cometadata/datacite-rtg-text-other-reclassification-records huggingface dataset:
Sphaerostephanos melanophlebius S. E. Fawc. & A. R. Sm., comb. nov.
Creators: name: Fawcett, Susan
name: Smith, Alan R.
Publisher: name: BRIT Press
Year: 2021
Subjects: Biodiversity
Taxonomy
Plantae
Tracheophyta
Polypodiopsida
Polypodiales
Thelypteridaceae
Sphaerostephanos
Sphaerostephanos melanophlebius

description: Sphaerostephanos melanophlebius (Copel.) S.E. Fawc. & A.R. Sm., comb. nov.
— Dryopteris melanophlebia Copel., Philipp. J. Sci, Bot. 6:147. 1911. — Cyclosorus melanophlebius (Copel.) Ching — Pronephrium melanophlebium (Copel.) Holttum — Thelypteris melanophlebia (Copel.) C.F.Reed
description: Published as part of Fawcett, Susan & Smith, Alan R., 2021, A Generic Classification of the Thelypteridaceae, Fort Worth, Texas, USA :BRIT Press on page 82, DOI: 10.17348/jbrit.v15.i2.1206, http://zenodo.org/record/14111022
Multidimensional small divisor functions
Creators: name: Mono, Andreas
Publisher: name: arXiv
Year: 2020
Subjects: subject: Number Theory (math.NT)
subject: FOS: Mathematics

description: This is a short note generalizing the construction from arXiv:1906.07410, arXiv:2009.04955 to multi-indices. We recommend to consider both references first. We obtain polar harmonic Maaß forms of non-positive integral weight if the dimension is even and greater than $2$. We provide explicit examples in dimension $4$, $6$, $8$, and $10$.
description: 10 pages, no figures, comments welcome
Statistical inference for rough volatility: Central limit theorems
Creators: name: Chong, Carsten
name: Hoffmann, Marc
name: Liu, Yanghui
name: Rosenbaum, Mathieu
name: Szymanski, Grégoire
Publisher: name: arXiv
Year: 2022
Subjects: subject: Statistics Theory (math.ST)
subject: Statistical Finance (q-fin.ST)
subject: FOS: Mathematics
subject: FOS: Economics and business
subject: Primary 62G15, 62G20, 62M09, secondary 60F05, 62P20

description: In recent years, there has been a substantive interest in rough volatility models. In this class of models, the local behavior of stochastic volatility is much more irregular than semimartingales and resembles that of a fractional Brownian motion with Hurst parameter $H < 0.5$. In this paper, we derive a consistent and asymptotically mixed normal estimator of $H$ based on high-frequency price observations. In contrast to previous works, we work in a semiparametric setting and do not assume any a priori relationship between volatility estimators and true volatility. Furthermore, our estimator attains a rate of convergence that is known to be optimal in a minimax sense in parametric rough volatility models.
Additional file 1 of Capacity-building and continuing professional development in healthcare and rehabilitation in low- and middle-income countries—a scoping review protocol
Creators: name: Deprez, Dalton
name: Busch, Angela J.
name: Ramirez, Paola Andrea
name: Pedrozo Araque, Eliany
name: Bidonde, Julia
Publisher: name: figshare
Year: 2024
Subjects: subject: Medicine
subject: Sociology
subject: FOS: Sociology
subject: Cancer
subject: Science Policy

description: Additional file 1. PRISMA-P Checklist. Reporting of items for a systematic review.
Appendix_2_Search_strategy-16Oct2018 – Supplemental material for Management of severe arterial hypertension associated with serotonin syndrome: a case report analysis based on systematic review techniques
Creators: name: Ott, Michael
name: Mannchen, Julie K.
name: Jamshidi, Fariba
name: Werneke, Ursula
Publisher: name: SAGE Journals
Year: 2019
Subjects: subject: 111599 Pharmacology and Pharmaceutical Sciences not elsewhere classified
subject: FOS: Clinical medicine

description: Supplemental material, Appendix_2_Search_strategy-16Oct2018 for Management of severe arterial hypertension associated with serotonin syndrome: a case report analysis based on systematic review techniques by Michael Ott, Julie K. Mannchen, Fariba Jamshidi and Ursula Werneke in Therapeutic Advances in Psychopharmacology
Supplemental Material, PITOW_Summary_Table_2 - Parenting in Times of War: A Meta-Analysis and Qualitative Synthesis of War Exposure, Parenting, and Child Adjustment
Creators: name: Hend Eltanamly
name: Leijten, Patty
name: Jak, Suzanne
name: Geertjan Overbeek
Publisher: name: SAGE Journals
Year: 2019
Subjects: subject: 160299 Criminology not elsewhere classified
subject: FOS: Law

description: Supplemental Material, PITOW_Summary_Table_2 for Parenting in Times of War: A Meta-Analysis and Qualitative Synthesis of War Exposure, Parenting, and Child Adjustment by Hend Eltanamly, Patty Leijten, Suzanne Jak, and Geertjan Overbeek in Trauma, Violence, & Abuse
Sphaerostephanos micropinnatus S. E. Fawc. & A. R. Sm., comb. nov.
Creators: name: Fawcett, Susan
name: Smith, Alan R.
Publisher: name: BRIT Press
Year: 2021
Subjects: Biodiversity
Taxonomy
Plantae
Tracheophyta
Polypodiopsida
Polypodiales
Thelypteridaceae
Sphaerostephanos
Sphaerostephanos micropinnatus

description: Sphaerostephanos micropinnatus (Holttum) S.E. Fawc. & A.R. Sm., comb. nov.
— Pronephrium micropinnatum Holttum, Blumea 20:108.1972.
description: Published as part of Fawcett, Susan & Smith, Alan R., 2021, A Generic Classification of the Thelypteridaceae, Fort Worth, Texas, USA :BRIT Press on page 82, DOI: 10.17348/jbrit.v15.i2.1206, http://zenodo.org/record/14111022
Optomechanical Backreaction of Quantum Field Processes in Dynamical Casimir Effect
Creators: name: Xie, Yu-Cun
name: Butera, Salvatore
name: Hu, Bei-Lok
Publisher: name: arXiv
Year: 2023
Subjects: subject: Quantum Physics (quant-ph)
subject: Other Condensed Matter (cond-mat.other)
subject: General Relativity and Quantum Cosmology (gr-qc)
subject: High Energy Physics - Theory (hep-th)
subject: FOS: Physical sciences

description: Dynamical Casimir effect (DCE) and cosmological particle creation (CPC) share the same underlying physical mechanism, that of parametric amplification of vacuum fluctuations in the quantum field by an expanding universe or by a fast moving boundary. Backreaction of cosmological particle creation at the Planck time has been shown to play a significant role in the isotropization and homogenization of the early universe. Understanding the backreaction effects of quantum field processes in DCE is the goal of this work. We present analyses of quantum field processes in two model systems: in 1+1D, a ring with time-dependent radius, and in 3+1D, a symmetric rectangular conducting box with one moving side. In both cases the time-dependence of the radius or the length is determined solely by the backreaction of particle creation and related effects, there is no external agent. We find that for 1+1D, the only quantum field effect due to the trace anomaly tends to accelerate the contraction of the ring over and above that due to the attractive force in the static Casimir effect. For the rectangular box the expansion or contraction is slowed down compared to that due to the static Casimir effect. Our findings comply with what is known as the quantum Lenz law, found in cosmological backreaction problems: the backreaction works in the direction of opposing further changes, which means the suppression of particle creation and a slow down of the system dynamics. In conclusion we suggest two related classes of problems of theoretical significance for further investigations.
description: 19 pages, 3 figures
Bounded-Degree Planar Graphs Do Not Have Bounded-Degree Product Structure
Creators: name: Dujmović, Vida
name: Joret, Gwenaël
name: Micek, Piotr
name: Morin, Pat
name: Wood, David R.
Publisher: name: arXiv
Year: 2022
Subjects: subject: Combinatorics (math.CO)
subject: FOS: Mathematics

description: Product structure theorems are a collection of recent results that have been used to resolve a number of longstanding open problems on planar graphs and related graph classes. One particularly useful version states that every planar graph $G$ is contained in the strong product of a $3$-tree $H$, a path $P$, and a $3$-cycle $K_3$; written as $G\subseteq H\boxtimes P\boxtimes K_3$. A number of researchers have asked if this theorem can be strengthened so that the maximum degree in $H$ can be bounded by a function of the maximum degree in $G$. We show that no such strengthening is possible. Specifically, we describe an infinite family $\mathcal{G}$ of planar graphs of maximum degree $5$ such that, if an $n$-vertex member $G$ of $\mathcal{G}$ is isomorphic to a subgraph of $H\boxtimes P\boxtimes K_c$ where $P$ is a path and $H$ is a graph of maximum degree $Δ$ and treewidth $t$, then $tΔc \ge 2^{Ω(\sqrt{\log\log n})}$.
description: Small corrections, clearer notation
Krylov complexity in quantum field theory, and beyond
Creators: name: Avdoshkin, Alexander
name: Dymarsky, Anatoly
name: Smolkin, Michael
Publisher: name: arXiv
Year: 2022
Subjects: subject: High Energy Physics - Theory (hep-th)
subject: Quantum Physics (quant-ph)
subject: FOS: Physical sciences

description: We study Krylov complexity in various models of quantum field theory: free massive bosons and fermions on flat space and on spheres, holographic models, and lattice models with the UV-cutoff. In certain cases we find asymptotic behavior of Lanczos coefficients, which goes beyond previously observed universality. We confirm that in all cases the exponential growth of Krylov complexity satisfies the conjectural inequality, which generalizes the Maldacena-Shenker-Stanford bound on chaos. We discuss temperature dependence of Lanczos coefficients and note that the relation between the growth of Lanczos coefficients and chaos may only hold for the sufficiently late, truly asymptotic regime governed by the physics at the UV cutoff. Contrary to previous suggestions, we show scenarios when Krylov complexity in quantum field theory behaves qualitatively differently from the holographic complexity.
description: v2, journal version, Appendix E substantially expanded
A Few-Shot Approach to Dysarthric Speech Intelligibility Level Classification Using Transformers
Creators: name: Chowdary, Paleti Nikhil
name: Aravind, Vadlapudi Sai
name: Vardhan, Gorantla V N S L Vishnu
name: Akshay, Menta Sai
name: Aashish, Menta Sai
name: G, Jyothish Lal.
Publisher: name: arXiv
Year: 2023
Subjects: subject: Sound (cs.SD)
subject: Computation and Language (cs.CL)
subject: Audio and Speech Processing (eess.AS)
subject: FOS: Computer and information sciences
subject: FOS: Electrical engineering, electronic engineering, information engineering

description: Dysarthria is a speech disorder that hinders communication due to difficulties in articulating words. Detection of dysarthria is important for several reasons as it can be used to develop a treatment plan and help improve a person's quality of life and ability to communicate effectively. Much of the literature focused on improving ASR systems for dysarthric speech. The objective of the current work is to develop models that can accurately classify the presence of dysarthria and also give information about the intelligibility level using limited data by employing a few-shot approach using a transformer model. This work also aims to tackle the data leakage that is present in previous studies. Our whisper-large-v2 transformer model trained on a subset of the UASpeech dataset containing medium intelligibility level patients achieved an accuracy of 85%, precision of 0.92, recall of 0.8 F1-score of 0.85, and specificity of 0.91. Experimental results also demonstrate that the model trained using the 'words' dataset performed better compared to the model trained on the 'letters' and 'digits' dataset. Moreover, the multiclass model achieved an accuracy of 67%.
description: Paper has been presented at ICCCNT 2023 and the final version will be published in IEEE Digital Library Xplore
Collective Privacy Recovery: Data-sharing Coordination via Decentralized Artificial Intelligence
Creators: name: Pournaras, Evangelos
name: Ballandies, Mark Christopher
name: Bennati, Stefano
name: Chen, Chien-fei
Publisher: name: arXiv
Year: 2023
Subjects: subject: Artificial Intelligence (cs.AI)
subject: Computers and Society (cs.CY)
subject: Distributed, Parallel, and Cluster Computing (cs.DC)
subject: Information Retrieval (cs.IR)
subject: Multiagent Systems (cs.MA)
subject: FOS: Computer and information sciences

description: Collective privacy loss becomes a colossal problem, an emergency for personal freedoms and democracy. But, are we prepared to handle personal data as scarce resource and collectively share data under the doctrine: as little as possible, as much as necessary? We hypothesize a significant privacy recovery if a population of individuals, the data collective, coordinates to share minimum data for running online services with the required quality. Here we show how to automate and scale-up complex collective arrangements for privacy recovery using decentralized artificial intelligence. For this, we compare for first time attitudinal, intrinsic, rewarded and coordinated data sharing in a rigorous living-lab experiment of high realism involving >27,000 real data disclosures. Using causal inference and cluster analysis, we differentiate criteria predicting privacy and five key data-sharing behaviors. Strikingly, data-sharing coordination proves to be a win-win for all: remarkable privacy recovery for people with evident costs reduction for service providers.
description: Contains Supplementary Information
Near-field Imaging of Optical Resonances in Silicon Metasurfaces Using Photoelectron Microscopy
Creators: name: Boehm, Alex
name: Gennaro, Sylvain D.
name: Doiron, Chloe F.
name: Beechem, Thomas E.
name: Sinclair, Michael B.
name: Brener, Igal
name: Sarma, Raktim
name: Ohta, Taisuke
Publisher: name: arXiv
Year: 2023
Subjects: subject: Optics (physics.optics)
subject: Mesoscale and Nanoscale Physics (cond-mat.mes-hall)
subject: FOS: Physical sciences

description: Precise control of light-matter interactions at the nanoscale lies at the heart of nanophotonics. Experimental examination at this length scale is challenging, however, since the corresponding electromagnetic near-field is often confined within volumes below the resolution of conventional optical microscopy. In semiconductor nanophotonics electromagnetic fields are further restricted within the confines of individual subwavelength resonators, limiting access to critical light-matter interactions in these structures. In this work, we demonstrate that photoelectron emission microscopy (PEEM) can be used for polarization resolved near-field spectroscopy and imaging of electromagnetic resonances supported by broken-symmetry silicon metasurfaces. We find that the photoemission results, enabled through an in-situ potassium surface layer, are consistent with full-wave simulations and far-field reflectance measurements across visible and near-infrared wavelengths. In addition, we uncover a polarization dependent evolution of collective resonances near the metasurface array edge taking advantage of the far-field excitation and full-field imaging of PEEM. Here, we deduce that coupling between eight resonators or more establishes the collective excitations of this metasurface. All told, we demonstrate that the high-spatial resolution hyperspectral imaging and far-field illumination of PEEM can be leveraged for the metrology of collective, non-local, optical resonances in semiconductor nanophotonic structures.
description: 17 pages, 5 Figures, Supporting Information: 14 pages, 10 figures
PN-OWL: A Two Stage Algorithm to Learn Fuzzy Concept Inclusions from OWL Ontologies
Creators: name: Cardillo, Franco Alberto
name: Debole, Franca
name: Straccia, Umberto
Publisher: name: arXiv
Year: 2023
Subjects: subject: Artificial Intelligence (cs.AI)
subject: FOS: Computer and information sciences

description: OWL ontologies are a quite popular way to describe structured knowledge in terms of classes, relations among classes and class instances. In this paper, given a target class T of an OWL ontology, with a focus on ontologies with real- and boolean-valued data properties, we address the problem of learning graded fuzzy concept inclusion axioms with the aim of describing enough conditions for being an individual classified as instance of the class T. To do so, we present PN-OWL that is a two-stage learning algorithm made of a P-stage and an N-stage. Roughly, in the P-stage the algorithm tries to cover as many positive examples as possible (increase recall), without compromising too much precision, while in the N-stage, the algorithm tries to rule out as many false positives, covered by the P-stage, as possible. PN-OWL then aggregates the fuzzy inclusion axioms learnt at the P-stage and the N-stage by combining them via aggregation functions to allow for a final decision whether an individual is instance of T or not. We also illustrate its effectiveness by means of an experimentation. An interesting feature is that fuzzy datatypes are built automatically, the learnt fuzzy concept inclusions can be represented directly into Fuzzy OWL 2 and, thus, any Fuzzy OWL 2 reasoner can then be used to automatically determine/classify (and to which degree) whether an individual belongs to the target class T or not.
description: arXiv admin note: substantial text overlap with arXiv:2008.05297
Enhancing Knee Osteoarthritis severity level classification using diffusion augmented images
Creators: name: Chowdary, Paleti Nikhil
name: Vardhan, Gorantla V N S L Vishnu
name: Akshay, Menta Sai
name: Aashish, Menta Sai
name: Aravind, Vadlapudi Sai
name: Rayalu, Garapati Venkata Krishna
name: P, Aswathy
Publisher: name: arXiv
Year: 2023
Subjects: subject: Computer Vision and Pattern Recognition (cs.CV)
subject: Artificial Intelligence (cs.AI)
subject: Machine Learning (cs.LG)
subject: FOS: Computer and information sciences

description: This research paper explores the classification of knee osteoarthritis (OA) severity levels using advanced computer vision models and augmentation techniques. The study investigates the effectiveness of data preprocessing, including Contrast-Limited Adaptive Histogram Equalization (CLAHE), and data augmentation using diffusion models. Three experiments were conducted: training models on the original dataset, training models on the preprocessed dataset, and training models on the augmented dataset. The results show that data preprocessing and augmentation significantly improve the accuracy of the models. The EfficientNetB3 model achieved the highest accuracy of 84\% on the augmented dataset. Additionally, attention visualization techniques, such as Grad-CAM, are utilized to provide detailed attention maps, enhancing the understanding and trustworthiness of the models. These findings highlight the potential of combining advanced models with augmented data and attention visualization for accurate knee OA severity classification.
description: Paper has been accepted to be presented at ICACECS 2023 and the final version will be published by Atlantis Highlights in Computer Science (AHCS) , Atlantis Press(part of Springer Nature)
Nonlinear social evolution and the emergence of collective action
Creators: name: Allen, Benjamin
name: Khwaja, Abdur-Rahman
name: Donahue, James L.
name: Lattanzio, Cassidy
name: Dementieva, Yulia A.
name: Sample, Christine
Publisher: name: arXiv
Year: 2023
Subjects: subject: Populations and Evolution (q-bio.PE)
subject: FOS: Biological sciences
subject: 92D15, 91A22

description: Organisms from microbes to humans engage in a variety of social behaviors, which affect fitness in complex, often nonlinear ways. The question of how these behaviors evolve has consequences ranging from antibiotic resistance to human origins. However, evolution with nonlinear social interactions is challenging to model mathematically, especially in combination with spatial, group, and/or kin assortment. We derive a mathematical condition for natural selection with synergistic interactions among any number of individuals. This result applies to populations with arbitrary (but fixed) spatial or network structure, group subdivision, and/or mating patterns. In this condition, nonlinear fitness effects are ascribed to collectives, and weighted by a new measure of collective relatedness. For weak selection, this condition can be systematically evaluated by computing branch lengths of ancestral trees. We apply this condition to pairwise games between diploid relatives, and to dilemmas of collective help or harm among siblings and on spatial networks. Our work provides a rigorous basis for extending the notion of ``actor", in the study of social evolution, from individuals to collectives.
description: 12 page main text, with 72 page Supplementary Information. Published in PNAS Nexus. Previously posted as a preprint entitled "Natural selection for collective action"
Additional file 2 of Capacity-building and continuing professional development in healthcare and rehabilitation in low- and middle-income countries—a scoping review protocol
Creators: name: Deprez, Dalton
name: Busch, Angela J.
name: Ramirez, Paola Andrea
name: Pedrozo Araque, Eliany
name: Bidonde, Julia
Publisher: name: figshare
Year: 2024
Subjects: subject: Medicine
subject: Sociology
subject: FOS: Sociology
subject: Cancer
subject: Science Policy

description: Additional file 2. Medline Search Strategy
title: An intensity-based LIF measurement technique to quantify film thicknesses in the air gap of an electric motor with direct liquid cooling
Creators: name: Auernhammer, A.
name: Bonarens, M.
name: Goet, G.
name: Wagner, S.
name: Schorr, J.
name: Dreizler, A.
name: Böhm, B.
Publisher: name: Springer
Year: 2025

description: The air gap of an optically accessible model of a directly cooled radial flux electric motor is investigated using laser-induced fluorescence (LIF). The cooling oil enters the air gap and a film forms on the stator surface, which resembles a thin film in a shear flow. The flow phenomena at different rotational speeds (2000 rpm to 10,000 rpm) are described. An intensity-based LIF measurement technique is developed and used to measure the film thickness on the stator in a realistic air gap environment. The rotational speed influences the flow phenomena and the film thickness of the stator film. With increasing rotational speed, i.e., increasing gas Reynolds number, the film thickness probability density functions (PDFs) shift to lower film thicknesses and become narrower, which is in agreement with the characteristic behavior of films in shear flows as reported in the literature. Additionally, the velocities of the wave crests which move across the film surface are evaluated and used to calculate the film Reynolds number ReF, which characterizes the investigated operating points.
Topological modes and spectral flows in inhomogeneous PT-symmetric continuous media
Creators: name: Fu, Yichen
name: Qin, Hong
Publisher: name: arXiv
Year: 2023
Subjects: subject: Plasma Physics (physics.plasm-ph)
subject: Mesoscale and Nanoscale Physics (cond-mat.mes-hall)
subject: Fluid Dynamics (physics.flu-dyn)
subject: Quantum Physics (quant-ph)
subject: FOS: Physical sciences

description: In classical Hermitian continuous media, the spectral-flow index of topological modes is linked to the bulk topology via index theorem. However, the interface between two bulks is usually non-Hermitian due to the inhomogeneities of system parameters. We show that the connection between topological modes and bulk topology still exists despite the non-Hermiticity at the interface if the system is endowed with PT symmetry. The theoretical framework developed is applied to the Hall magnetohydrodynamic model to identify a topological mode called topological Alfvén-sound wave in magnetized plasmas.
Supplemental_Material_App1 - Research data management in practice: Results from a cross-sectional survey of health and medical researchers from an academic institution in Australia
Creators: name: Krahe, Michelle A
name: Toohey, Julie
name: Wolski, Malcolm
name: Scuffham, Paul A
name: Reilly, Sheena
Publisher: name: SAGE Journals
Year: 2019
Subjects: subject: 111708 Health and Community Services
subject: FOS: Health sciences
subject: 111799 Public Health and Health Services not elsewhere classified

description: Supplemental_Material_App1 for Research data management in practice: Results from a cross-sectional survey of health and medical researchers from an academic institution in Australia by Michelle A Krahe, Julie Toohey, Malcolm Wolski, Paul A Scuffham, and Sheena Reilly in Health Information Management Journal
SupplementalFile5 – Supplemental material for Clinically Relevant Biomarker Discovery in High-Risk Recurrent Neuroblastoma
Creators: name: Utnes, Peter
name: Løkke, Cecilie
name: Flægstad, Trond
name: Einvik, Christer
Publisher: name: SAGE Journals
Year: 2019
Subjects: subject: 69999 Biological Sciences not elsewhere classified
subject: FOS: Biological sciences

description: Supplemental material, SupplementalFile5 for Clinically Relevant Biomarker Discovery in High-Risk Recurrent Neuroblastoma by Peter Utnes, Cecilie Løkke, Trond Flægstad and Christer Einvik in Cancer Informatics
Table_S1 – Supplemental material for Prognostic nomogram for patients with non-metastatic HER2 positive breast cancer in a prospective cohort
Creators: name: Luo, Chuanxu
name: Zhong, Xiaorong
name: Wang, Zhu
name: Wang, Yu
name: Wang, Yanping
name: He, Ping
name: Peng, Qian
name: Zheng, Hong
Publisher: name: SAGE Journals
Year: 2019
Subjects: Oncology and Carcinogenesis not elsewhere classified

description: Supplemental material, Table_S1 for Prognostic nomogram for patients with non-metastatic HER2 positive breast cancer in a prospective cohort by Chuanxu Luo, Xiaorong Zhong, Zhu Wang, Yu Wang, Yanping Wang, Ping He, Qian Peng and Hong Zheng in The International Journal of Biological Markers
Near Real-Time Gravitational Wave Data Analysis of the Massive Black Hole Binary with TianQin
Creators: name: Chen, Hong-Yu
name: Lyu, Xiang-Yu
name: Li, En-Kun
name: Hu, Yi-Ming
Publisher: name: arXiv
Year: 2023
Subjects: subject: General Relativity and Quantum Cosmology (gr-qc)
subject: Astrophysics of Galaxies (astro-ph.GA)
subject: Instrumentation and Methods for Astrophysics (astro-ph.IM)
subject: FOS: Physical sciences

description: Space-borne gravitational wave (GW) detectors can detect the merger of massive black holes. The early warning and localization of GW events before merging can be used to inform electromagnetic telescopes and conduct multimessenger observations. However, this requires real-time data transmission and analysis capabilities. The geocentric orbit of the space-borne GW detector TianQin makes it possible to conduct real-time data transmission. In this study, we develop a search and localization pipeline for massive black hole binaries (MBHBs) with TianQin under both regular and real-time data transmission modes. We demonstrate that, with real-time data transmission, MBHBs can be accurately localized on the fly. With the approaching merger, each analysis can be finished in only 40 min. For an MBHB system at a distance of 1 Gpc, if we receive data every hour, then we can pinpoint its location to within less than 1 deg$^2$ on the final day before the merger.
Supplementary_tables_1-5 – Supplemental material for Clinicopathological and molecular differences in colorectal cancer according to location
Creators: name: Hsu, Yu-Lun
name: Chun-Chi Lin
name: Jeng-Kai Jiang
name: Hung-Hsin Lin
name: Yuan-Tzu Lan
name: Huann-Sheng Wang
name: Shung-Haur Yang
name: Wei-Shone Chen
name: Tzu-Chen Lin
name: Jen-Kou Lin
name: Pei-Ching Lin
name: Shih-Ching Chang
Publisher: name: SAGE Journals
Year: 2019
Subjects: subject: 111299 Oncology and Carcinogenesis not elsewhere classified
subject: FOS: Clinical medicine

description: Supplemental material, Supplementary_tables_1-5 for Clinicopathological and molecular differences in colorectal cancer according to location by Yu-Lun Hsu, Chun-Chi Lin, Jeng-Kai Jiang, Hung-Hsin Lin, Yuan-Tzu Lan, Huann-Sheng Wang, Shung-Haur Yang, Wei-Shone Chen, Tzu-Chen Lin, Jen-Kou Lin, Pei-Ching Lin and Shih-Ching Chang in The International Journal of Biological Markers
Sphaerostephanos superbus S. E. Fawc. & A. R. Sm., comb. nov.
Creators: name: Fawcett, Susan
name: Smith, Alan R.
Publisher: name: BRIT Press
Year: 2021
Subjects: Biodiversity
Taxonomy
Plantae
Tracheophyta
Polypodiopsida
Polypodiales
Thelypteridaceae
Sphaerostephanos
Sphaerostephanos superbus

description: Sphaerostephanos superbus (Brause) S.E. Fawc. & A.R. Sm., comb. nov.
— Dryopteris superba Brause, Bot. Jahrb. Syst. 56:105. 1920. — Cyclosorus superbus (Brause) Ching — Pneumatopteris superba (Brause) Holttum
description: Published as part of Fawcett, Susan & Smith, Alan R., 2021, A Generic Classification of the Thelypteridaceae, Fort Worth, Texas, USA :BRIT Press on page 82, DOI: 10.17348/jbrit.v15.i2.1206, http://zenodo.org/record/14111022
Pranks & Politics
Creators: name: Hunt, SD
Publisher: name: UNSW Sydney
Year: 2017

description: In this audiovisual presentation I reflect on the mix of creative methods that are currently viable for establishing and (re)creating a complex cast of characters via graphics, public pranks, and other modes of storytelling. The presentation will discuss the changes over the last fifteen years I have observed in social justice protests and social media activism that engage mainstream media attention. I then analyse two successful graphic-based campaigns that I ran in 2014. The 1st four-day campaign concerned Opera Australia’s hiring of Tamar Iveri, a soprano singer who had advocated violence against LGBTI activists in her hometown of Tbilisi, Georgia. Mostly remaining within social media, this campaign utilised the initial viral spread of an infographic to target Facebook mechanisms that measure public satisfaction with commercial organisations and sponsors. The second month-long campaign concerned the proposed attendance of Australian government ministers at the anti-gay, anti-abortion “World Congress of Families” conference in Melbourne. Eventually crossing into mainstream media, this campaign succeeded via the utilisation of a variety of online and of offline participatory tactics.
description: Push : Art & Politics; Maroochydore Surf Life Saving Club, Queensland; 2017-09-13 - 2017-09-13
Supplementary_Figures – Supplemental material for Expression of long intergenic non-coding RNA, regulator of reprogramming, and its prognostic value in patients with glioblastoma
Creators: name: Toraih, Eman A.
name: El-Wazir, Aya
name: Hussein, Mohammad H.
name: Moataz S. Khashana
name: Amgad Matter
name: Fawzy, Manal S.
name: Somaya Hosny
Publisher: name: SAGE Journals
Year: 2019
Subjects: subject: 111299 Oncology and Carcinogenesis not elsewhere classified
subject: FOS: Clinical medicine

description: Supplemental material, Supplementary_Figures for Expression of long intergenic non-coding RNA, regulator of reprogramming, and its prognostic value in patients with glioblastoma by Eman A. Toraih, Aya El-Wazir, Mohammad H. Hussein, Moataz S. Khashana, Amgad Matter, Manal S. Fawzy and Somaya Hosny in The International Journal of Biological Markers
834891_Appendix_1_online_supp – Supplemental material for Canada’s new Healthy Eating Strategy: Implications for health care professionals and a call to action
Creators: name: Bacon, Simon L.
name: Norm R. C. Campbell
name: Raine, Kim D.
name: Tsuyuki, Ross T.
name: Khan, Nadia A.
name: Arango, Manuel
name: Kaczorowski, Janusz
Publisher: name: SAGE Journals
Year: 2019
Subjects: subject: 111599 Pharmacology and Pharmaceutical Sciences not elsewhere classified
subject: FOS: Clinical medicine

description: Supplemental material, 834891_Appendix_1_online_supp for Canada’s new Healthy Eating Strategy: Implications for health care professionals and a call to action by Simon L. Bacon, Norm R. C. Campbell, Kim D. Raine, Ross T. Tsuyuki, Nadia A. Khan, Manuel Arango and Janusz Kaczorowski in Canadian Pharmacists Journal / Revue des Pharmaciens du Canada
A Zigbee Based Cost-Effective Home Monitoring System Using WSN
Creators: name: Rayalu, Garapati Venkata Krishna
name: Chowdary, Paleti Nikhil
name: Nadella, Manish
name: Harsha, Dabbara
name: Sathvika, Pingali
name: Gowri, B. Ganga
Publisher: name: arXiv
Year: 2023
Subjects: subject: Networking and Internet Architecture (cs.NI)
subject: FOS: Computer and information sciences

description: WSNs are vital in a variety of applications, including environmental monitoring, industrial process control, and healthcare. WSNs are a network of spatially scattered and dedicated sensors that monitor and record the physical conditions of the environment.Significant obstacles to WSN efficiency include the restricted power and processing capabilities of individual sensor nodes and the issues with remote and inaccessible deployment sites. By maximising power utilisation, enhancing network effectiveness, and ensuring adaptability and durability through dispersed and decentralised operation, this study suggests a comprehensive approach to dealing with these challenges. The suggested methodology involves data compression, aggregation, and energy-efficient protocol. Using these techniques, WSN lifetimes can be increased and overall performance can be improved. In this study we also provide methods to collect data generated by several nodes in the WSN and store it in a remote cloud such that it can be processed and analyzed whenever it is required.
description: Paper has been presented at ICCCNT 2023 and the final version will be published in IEEE Digital Library Xplore
Supplemental_material – Supplemental material for A Content Analysis of Personal Safety Apps: Are They Keeping Us Safe or Making Us More Vulnerable?
Creators: name: L. Maxwell
name: A. Sanders
name: J. Skues
name: L. Wise
Publisher: name: SAGE Journals
Year: 2019
Subjects: subject: 160299 Criminology not elsewhere classified
subject: FOS: Law

description: Supplemental material, Supplemental_material for A Content Analysis of Personal Safety Apps: Are They Keeping Us Safe or Making Us More Vulnerable? by L. Maxwell, A. Sanders, J. Skues and L. Wise in Violence Against Women
Suplementary_material_831770 – Supplemental material for Multicultural Validation of the Zuckerman–Kuhlman–Aluja Personality Questionnaire Shortened Form (ZKA-PQ/SF) Across 18 Countries
Creators: name: Aluja, Anton
name: Rossier, Jérôme
name: Oumar, Barry
name: García, Luis. F.
name: Bellaj, Tarek
name: Ostendorf, Fritz
name: Ruch, Willibald
name: Wang, Wei
name: Kövi, Zsuzsanna
name: Ścigała, Dawid
name: Čekrlija, Đorđe
name: Stivers, Adam W.
name: Di Blas, Lisa
name: Valdivia, Mauricio
name: Jemaa, Sonia Ben
name: Atitsogbe, Kokou A.
name: Hansenne, Michel
name: Glicksohn, Joseph
Publisher: name: SAGE Journals
Year: 2019
Subjects: Sociological Methodology and Research Methods
Psychology not elsewhere classified

description: Supplemental material, Suplementary_material_831770 for Multicultural Validation of the Zuckerman–Kuhlman–Aluja Personality Questionnaire Shortened Form (ZKA-PQ/SF) Across 18 Countries by Anton Aluja, Jérôme Rossier, Barry Oumar, Luis. F. García, Tarek Bellaj, Fritz Ostendorf, Willibald Ruch, Wei Wang, Zsuzsanna Kövi, Dawid Ścigała, Đorđe Čekrlija, Adam W. Stivers, Lisa Di Blas, Mauricio Valdivia, Sonia Ben Jemaa, Kokou A. Atitsogbe, Michel Hansenne and Joseph Glicksohn in Assessment
Supplements – Supplemental material for Civility, credibility, and health information: The impact of uncivil comments and source credibility on attitudes about vaccines
Creators: name: Jennings, Freddie J.
name: Russell, Frank M.
Publisher: name: SAGE Journals
Year: 2019
Subjects: subject: 200199 Communication and Media Studies not elsewhere classified
subject: FOS: Media and communications
subject: Science Policy

description: Supplemental material, Supplements for Civility, credibility, and health information: The impact of uncivil comments and source credibility on attitudes about vaccines by Freddie J. Jennings and Frank M. Russell in Public Understanding of Science
Random graphical model of microbiome interactions in related environments
Creators: name: Vinciotti, Veronica
name: Wit, Ernst
name: Richter, Francisco
Publisher: name: arXiv
Year: 2023
Subjects: subject: Methodology (stat.ME)
subject: FOS: Computer and information sciences

description: The microbiome constitutes a complex microbial ecology of interacting components that regulates important pathways in the host. Measurements of microbial abundances are key to learning the intricate network of interactions amongst microbes. Microbial communities at various body sites tend to share some overall common structure, while also showing diversity related to the needs of the local environment. We propose a computational approach for the joint inference of microbiota systems from metagenomic data for a number of body sites. The random graphical model (RGM) allows for heterogeneity across the different environments while quantifying their relatedness at the structural level. In addition, the model allows for the inclusion of external covariates at both the microbial and interaction levels, further adapting to the richness and complexity of microbiome data. Our results show how: the RGM approach is able to capture varying levels of structural similarity across the different body sites and how this is supported by their taxonomical classification; the Bayesian implementation of the RGM fully quantifies parameter uncertainty; the microbiome network posteriors show not only a stable core, but also interesting individual differences between the various body sites, as well as interpretable relationships between various classes of microbes.
839029_appendix – Supplemental material for Disparities in the Enrollment and Timing of Special Education for Asian American and Pacific Islander Students
Creators: name: North Cooc
Publisher: name: SAGE Journals
Year: 2019
Subjects: subject: Education
subject: 170199 Psychology not elsewhere classified
subject: FOS: Psychology
subject: 130312 Special Education and Disability
subject: FOS: Educational sciences

description: Supplemental material, 839029_appendix for Disparities in the Enrollment and Timing of Special Education for Asian American and Pacific Islander Students by North Cooc in The Journal of Special Education
Explicit formulas for a family of hypermaps beyond the one-face case
Creators: name: Bai, Zi-Wei
name: Chen, Ricky X. F.
Publisher: name: arXiv
Year: 2023
Subjects: subject: Combinatorics (math.CO)
subject: FOS: Mathematics
subject: 05E10, 05A15, 20B30

description: Enumeration of hypermaps is widely studied in many fields. In particular, enumerating hypermaps with a fixed edge-type according to the number of faces and genus is one topic of great interest. However, it is challenging and explicit results mainly exist for hypermaps having one face, especially for the edge-type corresponding to maps. The first systematic study of one-face hypermaps with any fixed edge-type is the work of Jackson (Trans.~Amer.~Math.~Soc.~299, 785--801, 1987) using group characters. In 2011, Stanley obtained the generating polynomial of one-face hypermaps of any fixed edge-type expressed in terms of the backward shift operator. There are also enormous amount of work on enumerating one-face hypermaps of specific edge-types. The enumeration of hypermaps with more faces is generally much harder. In this paper, we make some progress in that regard, and obtain the generating polynomials and properties for a family of typical two-face hypermaps with almost any fixed edge-type.
description: 3 figures, confirmed the conjectures for most cases
Sphaerostephanos maximus S. E. Fawc. & A. R. Sm., comb. nov.
Creators: name: Fawcett, Susan
name: Smith, Alan R.
Publisher: name: BRIT Press
Year: 2021
Subjects: Biodiversity
Taxonomy
Plantae
Tracheophyta
Polypodiopsida
Polypodiales
Thelypteridaceae
Sphaerostephanos
Sphaerostephanos maximus

description: Sphaerostephanos maximus (K. Iwats. & M. Kato) S.E. Fawc. & A.R. Sm., comb. nov.
— Thelypteris maxima K. Iwats. & M. Kato, Acta Phytotax.Geobot. 34(4–6):138.1983.
description: Published as part of Fawcett, Susan & Smith, Alan R., 2021, A Generic Classification of the Thelypteridaceae, Fort Worth, Texas, USA :BRIT Press on page 82, DOI: 10.17348/jbrit.v15.i2.1206, http://zenodo.org/record/14111022
Phantom chain simulations for the effect of stoichiometry on the fracture of star-polymer networks
Creators: name: Masubuchi, Yuichi
Publisher: name: arXiv
Year: 2023
Subjects: subject: Soft Condensed Matter (cond-mat.soft)
subject: FOS: Physical sciences

description: By phantom chain simulations, it has been recently discovered that the fracture characteristics of star polymer networks with different node functionality and conversion ratios can be described by the cycle rank of the networks [Masubuchi et al., Macromolecules, doi: 10.1021/acs.macromol.3c01291]. However, due to the employed simplifications and idealizations of the examined model networks, the results cannot be cast into realistic systems straightforwardly. For instance, the equimolar reaction was assumed in a limited volume for the binary mixture of star prepolymers. For this issue, the present study investigated the effects of stoichiometry by phantom chain simulations. Examined polymer networks were created from binary mixtures of star prepolymers with various mixing ratios by the end-linking reaction via Brownian dynamics simulations. The networks were stretched with energy minimization until the break. From the mechanical response, strain and stress at break and work for fracture were obtained. These fracture characteristics slightly decrease with increasing the contrast of volume fractions of the binary prepolymer blends when the node functionality is small and the conversion ratio is large. For the other cases, the stoichiometry does not impact the fracture behavior. The number ratio of broken bonds and the cycle rank exhibit similar stoichiometry dependence. Consequently, stoichiometry of prepolymer blends does not disturb the previously reported relationships between the fracture characteristics and the cycle rank.
description: 13 pages, 6 figures
appendix_1 – Supplemental material for Defining Learning Communities in Undergraduate Medical Education: A National Study
Creators: name: Shochet, Robert
name: Fleming, Amy
name: Wagner, James
name: Jorie Colbert-Getz
name: Bhutiani, Monica
name: Moynahan, Kevin
name: Keeley, Meg
Publisher: name: SAGE Journals
Year: 2019
Subjects: Education

description: Supplemental material, appendix_1 for Defining Learning Communities in Undergraduate Medical Education: A National Study by Robert Shochet, Amy Fleming, James Wagner, Jorie Colbert-Getz, Monica Bhutiani, Kevin Moynahan and Meg Keeley in Journal of Medical Education and Curricular Development
Additional file 3 of Capacity-building and continuing professional development in healthcare and rehabilitation in low- and middle-income countries—a scoping review protocol
Creators: name: Deprez, Dalton
name: Busch, Angela J.
name: Ramirez, Paola Andrea
name: Pedrozo Araque, Eliany
name: Bidonde, Julia
Publisher: name: figshare
Year: 2024
Subjects: subject: Medicine
subject: Sociology
subject: FOS: Sociology
subject: Cancer
subject: Science Policy

description: Additional file 3. Screening Probes. Probes for screening records at both an abstract level and full-text level.
Identification of layered ejecta of Martian impact craters based on deep learning
Creators: name: Li, Shichao
name: Xiaoqi He
name: Xiao, Perry
name: Zhao, Zheren
name: Wang, Hongtao
name: Wang, Weian
Publisher: name: Zenodo
Year: 2025

description: The dataset includes model codes for identifying layered crater ejecta (including EMHSEU UNet, FCN, Deeplab, etc.) and supplementary data for Robbins' Martian impact crater database based on EMHSEU UNet.
Using Scalable Computer Vision to Automate High-throughput Semiconductor Characterization
Creators: name: Siemenn, Alexander E.
name: Aissi, Eunice
name: Sheng, Fang
name: Tiihonen, Armi
name: Kavak, Hamide
name: Das, Basita
name: Buonassisi, Tonio
Publisher: name: arXiv
Year: 2023
Subjects: subject: Image and Video Processing (eess.IV)
subject: Computer Vision and Pattern Recognition (cs.CV)
subject: FOS: Electrical engineering, electronic engineering, information engineering
subject: FOS: Computer and information sciences

description: High-throughput materials synthesis methods have risen in popularity due to their potential to accelerate the design and discovery of novel functional materials, such as solution-processed semiconductors. After synthesis, key material properties must be measured and characterized to validate discovery and provide feedback to optimization cycles. However, with the boom in development of high-throughput synthesis tools that champion production rates up to $10^4$ samples per hour with flexible form factors, most sample characterization methods are either slow (conventional rates of $10^1$ samples per hour, approximately 1000x slower) or rigid (e.g., designed for standard-size microplates), resulting in a bottleneck that impedes the materials-design process. To overcome this challenge, we propose a set of automated material property characterization (autocharacterization) tools that leverage the adaptive, parallelizable, and scalable nature of computer vision to accelerate the throughput of characterization by 85x compared to the non-automated workflow. We demonstrate a generalizable composition mapping tool for high-throughput synthesized binary material systems as well as two scalable autocharacterization algorithms that (1) autonomously compute the band gap of 200 unique compositions in 6 minutes and (2) autonomously compute the degree of degradation in 200 unique compositions in 20 minutes, generating ultra-high compositional resolution trends of band gap and stability. We demonstrate that the developed band gap and degradation detection autocharacterization methods achieve 98.5% accuracy and 96.9% accuracy, respectively, on the FA$_{1-x}$MA$_{x}$PbI$_3$, $0\leq x \leq 1$ perovskite semiconductor system.
description: Manuscript 18 pages; Supplemental 20 pages
Delving into the anisotropic interlayer exchange in bilayer CrI$_3$
Creators: name: Stavrić, Srdjan
name: Barone, Paolo
name: Picozzi, Silvia
Publisher: name: arXiv
Year: 2023
Subjects: subject: Materials Science (cond-mat.mtrl-sci)
subject: Computational Physics (physics.comp-ph)
subject: FOS: Physical sciences

description: Bilayer CrI$_3$ attracted much attention owing to peculiar switching between the layered ferromagnetic and antiferromagnetic order upon stacking alternation. This finding pointed out the importance of the apparently small interlayer exchange, yet, existing literature addresses only its isotropic part. To fill this gap, we combine the density functional theory with Hamiltonian modeling to examine the anisotropic interlayer exchange in bilayer CrI$_3$ - Dzyaloshinskii-Moriya (DMI) and the Kitaev interaction (KI). We develop and apply a novel computational procedure that yields the off-diagonal exchange matrix elements with $μ$eV accuracy. Inspecting two types of bilayer stacking, we found a weak interlayer KI and much stronger DMI between the sublattices of monoclinic bilayer and their complete absence in rhombohedral bilayer. We show how these anisotropic interactions depend on the interlayer distance, stacking sequence, and the spin-orbit coupling strength and suggest the dominant superexchange processes at play. In addition, we demonstrate that the single-ion anisotropy largely depends on stacking, increasing by 50% from monoclinic to rhombohedral structure. Remarkably, our findings prove that iodines, owing to their spatially extended 5p orbitals featuring strong spin-orbit coupling, are extremely efficient in mediating DMI across the van der Waals gap in two-dimensional magnetic heterostructures. Given that similar findings were previously demonstrated only in metallic multilayers where the DMI shows a much longer range, our study gives promise that the chiral control of spin textures can be achieved in two-dimensional semiconducting magnetic bilayers whose ligands feature strong spin-orbit coupling.
description: 17 one-column pages, 3 figures, submitted for publication
Deep learning-based Automated Segmentation of Layered Crater Ejecta on Mars
Creators: name: Li, Shichao
name: Xiaoqi He
name: Xiao, Perry
name: Zhao, Zheren
name: Wang, Hongtao
name: Wang, Weian
Publisher: name: Zenodo
Year: 2025

description: The dataset includes model codes for identifying layered crater ejecta (including EMHSEU UNet, FCN, Deeplab, etc.), dataset and supplementary data for Robbins' Martian impact crater database based on EMHSEU UNet.