cometadata/datacite-rtg-text-other-reclassification-records huggingface dataset:
Optimizing dynamic logistics in megacity using deep reinforcement learning with Transformer for minimizing travel time
Creators: name: Yao, Yao
Publisher: name: figshare
Year: 2024
Subjects: classificationCode: 370499
subject: Geoinformatics not elsewhere classified

description: DTM-DMDVRP ContentThis project is linked to a submission to International Journal of Geographical Information Science, entitled “Optimizing dynamic logistics in megacity using deep reinforcement learning with Transformer for minimizing travel time”, proposed an urban dynamic logistics optimization model aimed at minimizing logistics distribution time.The DTM-DMDVRP folder includes both the data and code necessary to support the DTM-DMDVRP model, along with additional README files.The figure folder contains the original images from the paper.ContentThe "data" folder contains the data used by the model and contains a folder and two files：1)data/clientpoint.csv:This file contains logistics center and customer point data with fields including id and latitude and longitude;2)data/distance.csv:This file contains the travel time between nodes, as measured by road length and average travel speed;3)data/speed_data:This folder contains the dynamic travel time between nodes at different times, which is obtained by the length of the road and the real-time travel speed.The "code" folder contains the core code of the program:1)baseline.py:This script implements the RolloutBaseline algorithm;2)config.py:This script is used to configure model training parameters；3)dataset.py:This script is used to generate the training dataset；4)train.py:Training scripts for models;The "code/Nets" folder contains the implementation of the model：1)model.py:DTM-DMDVRP model script；2)encoder_layers.py:This script includes the components of the encoder network architecture；3)encoder.py:This script contains the detailed implementation of the encoder；4)decoder_layers:This script includes the components of the decoder network architecture；5)decoder_utils:This script is used to implement the environment in deep reinforcement learning;6)decoder：This script contains the detailed implementation of the decoder.The environment required for this project includes:Python 3.12; Pytorch; Scipy; Numpy.
NPR/PBS NewsHour/Marist Poll: June 2017
Creators: name: National Public Radio
name: PBS NewsHour
Publisher: name: Roper Center for Public Opinion Research
Year: 2022

description: President Donald Trump job approval (2); congressional Republicans job approval (1); congressional Democrats job approval (1); favorable/unfavorable impression of Trump (1); Democratic vs. Republican candidate in congressional election (1); direction of the country (1); effects of Trump’s policies/action (4); Supreme Court should rule in favor/against Trump’s executive order to limit of entrance of non-Americans to the US from Muslim-majority countries (1); support/oppose withdrawal from Paris Climate Agreement (1); Affordable Care Act (ACA) (2); Republican health care proposals (3); Trump vs. former President Barack Obama/Russian President Vladimir Putin (2); Trump on Twitter (1).
Silvestrichilis
Creators: name: Shen, Chen-Yang
name: Wang, Ling-Yun
name: Wu, Hui-Yuan
name: Zhang, Jia-Yong
Publisher: name: Zenodo
Year: 2025
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Archaeognatha
Machilidae
Silvestrichilis

description: Key to known Silvestrichilis species in China
1. Posterior gonapophysis with hook-shaped chaetae................................................... S. chinensis
- Posterior gonapophysis without hook-shaped chaetae......................................................... 2
2. Posterior paramere 1+6, ultimate article of labial palpus longer than wide in female........................ S. confucius
- Posterior paramere 1+5, ultimate article of labial palpus wider than long in female................. S. shiyanensis sp. nov.
description: Published as part of Shen, Chen-Yang, Wang, Ling-Yun, Wu, Hui-Yuan & Zhang, Jia-Yong, 2025, A new species of Silvestrichilis Wygodzinsky, 1950 (Insecta: Microcoryphia) from Wudang Mountain, Hubei, China, with the description of both sexes, pp. 437-452 in Zootaxa 5621 (4) on page 450, DOI: 10.11646/zootaxa.5621.4.3, http://zenodo.org/record/15262999
Supplemental material for Indian summer monsoon variability and vegetation changes in the core monsoon zone, India, during the Holocene: A multiproxy study
Creators: name: Kumar, Kamlesh
name: Shailesh Agrawal
name: Sharma, Anupam
name: Pandey, Shilpa
Publisher: name: SAGE Journals
Year: 2018
Subjects: Geography
History

description: Supplemental material, Supplemental_Material for Indian summer monsoon variability and vegetation changes in the core monsoon zone, India, during the Holocene: A multiproxy study by Kamlesh Kumar, Shailesh Agrawal, Anupam Sharma and Shilpa Pandey in The Holocene
EOSC-Pillar Ambassadors Programme - flyer for researchers (German)
Creators: name: Czuray, Marie
name: Hermans, Emilie
name: Geistberger, Julia Sophie
name: Greco, Andrea
name: Giuffrida, Maria
Publisher: name: Zenodo
Year: 2022
Subjects: EOSC, Open Science, EOSC Portal

description: Was ist EOSC? Die European Open Science Cloud (EOSC) ist eine Initiative zur Vernetzung von Forschungsinfrastrukturen um den Austausch und die Nachnutzung von Forschungsergebnissen zu erleichtern um bei der Datenspeicherung und -analyse zu unterstützen um Datensätze über Disziplinen und Ländergrenzen hinweg zu verknüpfen um damit Innovationen und Synergien zu fördern EOSC-Pillar Ambassadors Programme: https://bit.ly/3kvW3ng
Additional file 1 of Parallel privacy preservation through partitioning (P4): a scalable data anonymization algorithm for health data
Creators: name: Halilovic, Mehmed
name: Meurers, Thierry
name: Otte, Karen
name: Prasser, Fabian
Publisher: name: figshare
Year: 2025
Subjects: subject: Artificial Intelligence and Image Processing
subject: FOS: Computer and information sciences

description: Supplementary Material 1
EOSC-Pillar Ambassadors Programme - Use case: FAIR Data for Earth Sciences
Creators: name: Kulüke, Marco
name: Czuray, Marie
name: Geistberger, Julia Sophie
name: Calamai, Lorenzo
name: Giuffrida, Maria
Publisher: name: Zenodo
Year: 2022
Subjects: EOSC, Open Science, EOSC Portal, Use Case, Earth Sciences

description: FAIR data and workflow efforts are a response to the increasing volume and complexity of scientific data. Particularly the environmental and earth sciences require a large amount of heterogeneous data. This use case demonstrates how researchers can easily access and analyse scientific data from different domains on demand and in remote facilities EOSC-Pillar Ambassadors Programme: https://bit.ly/3kvW3ng
Supplementary document for Different-Mode Power Splitters Based on a Multi-Dimension Direct-Binary-Search Algorithm - 6507497.pdf
Creators: name: Ma, Hansi
name: He, Xin
name: Zhu, Gangyi
name: Wu, Jia-Gui
name: Jiang, Xinpeng
name: Du, Te
name: Zhang, Zhaojian
name: Wang, yaorong
name: Wei, Wei Linyi
name: Zhang, Shumao
Publisher: name: Optica Publishing Group
Year: 2025
Subjects: Uncategorized

description: supplementary materials
PolyMorph: Extension of PolyHoop for tissue morphogenesis coupled to chemical signaling
Creators: name: Müller, Nicolas Pascal Guido
name: Vetter, Roman
Publisher: name: arXiv
Year: 2025
Subjects: subject: Soft Condensed Matter (cond-mat.soft)
subject: Biological Physics (physics.bio-ph)
subject: FOS: Physical sciences

description: We present PolyMorph, a lightweight standalone C++ program that extends its predecessor PolyHoop by a finite-difference solver for multi-component reaction-advection-diffusion equations. PolyMorph simulates two integral parts of tissue morphogenesis in two dimensions: 1) the mechanics of cellular deformation, growth and proliferation, and 2) transport and reaction of an arbitrary number of chemical species. Both of these components are bidirectionally coupled, allowing cells to base their behavior on local information on concentrations and flow, and allowing the chemical transport and reaction kinetics to depend on spatial information such as the local cell type. This bidirectional feedback makes PolyMorph a versatile tool to study a variety of cellular morphogenetic processes such as chemotaxis, cell sorting, tissue patterning with morphogen gradients, Turing patterning, and diffusion- or supply-limited growth with sub-cellular resolution.
description: 5 pages, 1 figure
title: Illiberal Media and Popular Constitution-Making in Turkey
Creators: name: Baykurt, Burcu
Publisher: name: University of Massachusetts Amherst
Year: 2020

description: Baykurt, Burcu. 2020.“Illiberal Media and Popular Constitution-Making in Turkey” In The Failure of Popular Constitution Making in Turkey: Regressing Towards Constitutional Autocracy, edited by Felix Petersen and Zeynep Yanasmayan. Cambridge, UK: Cambridge University Press.
description: Popular constitution making, a process that allows for public participation as opposed to a handful of elites writing a fundamental social contract behind closed doors and imposing it on the rest of society, is tricky. It sounds like a noble idea in theory, but it is difficult to execute effectively, efficiently, and, most importantly, democratically. Even trickier are the roles of publicity and media in popular constitution making. What are the consequences of reporting during the drafting of a new constitution? In what ways could the media lend legitimacy to the process by informing the public and incorporating public opinion into the drafting of a constitution? Coupled with the rise of new media technologies, an ideal of participatory constitution making (and an active role for the media) may seem desirable, not to mention attainable, but there are myriad ways to participate, and basing a constitution on popular opinion could easily devolve into a majority of 50 percent plus one that imposes its will on the rest. The bare minimum, ideally, is to expect journalists to report on facts without bowing to political or economic pressures, but even that is easier said than done. For which audiences are these journalistic facts intended? For those leaders drafting the new constitution or the public at large?
rev_supplementary_xyz9610434e3d4a – Supplemental material for Prevalence of Cannabis Use Among Medical Students: A Systematic Review and Meta-analysis
Creators: name: Papazisis, Georgios
name: Siafis, Spyridon
name: Tsakiridis, Ioannis
name: Koulas, Ioannis
name: Dagklis, Themistoklis
name: Kouvelas, Dimitrios
Publisher: name: SAGE Journals
Year: 2018
Subjects: subject: 111799 Public Health and Health Services not elsewhere classified
subject: FOS: Health sciences

description: Supplemental material, rev_supplementary_xyz9610434e3d4a for Prevalence of Cannabis Use Among Medical Students: A Systematic Review and Meta-analysis by Georgios Papazisis, Spyridon Siafis, Ioannis Tsakiridis, Ioannis Koulas, Themistoklis Dagklis and Dimitrios Kouvelas in Substance Abuse: Research and Treatment
Additional file 1 of System metabolic engineering modification of Saccharomyces cerevisiae to increase SAM production
Creators: name: Tan, Liangzhuang
name: Zhang, Yuehan
name: Liu, Ping
name: Wu, Yihang
name: Huang, Zuoyu
name: Hu, Zhongce
name: Liu, Zhiqiang
name: Wang, Yuanshan
name: Zheng, Yuguo
Publisher: name: figshare
Year: 2025
Subjects: subject: Biochemistry
subject: Space Science
subject: Physical Sciences not elsewhere classified
subject: Microbiology
subject: FOS: Biological sciences
subject: Genetics
subject: Molecular Biology
subject: Biotechnology
subject: Biological Sciences not elsewhere classified
subject: Information Systems not elsewhere classified
subject: Plant Biology
subject: Cardiology

description: Supplementary Material 1
Additional file 1 of Increased phenotypic diversity as a consequence of ecological opportunity in the island radiation of Sulawesi ricefishes (Teleostei: Adrianichthyidae)
Creators: name: Möhring, Jan
name: Hüllen, Sebastian
name: Martin, Sebastian
name: Mokodongan, Daniel F.
name: Wowor, Daisy
name: Schwarzer, Julia
name: Herder, Fabian
Publisher: name: figshare
Year: 2025
Subjects: subject: Genetics
subject: FOS: Biological sciences
subject: Evolutionary Biology
subject: Ecology

description: Supplementary Material 1: Supplementary Tables 1, 3–4, and supplementary Figs. 1–11
Supplemental_Material – Supplemental material for Effects of robot-(Morning Walk®) assisted gait training for patients after stroke: a randomized controlled trial
Creators: name: Kim, JaYoung
name: Kim, Dae Yul
name: Chun, Min Ho
name: Kim, Seong Woo
name: Jeon, Ha Ra
name: Hwang, Chang Ho
name: Choi, Jong Kyoung
name: Suhwan Bae
Publisher: name: SAGE Journals
Year: 2018
Subjects: subject: 110904 Neurology and Neuromuscular Diseases
subject: FOS: Clinical medicine
subject: 110314 Orthopaedics
subject: 110604 Sports Medicine
subject: FOS: Health sciences

description: Supplemental material, Supplemental_Material for Effects of robot-(Morning Walk®) assisted gait training for patients after stroke: a randomized controlled trial by JaYoung Kim, Dae Yul Kim, Min Ho Chun, Seong Woo Kim, Ha Ra Jeon, Chang Ho Hwang, Jong Kyoung Choi and Suhwan Bae in Clinical Rehabilitation
Supplemental Material, Suppl_SMR - Multiple Imputation Using Gaussian Copulas
Creators: name: Hollenbach, Florian M.
name: Bojinov, Iavor
name: Minhas, Shahryar
name: Metternich, Nils W.
name: Ward, Michael D.
name: Volfovsky, Alexander
Publisher: name: SAGE Journals
Year: 2018
Subjects: subject: 160807 Sociological Methodology and Research Methods
subject: FOS: Sociology
subject: Sociology

description: Supplemental Material, Suppl_SMR for Multiple Imputation Using Gaussian Copulas by Florian M. Hollenbach, Iavor Bojinov, Shahryar Minhas, Nils W. Metternich, Michael D. Ward, and Alexander Volfovsky in Sociological Methods & Research
Supplemental material for The patient burden of opioid-induced constipation: New insights from a large, multinational survey in five European countries
Creators: name: Andresen, Viola
name: Banerji, Vivek
name: Hall, Genevieve
name: Lass, Amir
name: Emmanuel, Anton V
Publisher: name: SAGE Journals
Year: 2020
Subjects: subject: 110308 Geriatrics and Gerontology
subject: FOS: Clinical medicine
subject: 111199 Nutrition and Dietetics not elsewhere classified
subject: FOS: Health sciences
subject: 111299 Oncology and Carcinogenesis not elsewhere classified
subject: 69999 Biological Sciences not elsewhere classified
subject: FOS: Biological sciences

description: Supplemental Material for The patient burden of opioid-induced constipation: New insights from a large, multinational survey in five European countries by Viola Andresen, Vivek Banerji, Genevieve Hall, Amir Lass and Anton V Emmanuel in United European Gastroenterology Journal
Shear viscosity from quenched to full lattice QCD
Creators: name: Pavan
name: Kaczmarek, Olaf
name: Moore, Guy D.
name: Schmidt, Christian
Publisher: name: arXiv
Year: 2025
Subjects: subject: High Energy Physics - Lattice (hep-lat)
subject: FOS: Physical sciences

description: The shear viscosity of the quark-gluon plasma (QGP) plays a crucial role in interpreting current measurements from heavy-ion collisions and is a key input to hydro-dynamical models. The interest in shear viscosity also lies in the fact that QGP is the most ideal fluid ever observed and has the shear viscosity to entropy ratio ($η/ s$) close to the theoretical bound $η/ s \geq 1/ 4 π$ in the strong coupling region within AdS/CFT formalism. The lattice determination of $η/ s$ has been explored for the pure gauge case, but its determination in full QCD remains unexplored, despite its significant importance. In this proceeding, we present updates on extending our quenched findings to full QCD. Specifically, we focus on the renormalization of the energy-momentum tensor with the gradient flow method and provide a progress update on determining the relevant renormalization coefficients for shear viscosity. For this purpose, we have used an imaginary isospin chemical potential.
description: 6 figures
Supplemental material for The etiology of potential small-bowel bleeding depending on patient’s age and gender
Creators: name: Song, Joo Hye
name: Hong, Sung Noh
name: Chang, Dong Kyung
name: Jeon, Seong Ran
name: Jin-Oh Kim
name: Jinsu Kim
name: Bo-In Lee
name: Myung-Gyu Choi
name: Kim, Kyeong Ok
name: Dong-Hoon Yang
name: Song, Hyun Joo
name: Do, Jae Hyuk
name: Lim, Yun Jeong
name: Ki-Nam Shim
name: Park, Soo Jung
name: Kim, Ji Hyun
name: Moon, Jeong Seop
name: Jang, Hyun Joo
name: Chun, Hoon Jai
Publisher: name: SAGE Journals
Year: 2018
Subjects: subject: 110308 Geriatrics and Gerontology
subject: FOS: Clinical medicine
subject: 111199 Nutrition and Dietetics not elsewhere classified
subject: FOS: Health sciences
subject: 111299 Oncology and Carcinogenesis not elsewhere classified
subject: 69999 Biological Sciences not elsewhere classified
subject: FOS: Biological sciences

description: Supplemental Material for The etiology of potential small-bowel bleeding depending on patient’s age and gender by Joo Hye Song, Sung Noh Hong, Dong Kyung Chang, Seong Ran Jeon, Jin-Oh Kim, Jinsu Kim, Bo-In Lee, Myung-Gyu Choi, Kyeong Ok Kim, Dong-Hoon Yang, Hyun Joo Song, Jae Hyuk Do, Yun Jeong Lim, Ki-Nam Shim, Soo Jung Park, Ji Hyun Kim, Jeong Seop Moon, Hyun Joo Jang and Hoon Jai Chun in United European Gastroenterology Journal
Supplemental material for Bootstrap-based testing approaches for the assessment of the diagnostic accuracy of biomarkers subject to a limit of detection
Creators: name: Franco-Pereira, Alba M
name: Nakas, Christos T
name: Leichtle, Alexander B
name: M Carmen Pardo
Publisher: name: SAGE Journals
Year: 2018
Subjects: subject: 111708 Health and Community Services
subject: FOS: Health sciences
subject: 111099 Nursing not elsewhere classified
subject: 160807 Sociological Methodology and Research Methods
subject: FOS: Sociology

description: Supplementary Material for Bootstrap-based testing approaches for the assessment of the diagnostic accuracy of biomarkers subject to a limit of detection by Alba M Franco-Pereira, Christos T Nakas, Alexander B Leichtle and M Carmen Pardo in Statistical Methods in Medical Research
APPENDIX - Confrontation and competition: The electoral benefits of regionalist parties’ positions in parliamentary democracies
Creators: name: Henceroth, Nathan
name: Jensen, Christian B
Publisher: name: SAGE Journals
Year: 2017
Subjects: subject: 160607 International Relations
subject: FOS: Political science

description: APPENDIX for Confrontation and competition: The electoral benefits of regionalist parties’ positions in parliamentary democracies by Nathan Henceroth, and Christian B Jensen in Party Politics
APPENDIX_PPQ_690933 - The nonideological component of coalition preferences
Creators: name: Nyhuis, Dominic
name: Plescia, Carolina
Publisher: name: SAGE Journals
Year: 2017
Subjects: subject: 160607 International Relations
subject: FOS: Political science

description: APPENDIX_PPQ_690933 for The nonideological component of coalition preferences by Dominic Nyhuis, and Carolina Plescia in Party Politics
Singularities of two-dimensional Nijenhuis operators
Creators: name: Akpan, Dinmukhammed
Publisher: name: arXiv
Year: 2025
Subjects: subject: Differential Geometry (math.DG)
subject: FOS: Mathematics

description: A Nijenhuis operator $L$ is a $(1,1)$-tensor field on a smooth manifold $M$ with vanishing Nijenhuis torsion ${ {\mathcal N_L}}$. At each point $x\in M$, the algebraic type of $L(x)$ is characterized by its Jordan normal form. In this paper, we study singularities of a two-dimensional Nijenhuis operator in the case when its trace has a non-zero differential at the singular point. A description of such singularities reduces to studying the smoothness of some function, which is a fraction depending on partial derivatives of the determinant of $L$. We completely describe singularities for some special classes of functions. We also obtained interesting examples of Nijenhuis operators and their singularities.
PPQ688360_Appendix - Electoral formula, legal threshold and the number of parties: A natural experiment
Creators: name: Górecki, Maciej A
name: Kukołowicz, Paula
Publisher: name: SAGE Journals
Year: 2017
Subjects: subject: 160607 International Relations
subject: FOS: Political science

description: PPQ688360_Appendix for Electoral formula, legal threshold and the number of parties: A natural experiment by Maciej A Górecki, and Paula Kukołowicz in Party Politics
Almost Differentially Nondegenerate Nijenhuis Operators
Creators: name: Akpan, Dinmukhammed
Publisher: name: arXiv
Year: 2025
Subjects: subject: Differential Geometry (math.DG)
subject: FOS: Mathematics

description: The paper is devoted to the study of Nijenhuis operators of arbitrary dimension $n$ in a neighborhood of a point at which the first $n-1$ coefficients of the characteristic polynomial are functionally independent, and the last coefficient (the determinant of the operator) is an arbitrary function. We prove a theorem on the general form of such Nijenhuis operators, and also obtain their complete description for the case in which the determinant has a nondegenerate singularity.
title: Forum: COVID-19 Dispatches
Creators: name: Lu, Li
name: Lankala, Srinivas
name: Gong, Yuan
name: Feng, Xuefeng
name: Chang, Briankle G.
Publisher: name: University of Massachusetts Amherst
Year: 2020
Subjects: subject: COVID-19
subject: viruses
subject: pandemic
subject: global crisis

description: COVID-19 pandemic is the first truly global crisis in the digital age. With death count worldwide reaching 586,000 merely 7 months after its first outbreak in China in late December 2019 and 13.6 million cases reported in 188 countries and territories as of July 2020, this ongoing pandemic has spread far beyond domain of world health problem to become an unprecedented challenge facing humanity at every level. In addition to causing social and economic disruptions on a scale unseen before, it has turned the world into a site of biopolitical agon where science and reason are forced to betray their impotence against cultish thinking in the planetary endgame depicted in so many dystopian science fictions. It is in this context that this forum offers a set of modest reflections on the current impacts incurred by the COVID-19 virus. Blending ethnographic observations with theory-driven reflections, the five authors address issues made manifest by the crisis across different regions, while keeping their sight on the sociopolitical problems plaguing our life both individually and collectively. Taken together, they provide a grounded documentary for the archive that the COVID-19 virus is making us to construct.
MANUAL FOR TRAINERS DIGITAL AND ENGLISH SKILLS
Creators: name: Coll-Oya Consortium
Publisher: name: Instytut Badan i Innowacji w Edukacji
Year: 2024
Subjects: subject: Adult education
subject: digital literacy
subject: Active learning
subject: English language learning

description: The Manual for Trainers serves as a comprehensive guide for trainers in applying content-based instruction methods to teach English to older adults, adapting to their unique pace, abilities, and needs. This manual emphasizes practical examples of international situations and the use of digital technologies to enhance learning. The overarching goal is to foster the digital and social inclusion of older adults, empowering them to participate in a rapidly evolving digital world.

Key objectives include increasing digital literacy, promoting cooperative learning between older and younger adults, and developing tailored learning opportunities that merge English language skills with digital competence. The manual also supports trainers in effectively motivating older learners, ensuring knowledge transfer, and fostering a stronger sense of European identity through cross-generational and cross-cultural collaboration. By equipping trainers with these resources, the project contributes to active ageing, continuous learning, and enhanced engagement with digital platforms, while addressing the digital divide and language barriers faced by older adults in modern society.
LAG-MMLU: Benchmarking Frontier LLM Understanding in Latvian and Giriama
Creators: name: Etori, Naome A.
name: Lu, Kevin
name: Karisa, Randu
name: Kanepajs, Arturs
Publisher: name: arXiv
Year: 2025
Subjects: subject: Computation and Language (cs.CL)
subject: FOS: Computer and information sciences

description: As large language models (LLMs) rapidly advance, evaluating their performance is critical. LLMs are trained on multilingual data, but their reasoning abilities are mainly evaluated using English datasets. Hence, robust evaluation frameworks are needed using high-quality non-English datasets, especially low-resource languages (LRLs). This study evaluates eight state-of-the-art (SOTA) LLMs on Latvian and Giriama using a Massive Multitask Language Understanding (MMLU) subset curated with native speakers for linguistic and cultural relevance. Giriama is benchmarked for the first time. Our evaluation shows that OpenAI's o1 model outperforms others across all languages, scoring 92.8% in English, 88.8% in Latvian, and 70.8% in Giriama on 0-shot tasks. Mistral-large (35.6%) and Llama-70B IT (41%) have weak performance, on both Latvian and Giriama. Our results underscore the need for localized benchmarks and human evaluations in advancing cultural AI contextualization.
description: Accepted at NoDaLiDa/Baltic-HLT 2025. https://hdl.handle.net/10062/107190
Supplemental material for Small vessel disease and biomarkers of endothelial dysfunction after ischaemic stroke
Creators: name: Arba, Francesco
name: Giannini, Alessio
name: Piccardi, Benedetta
name: Biagini, Silvia
name: Palumbo, Vanessa
name: Giusti, Betti
name: Nencini, Patrizia
name: Gori, Anna Maria
name: Mascia Nesi
name: Pracucci, Giovanni
name: Bono, Giorgio
name: Bovi, Paolo
name: Fainardi, Enrico
name: Consoli, Domenico
name: Nucera, Antonia
name: Massaro, Francesca
name: Orlandi, Giovanni
name: Perini, Francesco
name: Tassi, Rossana
name: Sessa, Maria
name: Toni, Danilo
name: Abbate, Rosanna
name: Inzitari, Domenico
Publisher: name: SAGE Journals
Year: 2018
Subjects: subject: Cardiology
subject: Medicine
subject: 110904 Neurology and Neuromuscular Diseases
subject: FOS: Clinical medicine

description: Supplemental material for Small vessel disease and biomarkers of endothelial dysfunction after ischaemic stroke by Francesco Arba, Alessio Giannini, Benedetta Piccardi, Silvia Biagini, Vanessa Palumbo, Betti Giusti, Patrizia Nencini, Anna Maria Gori, Mascia Nesi, Giovanni Pracucci, Giorgio Bono, Paolo Bovi, Enrico Fainardi, Domenico Consoli, Antonia Nucera, Francesca Massaro, Giovanni Orlandi, Francesco Perini, Rossana Tassi, Maria Sessa, Danilo Toni, Rosanna Abbate and Domenico Inzitari in European Stroke Journal
Additional file 1 of Prevalence of metabolic syndrome in people living with HIV and its multi-organ damage: a prospective cohort study
Creators: name: Tang, Jia
name: Chen, Ling
name: Pan, Wei
name: Lu, Lianfeng
name: Liu, Xiaosheng
name: Zhang, Leidan
name: Zheng, Liyuan
name: Song, Xiaojing
name: Guo, Fuping
name: Lv, Wei
name: Cao, Wei
name: Hsieh, Evelyn
name: Li, Taisheng
Publisher: name: figshare
Year: 2025
Subjects: subject: Medicine
subject: Physiology
subject: FOS: Biological sciences
subject: Biotechnology
subject: Astronomical and Space Sciences not elsewhere classified
subject: Biological Sciences not elsewhere classified
subject: Mathematical Sciences not elsewhere classified
subject: Cancer
subject: Science Policy

description: Supplementary Material 1
Supplemental Material, pp-2017-0127-File003 - Perceptions of parties’ left-right positions: The impact of salience strategies
Creators: name: Meyer, Thomas M
name: Wagner, Markus
Publisher: name: SAGE Journals
Year: 2018
Subjects: subject: 160607 International Relations
subject: FOS: Political science

description: Supplemental Material, pp-2017-0127-File003 for Perceptions of parties’ left-right positions: The impact of salience strategies by Thomas M Meyer, and Markus Wagner in Party Politics
Elementary Differential Singularities of Three-Dimensional Nijenhuis Operators
Creators: name: Akpan, Dinmukhammed
name: Oshemkov, Andrei
Publisher: name: arXiv
Year: 2025
Subjects: subject: Differential Geometry (math.DG)
subject: FOS: Mathematics

description: In the paper, three-dimensional Nijenhuis operators are studied that have differential singularities, i.e., such points at which the coefficients of the characteristic polynomials are dependent. The case is studied in which the differentials of all invariants of the Nijenhuis operator are proportional, as well as the case when two invariants are functionally independent and the third defines a fold-type singularity. In particular, new examples of three-dimensional Nijenhuis operators with singularities of the specified type are constructed.
KaTS_survey – Supplemental material for Incidence and types of preceding and subsequent fractures in cats with patellar fracture and dental anomaly syndrome
Creators: name: Reyes, Natalia A
name: Longley, Mark
name: Bailey, Steven
name: Sorrel J Langley-Hobbs
Publisher: name: SAGE Journals
Year: 2018
Subjects: subject: 70706 Veterinary Medicine
subject: FOS: Veterinary sciences

description: Supplemental material, KaTS_survey for Incidence and types of preceding and subsequent fractures in cats with patellar fracture and dental anomaly syndrome by Natalia A Reyes, Mark Longley, Steven Bailey and Sorrel J Langley-Hobbs in Journal of Feline Medicine and Surgery
Online_appendices – Supplemental material for Incidental News Exposure on Facebook as a Social Experience: The Influence of Recommender and Media Cues on News Selection
Creators: name: Kaiser, Johannes
name: Keller, Tobias R.
name: Königslöw, Katharina Kleinen-Von
Publisher: name: SAGE Journals
Year: 2018
Subjects: subject: 200199 Communication and Media Studies not elsewhere classified
subject: FOS: Media and communications

description: Supplemental material, Online_appendices for Incidental News Exposure on Facebook as a Social Experience: The Influence of Recommender and Media Cues on News Selection by Johannes Kaiser, Tobias R. Keller and Katharina Kleinen-von Königslöw in Communication Research
Diagnostic Uncertainty Interface
Creators: name: Chatzimichail Theodora
name: Hatjimihail Aristides T.
Publisher: name: Hellenic Complex Systems Laboratory
Year: 2021
Subjects: diagnostic accuracy measures; uncertainty; measurement uncertainty; sampling uncertainty; confidence intervals; diagnostic tests; screening tests

description: The document describes the interface of the software Diagnostic Uncertainty (DOI: 10.5281/zenodo.4538394).
Interface Documentation of the program Diagnostic Uncertainty
Creators: name: Chatzimichail Theodora
name: Hatjimihail Aristides T.
Publisher: name: Hellenic Complex Systems Laboratory
Year: 2021
Subjects: diagnostic accuracy measures; uncertainty; measurement uncertainty; sampling uncertainty; confidence intervals; diagnostic tests; screening tests

description: This is a brief documentation of the interface of the program Diagnostic Uncertainty (DOI: 10.5281/zenodo.4538394).
Interface Documentation of the program Diagnostic Uncertainty
Creators: name: Chatzimichail Theodora
name: Hatjimihail Aristides T.
Publisher: name: Hellenic Complex Systems Laboratory
Year: 2024
Subjects: diagnostic accuracy measures; uncertainty; measurement uncertainty; sampling uncertainty; confidence intervals; diagnostic tests; screening tests

description: This is a brief documentation of the interface of the program Diagnostic Uncertainty (DOI: 10.5281/zenodo.4538394).
LAPIG: Language Guided Projector Image Generation with Surface Adaptation and Stylization
Creators: name: Deng, Yuchen
name: Ling, Haibin
name: Huang, Bingyao
Publisher: name: arXiv
Year: 2025
Subjects: subject: Computer Vision and Pattern Recognition (cs.CV)
subject: Multimedia (cs.MM)
subject: FOS: Computer and information sciences

description: We propose LAPIG, a language guided projector image generation method with surface adaptation and stylization. LAPIG consists of a projector-camera system and a target textured projection surface. LAPIG takes the user text prompt as input and aims to transform the surface style using the projector. LAPIG's key challenge is that due to the projector's physical brightness limitation and the surface texture, the viewer's perceived projection may suffer from color saturation and artifacts in both dark and bright regions, such that even with the state-of-the-art projector compensation techniques, the viewer may see clear surface texture-related artifacts. Therefore, how to generate a projector image that follows the user's instruction while also displaying minimum surface artifacts is an open problem. To address this issue, we propose projection surface adaptation (PSA) that can generate compensable surface stylization. We first train two networks to simulate the projector compensation and project-and-capture processes, this allows us to find a satisfactory projector image without real project-and-capture and utilize gradient descent for fast convergence. Then, we design content and saturation losses to guide the projector image generation, such that the generated image shows no clearly perceivable artifacts when projected. Finally, the generated image is projected for visually pleasing surface style morphing effects. The source code and video are available on the project page: https://Yu-chen-Deng.github.io/LAPIG/.
description: 12 pages, 9 figures
Diagnostic Uncertainty Interface
Creators: name: Theodora, Chatzimichail
name: Hatjimihail Aristides, T.
Publisher: name: Zenodo
Year: 2021
Subjects: diagnostic accuracy measures; uncertainty; measurement uncertainty; sampling uncertainty; confidence intervals; diagnostic tests; screening tests

description: The document describes the interface of the software Diagnostic Uncertainty (DOI: 10.5281/zenodo.4538394).
DPCS: Path Tracing-Based Differentiable Projector-Camera Systems
Creators: name: Li, Jijiang
name: Deng, Qingyue
name: Ling, Haibin
name: Huang, Bingyao
Publisher: name: arXiv
Year: 2025
Subjects: subject: Graphics (cs.GR)
subject: Computer Vision and Pattern Recognition (cs.CV)
subject: FOS: Computer and information sciences

description: Projector-camera systems (ProCams) simulation aims to model the physical project-and-capture process and associated scene parameters of a ProCams, and is crucial for spatial augmented reality (SAR) applications such as ProCams relighting and projector compensation. Recent advances use an end-to-end neural network to learn the project-and-capture process. However, these neural network-based methods often implicitly encapsulate scene parameters, such as surface material, gamma, and white balance in the network parameters, and are less interpretable and hard for novel scene simulation. Moreover, neural networks usually learn the indirect illumination implicitly in an image-to-image translation way which leads to poor performance in simulating complex projection effects such as soft-shadow and interreflection. In this paper, we introduce a novel path tracing-based differentiable projector-camera systems (DPCS), offering a differentiable ProCams simulation method that explicitly integrates multi-bounce path tracing. Our DPCS models the physical project-and-capture process using differentiable physically-based rendering (PBR), enabling the scene parameters to be explicitly decoupled and learned using much fewer samples. Moreover, our physically-based method not only enables high-quality downstream ProCams tasks, such as ProCams relighting and projector compensation, but also allows novel scene simulation using the learned scene parameters. In experiments, DPCS demonstrates clear advantages over previous approaches in ProCams simulation, offering better interpretability, more efficient handling of complex interreflection and shadow, and requiring fewer training samples.
description: 16 pages,16 figures
Global Capital Markets and Cryptocurrency: Exploring the International Political Economy of Blockchain Ecosystems and Metaverse Development
Creators: name: Bushnell, Michael
Publisher: name: University of Chicago
Year: 2022
Subjects: subject: capital markets
subject: crypto
subject: cryptocurrency
subject: international political economy
subject: blockchain
subject: metaverse
subject: development
subject: globalization

description: This paper establishes a theoretical and empirical rationale for metaverse political economy. Development of increasingly efficient blockchain markets has inspired a global cultural shift toward new modes of earning, working, and consumption operationalized by the metaverse. The metaverse economy is projected to exceed a trillion-dollar marketplace as blockchain ecosystems present vast economic opportunities for individuals, companies, and governments. This paper exploits public deep-order-book auction markets, tethering the analysis to prices paid in real markets, to conduct analytical dollar-denominated comparisons between metaverse assets and fiat-denominated “traditional” markets. The comparative analysis of blockchain ecosystems, which is both theoretical and empirical, demonstrates topic relevance to international political economy. The paper’s empirical analysis employs a LASSO regression to assess the significance of twenty-five global capital markets covariates to cryptocurrency prices for three of the largest blockchain ecosystems, chosen as response variables due to each representing a use case of the nascent metaverse economy. The analysis suggests that blockchain ecosystems are not shielded from global economic forces seeing as their valuations are not immune to traditional macroeconomic levers such as global capital markets. The significance of macroeconomic indicators to the metaverse economy impacts societal developments such as globalization, the future of work, and economic inequality.
Introduction og NFDI4ING's Base Service Standardization at All-Hands-Meeting 2024
Creators: name: Langenbach, Christian
name: Selzer, Michael
Publisher: name: Zenodo
Year: 2025
Subjects: RDM
Research Data Management
NFDI4ING
Standardization
RFC
NFDI

description: NFDI4ING, the consortium for engineering within the National Research Data Infrastructure (NFDI), has adopted and is actively developing the NFDI Request for Comments (NFDI-RFC) concept as a tool to support community-driven discourse and standardization in research data management (RDM). NFDI-RFC is formalized text document that specifies and explains a technical issue. 

In this presentation, the adoption of the Request for Comments (RFC) concept, originally developed by the Internet Engineering Task Force (IETF), for NFDI is introduced and pitched. The pitch explores the adaptation of NFDI-RFCs in the NFDI context, outlining how they serve as a structured yet flexible format for doc-umenting and discussing evolving best practices, policies, and technical specifications. The presentation has been held at the NFDI4ING All-Hands-Meeting 2024 in Hannover. 
description: The authors would like to thank the Federal Government and the Heads of Government of the Länder, as well as the Joint Science Conference (GWK), for their funding and support within the framework of the NFDI4ING consortium. Funded by the German Research Foundation (DFG) – project number 442146713.
Open Science for sustainability and inclusiveness: the SKA role model
Creators: name: Verdes-Montenegro, Lourdes
name: Sánchez, Susana
name: Garrido, Julian
Publisher: name: Zenodo
Year: 2021

description: Open Science may seem like a “new" approach to Science, but in fact it is a fundamental principle of the Scientific Method, which was established in the 17th Century. The ability of Open Science to enhance scientific collaboration and knowledge interchange in a transparent way has put it in the spotlight in this era of Big Data and data intensive research. However, Open Science is not only an indispensable element of high-quality science and comes with a wider impact in other areas. In this talk we show how Open Science encourages the democratisation of science, accelerates the transfer of knowledge to society, promotes equity and inclusiveness as well as other actions that contribute to achieving the Sustainable Development Goals of the United Nations. Furthermore, we emphasise how it is key in maximising the scientific impact of the SKA Observatory: the SKA is a Big data infrastructure with a multidisciplinary worldwide community of users that already started collaborating to prepare for the challenge, whose core will be at the SKA Regional Centres, where SKA science will be carried out. We will also describe the existing barriers to embrace Open Science and the FAIR principles as seen from individual scientists, data centres, KSP teams, publishers or even funding agencies, and how the community building the SRCs is addressing these challenges. The effort seems worth it, both for better science and to maximise social impact. We argue that for the SKA, adoption of Open Science is both a need and a duty, and will show that the SKA and its community has already taken this flag.
AUT718987_Lay_Abstract – Supplemental material for Development of a patient-centered conceptual model of the impact of living with autism spectrum disorder
Creators: name: McDougall, Fiona
name: Willgoss, Thomas
name: Hwang, Steve
name: Bolognani, Federico
name: Murtagh, Lorraine
name: Anagnostou, Evdokia
name: Rofail, Diana
Publisher: name: SAGE Journals
Year: 2017
Subjects: subject: 170199 Psychology not elsewhere classified
subject: FOS: Psychology
subject: 110319 Psychiatry (incl. Psychotherapy)
subject: FOS: Clinical medicine
subject: 111799 Public Health and Health Services not elsewhere classified
subject: FOS: Health sciences
subject: Education
subject: 130312 Special Education and Disability
subject: FOS: Educational sciences

description: Supplemental material, AUT718987_Lay_Abstract for Development of a patient-centered conceptual model of the impact of living with autism spectrum disorder by Fiona McDougall, Thomas Willgoss, Steve Hwang, Federico Bolognani, Lorraine Murtagh, Evdokia Anagnostou and Diana Rofail in Autism
An Analysis of the Empirical Assumptions v. the Reality of Noncitizen Children Encountered at the U.S. – Mexico Border
Creators: name: Grant, Caitlin
Publisher: name: University of Chicago
Year: 2022
Subjects: subject: Immigration
subject: Refugees
subject: Trump
subject: Border Politics
subject: Southern Border
subject: Media
subject: Asylum
subject: Border Patrol
subject: Center for Border Protection

description: The United States’ treatment of undocumented refugee minors violates many international refugee and asylum laws and treaties. It further perpetuates and encourages scientifically proven harm and trauma inflicted upon vulnerable populations. Regardless, U.S. policies, specifically Title 42 protocols, continually reinforce these violations. This paper seeks to address the discrepancy between published media accounts of border encounters with children and the reality of these children and broader factors which led them to migrate. Through an examination of international treaties and national policies, a relevant literature review, and an analysis of U.S. Customs and Border Protection (CBP) and the Department of Homeland Security (DHS) media publications and data, this paper argues that the negative treatment and perception of child migrants is a result of an assumption that these undocumented children crossing the Southern border are inherently bad and in the United States as a result of their guardians careless decisions. I explain how this conception is enforced by border control’s the media narrations.
Additional file 1 of Pseudonymization tools for medical research: a systematic review
Creators: name: Abu Attieh, Hammam
name: Müller, Armin
name: Wirth, Felix Nikolaus
name: Prasser, Fabian
Publisher: name: figshare
Year: 2025
Subjects: subject: Information Systems
subject: FOS: Computer and information sciences

description: Supplementary Material 1
Supplemental Material, Appendix_1.Centralized_TOC_Pharmacy_Intervention_Tracking_Form - Evaluation of Clinical Pharmacist Services in a Transitions of Care Program Provided to Patients at Highest Risk for Readmission
Creators: name: Fennelly, Jessica E.
name: Coe, Antoinette B.
name: Kippes, Kellie A.
name: Remington, Tami L.
name: Choe, Hae Mi
Publisher: name: SAGE Journals
Year: 2018
Subjects: subject: 111199 Nutrition and Dietetics not elsewhere classified
subject: FOS: Health sciences
subject: 111702 Aged Health Care
subject: 111599 Pharmacology and Pharmaceutical Sciences not elsewhere classified
subject: FOS: Clinical medicine

description: Supplemental Material, Appendix_1.Centralized_TOC_Pharmacy_Intervention_Tracking_Form for Evaluation of Clinical Pharmacist Services in a Transitions of Care Program Provided to Patients at Highest Risk for Readmission by Jessica E. Fennelly, Antoinette B. Coe, Kellie A. Kippes, Tami L. Remington, and Hae Mi Choe in Journal of Pharmacy Practice
Framing Immigration and National Sovereignty in The French Far-Right: Marine Le Pen’s Rhetoric and The Dédiabolisation Strategy
Creators: name: Vermersch, Lucie Viviane Danielle
Publisher: name: University of Chicago
Year: 2022
Subjects: subject: Marine Le Pen
subject: Populism
subject: Discursive Analysis
subject: Far-right parties
subject: French elections
subject: Immigration
subject: National Sovereignty
subject: Rassemblement National
subject: Dédiabolisation

description: Over recent decades, Europe has been the site of a fervent consolidation of populist far- right parties. Much research has been produced on the etiology of emergence and consolidation in this party-political space. Hitherto, the majority of this scholarship has focused on two principal factors: political opportunity structures (e.g., the electoral system) and sociological undercurrents (e.g., dealignment and cleavages). In this thesis, I seek to lay the groundwork for a third explanandum of populist far-right success and failure: the discursive devices these leaders use to communicate with their core and potential constituencies. Namely, I aim to explore and evidence the strategic moderation and polarization of rhetoric and policy on the right of the party-political spectrum, leveraging the case of Marine Le Pen and the Rassemblement National (formerly the Front National) in France as a vehicle to explore so- called ‘diabolisation’ and ‘dédiabolisation’ on the populist right. Given the many factors at play in shaping such a strategy, from the content to the tone and gestures employed to the locations of the public appearances, I have chosen to restrict my analysis to the content of Marine Le Pen’s speeches during her presidential campaigns of 2012, 2017, and 2022. Surprisingly, I find no evidence of Le Pen becoming less extreme over time (indeed, quite the opposite), casting some doubt on the credibility of the dédiabolisation hypothesis. More broadly, the results reveal a degree of thematic reshuffling in Le Pen’s discourse as her stance on immigration and national sovereignty evolves over time. Ultimately, this thesis offers a unique window into the process by which a populist far-right leader fashions their discourse over time.
Supp_Database_searching_syntax_revised – Supplemental material for Symptom prevalence and quality of life of patients with end-stage liver disease: A systematic review and meta-analysis
Creators: name: Peng, Jen-Kuei
name: Hepgul, Nilay
name: J Higginson, Irene
name: Gao, Wei
Publisher: name: SAGE Journals
Year: 2018
Subjects: Geriatrics and Gerontology
Aged Health Care

description: Supplemental material, Supp_Database_searching_syntax_revised for Symptom prevalence and quality of life of patients with end-stage liver disease: A systematic review and meta-analysis by Jen-Kuei Peng, Nilay Hepgul, Irene J Higginson and Wei Gao in Palliative Medicine