory requirements with respect to the size of the quantum system and the time range of non-Markovian correlation effects. This exponential “wall” becomes even more severe for multiple non-commuting fluctuating environments. In the present work, we address the numerical efficiency and accuracy of approximations that have been introduced for the QUAPI method with a single general environment, for the case of two independent non-commuting environments where one of them is considered as a pure dephasing environment. Specifically, we consider a sharply defined cut-off of the memory time, path filtering and mask assisted coarse graining of influence functional coefficients (MACGIC-QUAPI) as approximations. We demonstrate that commonly applied numerical techniques such as path filtering cannot be straightforwardly transferred to the two-bath case even in the weak-coupling and quasi-Markovian limits. On the other hand, the sharply defined memory cut-off can be accurately handled with the mask assisted coarse graining approach. Our findings demonstrate that if system coupling operators to different baths do not commute, the additive nature of the statistically independent environments may be misleading. Particularly, the quasi-Markovian nature of a pure dephasing bath is lost, once there simultaneously exists another non-commuting source of fluctuations.

Data to: 
R. Ovcharenko and B. P. Fingerhut, Numerically efficient quasi-adiabatic propagator path integral approach with two independent non-commuting baths, submitted to J. Chem. Phys. (2025) 
Available under: https://doi.org/10.48550/arXiv.2503.21693
DOI: 10.15468/dl.8ztw73
title: Occurrence Download

description: A dataset containing 450926 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "DatasetKey is iNaturalist Research-grade Observations",
 "License is CC-BY-NC 4.0",
 "OccurrenceStatus is Present",
 "Year 2000-2025"
 ]
}

 The dataset includes 450926 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017189-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.vvvcxa
title: Occurrence Download

description: A dataset containing 32 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Sus scrofa ussuricus Heude, 1888"
 ]
}

 The dataset includes 32 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017197-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15576039
title: Catechin Attenuates cadmium-induced female reproductive toxicity via gut-systemic-reproductive axis

description: Cadmium (Cd) is an extremely dangerous heavy metal widely present in our environment. Catechins, a class of phenolic active substances extracted from natural plants such as tea, have been proven to have strong antioxidant activity and free radical scavenging ability. This study aimed to elucidate the potential mechanism of catechin alleviating Cd-induced female reproductive toxicity in mice. Twenty-four mice were randomly divided into four groups: control group, Cd group, Catechin group, and Cd + Catechin group. The results showed that catechins supplementation alleviated the adverse impact of Cd on antioxidant enzymes and sex hormones.

In addition to raw data on mouse ovary transcriptomics, serum metabolomics and fecal metabolomics, information on mentioned in the manuscript are provided here.
DOI: 10.5281/zenodo.15576040
title: Catechin Attenuates cadmium-induced female reproductive toxicity via gut-systemic-reproductive axis

description: Cadmium (Cd) is an extremely dangerous heavy metal widely present in our environment. Catechins, a class of phenolic active substances extracted from natural plants such as tea, have been proven to have strong antioxidant activity and free radical scavenging ability. This study aimed to elucidate the potential mechanism of catechin alleviating Cd-induced female reproductive toxicity in mice. Twenty-four mice were randomly divided into four groups: control group, Cd group, Catechin group, and Cd + Catechin group. The results showed that catechins supplementation alleviated the adverse impact of Cd on antioxidant enzymes and sex hormones.

In addition to raw data on mouse ovary transcriptomics, serum metabolomics and fecal metabolomics, information on mentioned in the manuscript are provided here.
DOI: 10.15468/dl.ft8vtu
title: Occurrence Download

description: A dataset containing 472645 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "DatasetKey is iNaturalist Research-grade Observations",
 "License is one of (CC-BY-NC 4.0, CC-BY 4.0, CC0 1.0)",
 "OccurrenceStatus is Present",
 "Year 2000-2025"
 ]
}

 The dataset includes 472645 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0017193-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.36262
title: VSM loop for the Fe3O4-Pd nanoparticles
title: VSM loop for the Fe3O4-Pd nanoparticles

description: A saturation magnetisation of ~58 emu/g, as depicted in the hysteresis loop for Fe₃O₄-Pd nanoparticles, indicates strong magnetization. Both the low remanence (∼0.5 emu/g) and low coercivity (∼10 Oe) suggest soft magnetic or superparamagnetic characteristics; they will be easily magnetised and demagnetised. Those characteristics make these nanoparticles very suitable for biomedical applications such as drug delivery and MRI in which fast and reversible magnetic variations are necessary.
description: A saturation magnetisation of ~58 emu/g, as depicted in the hysteresis loop for Fe₃O₄-Pd nanoparticles, indicates strong magnetization. Both the low remanence (∼0.5 emu/g) and low coercivity (∼10 Oe) suggest soft magnetic or superparamagnetic characteristics; they will be easily magnetised and demagnetised. Those characteristics make these nanoparticles very suitable for biomedical applications such as drug delivery and MRI in which fast and reversible magnetic variations are necessary.
DOI: 10.57760/sciencedb.36261
title: XRD pattern for Fe3O4-Pd nanoparticles
title: XRD pattern for Fe3O4-Pd nanoparticles

description: The provided XRD in Figure 3 lists several diffraction peaks with their corresponding 2θ values (35.43, 62.52, 30.05, 46.20, 56.95, 40.06, 17.84, 53.28, 68.49°). These peaks are assigned to specific crystallographic planes of Fe₃O₄ and Pd. For Fe₃O₄, the characteristic diffraction peaks typically correspond to a face-centered cubic (fcc) spinel structure. The presence of peaks at 17.84°, 30.05°, 35.43°, 46.20°, 53.28°, 56.95°, and 62.52° can be indexed to the (111), (220), (311), (400), (422), (511), and (440) planes of Fe₃O₄, respectively, confirming the crystalline nature of magnetite [27]. The peaks at 40.06° and 68.49° are assigned to Pd (111) and Pd (220) planes, respectively, indicating the presence of crystalline palladium [28]. The co-existence of both Fe₃O₄ and Pd peaks suggests the formation of a composite material. The data in Table 1 was used to calculate the particle sizes for each peak, which are derived using the Scherrer equation. The average particle size was equal to 10.88 nm.
description: The provided XRD in Figure 3 lists several diffraction peaks with their corresponding 2θ values (35.43, 62.52, 30.05, 46.20, 56.95, 40.06, 17.84, 53.28, 68.49°). These peaks are assigned to specific crystallographic planes of Fe₃O₄ and Pd. For Fe₃O₄, the characteristic diffraction peaks typically correspond to a face-centered cubic (fcc) spinel structure. The presence of peaks at 17.84°, 30.05°, 35.43°, 46.20°, 53.28°, 56.95°, and 62.52° can be indexed to the (111), (220), (311), (400), (422), (511), and (440) planes of Fe₃O₄, respectively, confirming the crystalline nature of magnetite [27]. The peaks at 40.06° and 68.49° are assigned to Pd (111) and Pd (220) planes, respectively, indicating the presence of crystalline palladium [28]. The co-existence of both Fe₃O₄ and Pd peaks suggests the formation of a composite material. The data in Table 1 was used to calculate the particle sizes for each peak, which are derived using the Scherrer equation. The average particle size was equal to 10.88 nm.
DOI: 10.57760/sciencedb.36260
title: FTIR spectrum for the Fe3O4-Pd nanoparticles
title: FTIR spectrum for the Fe3O4-Pd nanoparticles

description: The figure displays FTIR data with bands appearing at 580, 644, 860, 1023, and 3440 cm⁻¹. These bands represent the characteristics of the functional groups and molecular vibrations of the sample. Characteristic Fe-O vibrations are expected in the region of 400-600 cm⁻¹ for Fe₃O₄ (magnetite). The band at 580 cm⁻¹ corresponds to Fe-O stretching vibrations, which indicates Fe₃O₄. The remaining bands (644, 860, 1023 cm⁻¹) are attributed to other components or functional groups of the sample, possibly originating from surface modifications, contamination, or other materials mixed with Fe₃O₄ and Pd. The wide band near 3400 cm⁻¹ is sometimes assigned to O-H stretch vibrations of surface hydroxyls due to water adsorbed on the surface of the nanoparticle.
description: The figure displays FTIR data with bands appearing at 580, 644, 860, 1023, and 3440 cm⁻¹. These bands represent the characteristics of the functional groups and molecular vibrations of the sample. Characteristic Fe-O vibrations are expected in the region of 400-600 cm⁻¹ for Fe₃O₄ (magnetite). The band at 580 cm⁻¹ corresponds to Fe-O stretching vibrations, which indicates Fe₃O₄. The remaining bands (644, 860, 1023 cm⁻¹) are attributed to other components or functional groups of the sample, possibly originating from surface modifications, contamination, or other materials mixed with Fe₃O₄ and Pd. The wide band near 3400 cm⁻¹ is sometimes assigned to O-H stretch vibrations of surface hydroxyls due to water adsorbed on the surface of the nanoparticle.
DOI: 10.6084/m9.figshare.29596547
title: A standardized personality lexicon for enhancing natural language processing and personalized human-machine interaction

description: We developed a reliable large, high-quality personality lexicon that covers both coarse- and fine-grained personality categories and can be used for comprehensive personality perception tasks. We also detailed a systematic construction and validation process, demonstrating its robustness across the five dimensions and 30 facets using real participant data.The main dataset is named personality_lexicon.xlsx. This file contains all annotated personality adjectives, including the source, dimension, facet, and emotional polarity of each personality adjective. The column “id” contains a consecutive number identifying each individual lexical word. The dimension and facet indicate to which dimension and facet of personality each adjective belongs. In addition, the source and emotional valence (positive, negative, neutral) of the adjectives are provided.Other raw material includes the data collected from both the pilot study and the formal study. The pilot data are stored in pilot_study.xlsx, and the formal data are stored in formal_data.xlsx. Notably, the file formal_data.xlsx contains two sheets: the first sheet includes the 241 personality adjectives used in the pilot study, and the second sheet includes the 3600 personality adjectives used in the formal study.Both files contain demographic information, Big five inventory (IPIP-NEO-120) data, and rating scores for each study participant. Within the demographic information, the column “id” contains a consecutive number identifying each individual study participant; other details are described in the Methods. The big five inventory data include responses to 120 items as well as scores across the five dimensions of personality. All remaining columns represent the rating scores assigned to each lexical word by participants. To facilitate participants’ understanding of each adjective, each lexical word was embedded into a complete sentence during the rating process.<br>
DOI: 10.6084/m9.figshare.29596547.v2
title: A standardized personality lexicon for enhancing natural language processing and personalized human-machine interaction

description: We developed a reliable large, high-quality personality lexicon that covers both coarse- and fine-grained personality categories and can be used for comprehensive personality perception tasks. We also detailed a systematic construction and validation process, demonstrating its robustness across the five dimensions and 30 facets using real participant data.The main dataset is named personality_lexicon.xlsx. This file contains all annotated personality adjectives, including the source, dimension, facet, and emotional polarity of each personality adjective. The column “id” contains a consecutive number identifying each individual lexical word. The dimension and facet indicate to which dimension and facet of personality each adjective belongs. In addition, the source and emotional valence (positive, negative, neutral) of the adjectives are provided.Other raw material includes the data collected from both the pilot study and the formal study. The pilot data are stored in pilot_study.xlsx, and the formal data are stored in formal_data.xlsx. Notably, the file formal_data.xlsx contains two sheets: the first sheet includes the 241 personality adjectives used in the pilot study, and the second sheet includes the 3600 personality adjectives used in the formal study.Both files contain demographic information, Big five inventory (IPIP-NEO-120) data, and rating scores for each study participant. Within the demographic information, the column “id” contains a consecutive number identifying each individual study participant; other details are described in the Methods. The big five inventory data include responses to 120 items as well as scores across the five dimensions of personality. All remaining columns represent the rating scores assigned to each lexical word by participants. To facilitate participants’ understanding of each adjective, each lexical word was embedded into a complete sentence during the rating process.<br>
DOI: 10.6084/m9.figshare.29596547.v3
title: A standardized personality lexicon for enhancing natural language processing and personalized human-machine interaction

description: We developed a reliable large, high-quality personality lexicon that covers both coarse- and fine-grained personality categories and can be used for comprehensive personality perception tasks. We also detailed a systematic construction and validation process, demonstrating its robustness across the five dimensions and 30 facets using real participant data.The main dataset is named personality_lexicon.xlsx. This file contains all annotated personality adjectives, including the source, dimension, facet, and emotional polarity of each personality adjective. The column “id” contains a consecutive number identifying each individual lexical word. The dimension and facet indicate to which dimension and facet of personality each adjective belongs. In addition, the source and emotional valence (positive, negative, neutral) of the adjectives are provided.Other raw material includes the data collected from both the pilot study and the formal study. The pilot data are stored in pilot_study.xlsx, and the formal data are stored in formal_data.xlsx. Notably, the file formal_data.xlsx contains two sheets: the first sheet includes the 241 personality adjectives used in the pilot study, and the second sheet includes the 3600 personality adjectives used in the formal study.Both files contain demographic information, Big five inventory (IPIP-NEO-120) data, and rating scores for each study participant. Within the demographic information, the column “id” contains a consecutive number identifying each individual study participant; other details are described in the Methods. The big five inventory data include responses to 120 items as well as scores across the five dimensions of personality. All remaining columns represent the rating scores assigned to each lexical word by participants. To facilitate participants’ understanding of each adjective, each lexical word was embedded into a complete sentence during the rating process.<br>
DOI: 10.34740/kaggle/dsv/14621943
title: Peer-to-Peer Boliviano (BOB) Exchange Data
DOI: 10.15468/dl.zvzrkg
title: Occurrence Download

description: A dataset containing 315 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Chinese Taipei, China)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Diospyros japonica"
 ]
}

 The dataset includes 315 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011843-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zdqy88
title: Occurrence Download

description: A dataset containing 456176 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Aegopodium podagraria",
 "Year 1957-2022"
 ]
}

 The dataset includes 456176 records from 1199 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011833-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.7jm9d9
title: Occurrence Download

description: A dataset containing 36515 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Taxon occurrence data for the FungalRoot database"
 ]
}

 The dataset includes 36515 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011844-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.uq5wfz
title: Occurrence Download

description: A dataset containing 259205 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Viola arvensis",
 "Year 1000-2022"
 ]
}

 The dataset includes 259205 records from 1674 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0011836-260120142942310/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5061/dryad.qrfj6q5v6
title: Data from: Bi-specific antibodies crosslink and redirect CD8+ T cells to kill cytomegalovirus-infected cells

description: CD8+ T lymphocytes (CTLs) are crucial for the control of cytomegalovirus
 (CMV) infection, as shown in studies of adoptive transfer of ex vivo
 expanded autologous CMV-specific cells, but harnessing this approach in
 immunocompromised hosts with disseminated infection has not been feasible.
 The use of chimeric antigen receptors has been proposed, but faces similar
 logistical challenges. Here we present T cell redirecting bi-specific
 antibodies (TRBAs) that crosslink CD3-epsilon on CTLs to the gH protein on
 CMV-infected cells. Two designs are evaluated, including a version where a
 single chain antibody is appended to the C-terminus of the heavy chain of
 a normal antibody, and a version where both light and heavy chains have
 two tandem variable regions in a cross-over ordered design. Both versions
 of these antibodies are demonstrated to bind both antigens and mediate
 specific clearance of infected cells with the release of interferon-gamma
 when added to CTLs and CMV-infected cells.
description: # Data from: Bi-specific antibodies crosslink and redirect CD8+ T cells to
 kill cytomegalovirus-infected cells Dataset DOI:
 [10.5061/dryad.qrfj6q5v6](10.5061/dryad.qrfj6q5v6) ## Description of the
 data and file structure Raw data for “Bi-Specific Antibodies Crosslink and
 Redirect CD8+ T Cells to Kill Cytomegalovirus-Infected Cells” by Ayub Ali,
 Arumugam Balamurugan, F. Javier Ibarrondo, Minh Nguyen, Sara Habibipour,
 Jaime M. Lim, Christian Hofmann, Hwee L. Ng, and Otto O. Yang, S*cience
 Advances* 2025. ### Files and variables Raw data are given for Figures 4
 and 5. For Figures 4 and 5, the raw fluorescence microscope images are
 provided, and the corresponding counts of green pixels derived from those
 images (indicating green fluorescent CMV-infected cells) are given in the
 csv format text file. The raw image files are provided as tif files named
 image_xxx.tif, where xxx are file numbers referred in the csv format text
 file.
DOI: 10.5517/ccdc.csd.cc2q0q9s
title: CCDC 2503135: Experimental Crystal Structure Determination

description: Related Article: Tymofii V. Rudenko, Oleksandr O. Stepaniuk, Vadim M. Timoshenko, Andrey A. Tolmachev, Svitlana V. Shishkina, Pavel K. Mykhailiuk|2026|Org.Lett.|||doi:10.1021/acs.orglett.5c05431
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2q0wxk
title: CCDC 2503309: Experimental Crystal Structure Determination

description: Related Article: Tymofii V. Rudenko, Oleksandr O. Stepaniuk, Vadim M. Timoshenko, Andrey A. Tolmachev, Svitlana V. Shishkina, Pavel K. Mykhailiuk|2026|Org.Lett.|||doi:10.1021/acs.orglett.5c05431
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.
DOI: 10.5517/ccdc.csd.cc2q0x9z
title: CCDC 2503321: Experimental Crystal Structure Determination

description: Related Article: Tymofii V. Rudenko, Oleksandr O. Stepaniuk, Vadim M. Timoshenko, Andrey A. Tolmachev, Svitlana V. Shishkina, Pavel K. Mykhailiuk|2026|Org.Lett.|||doi:10.1021/acs.orglett.5c05431
description: An entry from the Cambridge Structural Database, the world’s repository for small molecule crystal structures. The entry contains experimental data from a crystal diffraction study. The deposited dataset for this entry is freely available from the CCDC and typically includes 3D coordinates, cell parameters, space group, experimental conditions and quality measures.