cometadata/datacite-rtg-text-other-reclassification-records huggingface dataset:
COAC: Cross-layer Optimization of Accelerator Configurability for Efficient CNN Processing
Creators: name: Colleman, Steven
name: Shi, Man
name: Verhelst, Marian
Publisher: name: arXiv
Year: 2024
Subjects: subject: Systems and Control (eess.SY)
subject: FOS: Electrical engineering, electronic engineering, information engineering

description: To achieve high accuracy, convolutional neural networks (CNNs) are increasingly growing in complexity and diversity in layer types and topologies. This makes it very challenging to efficiently deploy such networks on custom processor architectures for resource-scarce edge devices. Existing mapping exploration frameworks enable searching for the optimal execution schedules or hardware mappings of individual network layers, by optimizing each layer's spatial (dataflow parallelization) and temporal unrolling (execution order). However, these tools fail to take into account the overhead of supporting different unrolling schemes within a common hardware architecture. Using a fixed unrolling scheme across all layers is also not ideal, as this misses significant opportunities for energy and latency savings from optimizing the mapping of diverse layer types. A balanced approach assesses the right amount of mapping flexibility needed across target neural networks, while taking into account the overhead to support multiple unrollings. This paper, therefore, presents COAC, a cross-layer design space exploration and mapping framework to optimize the flexibility of neural processing architectures by balancing configurability overhead against resulting energy and latency savings for end-to-end inference. COAC does not only provide a systematical analysis of the architectural overhead in function of the supported spatial unrollings, but also builds an automated flow to find the best unrolling combination(s) for efficient end-to-end inference with limited hardware overhead. Results demonstrate that architectures with carefully optimized flexibility can achieve up to 38% EDP (energy-delay-product) savings for a set of six neural networks at the expense of a relative area increase of 9.5%.
description: 14 pages,17 figures.Journal IEEE Transactions on Very Large Scale Integration (VLSI) Systems
sj-docx-1-aut-10.1177_13623613221123712 – Supplemental material for Barriers and facilitators for obtaining support services among underserved families with an autistic child: A systematic qualitative review
Creators: name: Wallace-Watkin, Carla
name: Sigafoos, Jeff
name: Waddington, Hannah
Publisher: name: SAGE Journals
Year: 2022
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, sj-docx-1-aut-10.1177_13623613221123712 for Barriers and facilitators for obtaining support services among underserved families with an autistic child: A systematic qualitative review by Carla Wallace-Watkin, Jeff Sigafoos and Hannah Waddington in Autism
From Maximum of Intervisit Times to Starving Random Walks
Creators: name: Régnier, L.
name: Dolgushev, M.
name: Bénichou, O.
Publisher: name: arXiv
Year: 2023
Subjects: subject: Statistical Mechanics (cond-mat.stat-mech)
subject: Mathematical Physics (math-ph)
subject: Data Analysis, Statistics and Probability (physics.data-an)
subject: FOS: Physical sciences

description: Very recently, a fundamental observable has been introduced and analyzed to quantify the exploration of random walks: the time $τ_k$ required for a random walk to find a site that it never visited previously, when the walk has already visited $k$ distinct sites. Here, we tackle the natural issue of the statistics of $M_n$, the longest duration out of $τ_0,\dots,τ_{n-1}$. This problem belongs to the active field of extreme value statistics, with the difficulty that the random variables $τ_k$ are both correlated and non-identically distributed. Beyond this fundamental aspect, we show that the asymptotic determination of the statistics of $M_n$ finds explicit applications in foraging theory and allows us to solve the open $d$-dimensional starving random walk problem, in which each site of a lattice initially contains one food unit, consumed upon visit by the random walker, which can travel $\mathcal{S}$ steps without food before starving. Processes of diverse nature, including regular diffusion, anomalous diffusion, and diffusion in disordered media and fractals, share common properties within the same universality classes.
description: 6 pages, 3 figures + 16 pages, 11 figures
Additional file 4 of Stage II oesophageal carcinoma: peril in disguise associated with cellular reprogramming and oncogenesis regulated by pseudogenes
Creators: name: Pravallika, Govada
name: Rajasekaran, Ramalingam
Publisher: name: figshare
Year: 2024
Subjects: subject: Genetics
subject: FOS: Biological sciences

description: Additional file 4: Figure S4. Expression-Independent Enrichment landscape of differentially expressed PiGs and LEA-DaCGs across various stages of ESCA a-f) Pie charts indicating the distribution of enriched terms obtained using ShinyGO across various stages of ESCA for biological processes (a), cellular components (b), molecular functions (c), KEGG pathways (d), hallmarks (e) and wiki-pathways (f). a1-f4) Chord diagrams indicating the association between the stage-specific and “constitutively” enriched biological processes (a1-a4), cellular components (b1-b4), molecular functions (c1-c4), KEGG pathways (d1-d3), hallmarks (e1-e3) and wiki-pathways (f1-f4). Enrichments exhibiting “constitutive” pattern are highlighted in purple while stage-specific enrichment is highlighted in black. Nodes are indicated in blue with more significantly enriched terms as dark blue and a decrease in significance indicated as a decrease in the colour. The association between nodes is represented using red edges where bright red indicates higher overlap of genes and a decrease in overlap is indicated by decrease in the colour.
Additional file 1 of Evaluating Senegal's COVID-19 surveillance system for early detection and response: lessons from the Keur Massar district, March 03, 2020 to May 31, 2022
Creators: name: Ba, Amady
name: Loko Roka, Jerlie
name: Ndiaye, Mbouna
name: Ba, Mamadou Sarifou
name: Diop, Boly
name: Pasi, Omer
Publisher: name: figshare
Year: 2024
Subjects: subject: Medicine
subject: Biotechnology
subject: Sociology
subject: FOS: Sociology
subject: Biological Sciences not elsewhere classified
subject: Science Policy

description: Supplementary Material 1.
Future Industrial Applications: Exploring LPWAN-Driven IoT Protocols
Creators: name: Islam, Mahbubul
name: Jamil, Hossain Md. Mubashshir
name: Pranto, Samiul Ahsan
name: Das, Rupak Kumar
name: Amin, Al
name: Khan, Arshia
Publisher: name: arXiv
Year: 2023
Subjects: subject: Networking and Internet Architecture (cs.NI)
subject: FOS: Computer and information sciences

description: The Internet of Things (IoT) will bring about the next industrial revolution in Industry 4.0. The communication aspect of IoT devices is one of the most critical factors in choosing the suitable device for the suitable usage. So far, the IoT physical layer communication challenges have been met with various communications protocols that provide varying strengths and weaknesses. Moreover, most of them are wireless protocols due to the sheer number of device requirements for IoT. This paper summarizes the network architectures of some of the most popular IoT wireless communications protocols. It also presents a comparative analysis of critical features, including power consumption, coverage, data rate, security, cost, and Quality of Service (QoS). This comparative study shows that Low Power Wide Area Network (LPWAN) based IoT protocols (LoRa, Sigfox, NB-IoT, LTE-M ) are more suitable for future industrial applications because of their energy efficiency, high coverage, and cost efficiency. In addition, the study also presents an industrial Internet of Things (IIoT) application perspective on the suitability of LPWAN protocols in a particular scenario and addresses some open issues that need to be researched. Thus, this study can assist in deciding the most suitable protocol for an industrial and production field.
sj-docx-2-ems-10.1177_14690667231174446 - Supplemental material for Gas chromatography–mass spectrometric determination of bisphenol residues by dispersive solid phase extraction followed by activated carbon spheres cleanup from fish feed samples
Creators: name: Talari, Kalpana
name: Ganji, Sai Krishna
name: Tiruveedula, Raja Rajeswari
Publisher: name: SAGE Journals
Year: 2023
Subjects: subject: 91299 Materials Engineering not elsewhere classified
subject: FOS: Materials engineering

description: Supplemental material, sj-docx-2-ems-10.1177_14690667231174446 for Gas chromatography–mass spectrometric determination of bisphenol residues by dispersive solid phase extraction followed by activated carbon spheres cleanup from fish feed samples by Kalpana Talari, Sai Krishna Ganji and Raja Rajeswari Tiruveedula in European Journal of Mass Spectrometry
title: Nachhaltige Regionalentwicklung im Weinviertel in Hinblick auf grenzüberschreitende Zusammenarbeit
Creators: name: Fandler-Schieder, Tanja
Year: 2008

description: Die vorliegende Arbeit repräsentiert einen Versuch nachhaltige Regionalentwicklung im Hinblick auf grenzüberschreitende Zusammenarbeit darzustellen. Aufgrund seiner geographischen Lage im Dreiländereck befindet sich mit dem Weinviertel eine „Schlüsselregion“ an der Grenze zum neuen europäischen Zentralraum. Die Erweiterung der Europäischen Union bietet vor allem in grenznahen Regionen die Chance auf ein breites Spektrum an Entwicklungen. Im Sinne der Nachhaltigkeit ist es erforderlich diese auf Langfristigkeit hin zu forcieren, wobei berücksichtigt werden muss, dass die Aufholjagd der Nachbarstaaten, die seit 2004 Mitglieder der Europäischen Gemeinschaft sind, sehr dynamisch erfolgt. Der Großteil der Arbeit setzt sich mit den Werkzeugen einer nachhaltigen und grenzüberschreitenden Regionalentwicklung auseinander. Neben den Methoden einer nachhaltigen Regionalentwicklung werden vor allem die Kooperations- und Förderprogramme der Europäischen Union genauer erläutert. Die Darstellung der Instrumente erfolgt immer in Hinblick auf die aktuelle Strukturförderperiode der regionalen Entwicklung und mit Berücksichtigung der erhobenen Daten in Form von Experteninterviews. Fragen nach regionalen Disparitäten werden genauso beantwortet, wie die Art und Weise der Kompetenzregelung betreffender Institutionen. Die Kooperations- und Förderprogramme dienen nicht nur als Starthilfe regionaler Projekte, sondern setzen sich nach Evaluierungsperioden weitere Ziele, womit sie die Nachhaltigkeit sicher stellen wollen. Die Europäische Union setzt durch etliche Programme, wie zum Beispiel Euregio oder Centrope, ihre Werte und Grundgedanken der grenzenlosen und solidarischen europäischen Zusammenarbeit in die Tat um. Aber auch wenn die Europäische Gemeinschaft für den Rahmen und die Motivation grenzüberschreitender Zusammenarbeit sorgt, liegt es in der Hand der regionalen Institutionen, wie zum Beispiel den Regionalmanagements, diese Arbeit konkret anzugehen. Es gibt etliche wegweisende Umsetzungen. Leider auch Fehlschläge, wie die Vision eines trilateralen Biosphärenparks zeigt. In der Arbeit wird diesbezüglich versucht, die Meinungen und Kritik von direkt involvierten Personen wiederzugeben.
Analytical models of supermassive black holes in galaxies surrounded by dark matter halos
Creators: name: Shen, Zibo
name: Wang, Anzhong
name: Gong, Yungui
name: Yin, Shaoyu
Publisher: name: arXiv
Year: 2023
Subjects: subject: General Relativity and Quantum Cosmology (gr-qc)
subject: Cosmology and Nongalactic Astrophysics (astro-ph.CO)
subject: High Energy Physics - Phenomenology (hep-ph)
subject: High Energy Physics - Theory (hep-th)
subject: FOS: Physical sciences

description: In this Letter, we present five analytical models in closed forms, each representing a supermassive black hole (SMBH) located at the center of a galaxy surrounded by dark matter (DM) halo. The density profile of the halo vanishes inside twice the Schwarzschild radius of the hole and satisfies the weak, strong, and dominant energy conditions. The spacetime are asymptotically flat, and the difference among the models lies in the slopes of the density profiles in the spike and regions far from the center of the galaxy. Three of them represent cusp models, whereas the other two represent core models. With the well-known (generalized) Newman-Janis algorithm, rotating SMBHs with DM halos can be easily constructed from these models.
description: revtex4-2, no figures. Version to appear in Phys. Lett. B 855 (2024) 138797
Additional file 1 of Wolbachia incompatible insect technique program optimization over large spatial scales using a process-based model of mosquito metapopulation dynamics
Creators: name: Lim, Preston LJ
name: Cook, Alex R
name: Bansal, Somya
name: Chow, Jo Yi
name: Lim, Jue Tao
Publisher: name: figshare
Year: 2024
Subjects: subject: Medicine
subject: Molecular Biology
subject: Ecology
subject: FOS: Biological sciences
subject: Sociology
subject: FOS: Sociology
subject: Biological Sciences not elsewhere classified
subject: Cancer
subject: Infectious Diseases
subject: FOS: Health sciences
subject: Plant Biology

description: Additional file 1: Figure S1, Tables S1 and S2. Figure S1 – Equations for the process-based model. Table S1 – Process-based model parameters. Table S2 – Process-based model functions.
Additional file 5 of Stage II oesophageal carcinoma: peril in disguise associated with cellular reprogramming and oncogenesis regulated by pseudogenes
Creators: name: Pravallika, Govada
name: Rajasekaran, Ramalingam
Publisher: name: figshare
Year: 2024
Subjects: subject: Genetics
subject: FOS: Biological sciences

description: Additional file 5: FigureS5. GRNs indicating the association between genes for all stages of ESCA Gene regulatory networks indicating the interactions between DaPs, PiGs, DaCGs and miRNAs for Degree of Differentiation or DD (a) and Degree of Pleiotropy or DP (b). DD represents interactions between DaPs, miRNAs and genes identified as part of LEA, while DP represents interactions between DaPs, miRNAs and genes having functional pleiotropy. The node types and their respective colours within a given stage are indicated in the bottom-right legend. Black edges are evidence-based interactions curated from studies that have validated these interactions experimentally, while grey edges indicate potential interactions. All interactions have a significant p-value for either Spearman or Pearson correlation coefficient, or both. Thin edges represent a significant p-value for only one correlation coefficient. Denser edges represent a significantp-value for both correlation coefficients, where the density is moderate for absolute value of coefficients < 0.89 and highest for absolute value of ≥ 0.89 coefficient. GRNs; Gene regulatory network, DaPs; Differentiation-associated pseudogenes, PiGs; DaP-interacting genes, DaCGs; Differentiation-associated coding genes, TFs; Transcription factors and ESCA; Oesophageal Carcinoma.
Exact transport coefficients from the inelastic rough Maxwell model of a granular gas
Creators: name: Santos, Andrés
name: Kremer, Gilberto M.
Publisher: name: arXiv
Year: 2023
Subjects: subject: Soft Condensed Matter (cond-mat.soft)
subject: Statistical Mechanics (cond-mat.stat-mech)
subject: FOS: Physical sciences

description: Granular gases demand models capable of capturing their distinct characteristics. The widely employed inelastic hard-sphere model (IHSM) introduces complexities that are compounded when incorporating realistic features like surface roughness and rotational degrees of freedom, resulting in the more intricate inelastic rough hard-sphere model (IRHSM). This paper focuses on the inelastic rough Maxwell model (IRMM), presenting a more tractable alternative to the IRHSM and enabling exact solutions. Building on the foundation of the inelastic Maxwell model (IMM) applied to granular gases, the IRMM extends the mathematical representation to encompass surface roughness and rotational degrees of freedom. The primary objective is to provide exact expressions for the Navier--Stokes--Fourier transport coefficients within the IRMM, including the shear and bulk viscosities, the thermal and diffusive heat conductivities, and the cooling-rate transport coefficient. In contrast to earlier approximations in the IRHSM, our study unveils inherent couplings, such as shear viscosity to spin viscosity and heat conductivities to counterparts associated with a torque-vorticity vector. These exact findings provide valuable insights into refining the Sonine approximation applied to the IRHSM, contributing to a deeper understanding of the transport properties in granular gases with realistic features.
description: 32 pages, 4 figures (15 panels); v2: several improvements in the text. Includes a correction to Eqs. (57a) and (57b), see https://doi.org/10.1007/s10955-024-03285-w
Additional file 2 of Wolbachia incompatible insect technique program optimization over large spatial scales using a process-based model of mosquito metapopulation dynamics
Creators: name: Lim, Preston LJ
name: Cook, Alex R
name: Bansal, Somya
name: Chow, Jo Yi
name: Lim, Jue Tao
Publisher: name: figshare
Year: 2024
Subjects: subject: Medicine
subject: Molecular Biology
subject: Ecology
subject: FOS: Biological sciences
subject: Sociology
subject: FOS: Sociology
subject: Biological Sciences not elsewhere classified
subject: Cancer
subject: Infectious Diseases
subject: FOS: Health sciences
subject: Plant Biology

description: Additional file 2: Parameter derivations and Figures S2 and S3. Figure S2 – Derived probability distribution of mosquitoes leaving a hexagon. Figure S3 – Carrying capacities for hexagons.
Aging effects in the COMPASS hybrid GEM-Micromegas pixelized detectors
Creators: name: Neyret, Damien
name: Abbon, Philippe
name: Anfreville, Marc
name: Andrieux, Vincent
name: Bedfer, Yann
name: Durand, Dominique
name: Herlant, Sébastien
name: d'Hose, Nicole
name: Kunne, Fabienne
name: Platchkov, Stephane
name: Thibaud, Florian
name: Usseglio, Michel
name: Vandenbroucke, Maxence
Publisher: name: arXiv
Year: 2024
Subjects: subject: Instrumentation and Detectors (physics.ins-det)
subject: FOS: Physical sciences

description: Large-size hybrid and pixelized GEM-Micromegas gaseous detectors (40x40 cm$^2$ active area) were developed and installed in 2014 and 2015 for the COMPASS2 physics program which started at the same time. That program involved in particular two full years of Drell-Yan studies using a high-intensity pion beam on a thick polarized target. Although the detectors were placed behind a thick absorber, they were exposed to an important flux of low energy neutrons and photons. The detectors were designed to drastically reduce the discharge rate, a major issue for non-resistive Micromegas in high hadron flux, by a factor of more than 100 compared to the former ones. A hybrid solution was chosen where a pre-amplifying GEM foil is placed 2 mm above the micromesh electrode. A pixelized readout was also added in the center of the detector, where the beam is going through, in order to track particles scattered at very low angles. The combination of the hybrid structure and the pixelized central readout allowed the detector to be operated in an environment with particle flux above 10 MHz/cm$^2$ with very good detection efficiencies and spatial resolution. The performance has remained stable since 2015 in terms of gain and resolution, showing the interest of hybrid structures associating a GEM foil to a Micromegas board to protect gaseous detectors against discharges and aging effects
description: 9 pages, 9 figures, proceedings to the 3rd International Conference on Detector Stability and Aging Phenomena in Gaseous Detectors, CERN, November 6-10 2023, will be published in the NIMA journal Proceedings Section
sj-docx-1-bas-10.1177_00076503231167569 – Supplemental material for Social-Market Hybridity in Social Ventures: Scale Development and Validation
Creators: name: Fu, Jiawei Sophia
Publisher: name: SAGE Journals
Year: 2023
Subjects: subject: 150310 Organisation and Management Theory
subject: FOS: Economics and business

description: Supplemental material, sj-docx-1-bas-10.1177_00076503231167569 for Social-Market Hybridity in Social Ventures: Scale Development and Validation by Jiawei Sophia Fu in Business & Society
Additional file 3 of Wolbachia incompatible insect technique program optimization over large spatial scales using a process-based model of mosquito metapopulation dynamics
Creators: name: Lim, Preston LJ
name: Cook, Alex R
name: Bansal, Somya
name: Chow, Jo Yi
name: Lim, Jue Tao
Publisher: name: figshare
Year: 2024
Subjects: subject: Medicine
subject: Molecular Biology
subject: Ecology
subject: FOS: Biological sciences
subject: Sociology
subject: FOS: Sociology
subject: Biological Sciences not elsewhere classified
subject: Cancer
subject: Infectious Diseases
subject: FOS: Health sciences
subject: Plant Biology

description: Additional file 3: Weather station list.
OPTIMIZATION OF DOCUMENT EXCHANGE IN ELECTRONIC DOCUMENT EXCHANGE SYSTEMS USING QUANTUM ALGORITHMS
Creators: name: Rakhimov R.T.1, Urokov D.Z.1 1Samarkand branch of the Tashkent University of Information Technologies named after Muhammad al-Khorazmi. Samarkand, Uzbekistan
Publisher: name: Zenodo
Year: 2024

description: Electronic Document Exchange (EDE) systems are integral to modern business operations, enabling seamless and efficient information sharing. However, the increasing volume of documents and the need for secure and rapid exchange necessitate innovative optimization techniques. Quantum algorithms offer promising solutions to these challenges by leveraging the principles of quantum computing to solve complex optimization problems more efficiently than classical algorithms. This paper explores the application of quantum algorithms in optimizing document exchange in EDE systems, focusing on mathematical models and the potential benefits of quantum computing in this domain.

Key words: EDE, Quantum computing, QAOA
sj-docx-8-aph-10.1177_10105395231175568 – Supplemental material for Associations of Lifestyle-Related Factors With Body Mass Index and Blood Pressure in the Middle-Aged and Older Population-Based Cohort in Japan: A Longitudinal Study
Creators: name: Hiramatsu, Yuji
name: Ide, Hiroo
name: Furui, Yuji
Publisher: name: SAGE Journals
Year: 2023
Subjects: subject: 111799 Public Health and Health Services not elsewhere classified
subject: FOS: Health sciences

description: Supplemental material, sj-docx-8-aph-10.1177_10105395231175568 for Associations of Lifestyle-Related Factors With Body Mass Index and Blood Pressure in the Middle-Aged and Older Population-Based Cohort in Japan: A Longitudinal Study by Yuji Hiramatsu, Hiroo Ide and Yuji Furui in Asia Pacific Journal of Public Health
Additional file 6 of Stage II oesophageal carcinoma: peril in disguise associated with cellular reprogramming and oncogenesis regulated by pseudogenes
Creators: name: Pravallika, Govada
name: Rajasekaran, Ramalingam
Publisher: name: figshare
Year: 2024
Subjects: subject: Genetics
subject: FOS: Biological sciences

description: Additional file 6: Figure S6. SOX2 regulates a subset of stage II-specific DaPs and DaCGs MAST results indicating motif alignment of de novo STREME9 motif identified from relative enrichment of motifs in DaPs as compared to that of DaCGs and PiGs having putative or known interactions with stage II TFs. STREME9 motif alignment across stage II-specific DaPs (a-f, i, l-o) and DaCGs (p) as well as constitutively de-regulated DaPs (g-h, j-k) along with their respective p-values, sequence alignment range and strand direction. The horizontal bar beside the gene name indicates gene sequence length (462bp for DaPs and 4000bp; truncated to 462bp for DaCGs) with the left vertical bar indicating the start of visual range of motif alignment while the right vertical bar indicates the end of visual range. The plus and minus sign alongside the sequence indicates strand direction with the red vertical bars indicating the aligned motifs. Motif on positive strand indicates normal motif, while motif on negative strand indicates reverse complement. The individual p-valuesassociated with motif is indicated above the aligned motif, while the overall p-values are indicated along with the gene names.
Additional file 4 of Wolbachia incompatible insect technique program optimization over large spatial scales using a process-based model of mosquito metapopulation dynamics
Creators: name: Lim, Preston LJ
name: Cook, Alex R
name: Bansal, Somya
name: Chow, Jo Yi
name: Lim, Jue Tao
Publisher: name: figshare
Year: 2024
Subjects: subject: Medicine
subject: Molecular Biology
subject: Ecology
subject: FOS: Biological sciences
subject: Sociology
subject: FOS: Sociology
subject: Biological Sciences not elsewhere classified
subject: Cancer
subject: Infectious Diseases
subject: FOS: Health sciences
subject: Plant Biology

description: Additional file 4: Tables S3-5. Table S3 – List of subzones in the model validation study. Table S4 – List of subzones in the scale-down strategies study. Table S5 – List of new subzones in the redistribution strategies study.
Additional file 5 of Wolbachia incompatible insect technique program optimization over large spatial scales using a process-based model of mosquito metapopulation dynamics
Creators: name: Lim, Preston LJ
name: Cook, Alex R
name: Bansal, Somya
name: Chow, Jo Yi
name: Lim, Jue Tao
Publisher: name: figshare
Year: 2024
Subjects: subject: Medicine
subject: Molecular Biology
subject: Ecology
subject: FOS: Biological sciences
subject: Sociology
subject: FOS: Sociology
subject: Biological Sciences not elsewhere classified
subject: Cancer
subject: Infectious Diseases
subject: FOS: Health sciences
subject: Plant Biology

description: Additional file 5: Sensitivity analysis results.
Additional file 7 of Stage II oesophageal carcinoma: peril in disguise associated with cellular reprogramming and oncogenesis regulated by pseudogenes
Creators: name: Pravallika, Govada
name: Rajasekaran, Ramalingam
Publisher: name: figshare
Year: 2024
Subjects: subject: Genetics
subject: FOS: Biological sciences

description: Additional file 7: Figure S7. Unique Mutational Landscape of Combinatorial de-regulation of DaPsa) Rainfall plot indicating the events of kataegis (green star) across the chromosomes 1-22 and X (x-axis) for entire ESCA (a), each stage of ESCA (b) and samples stratified based on the median cut-off of APOBEC gene expression (c). Kataegis is represented by a green star along (a-c) with the average inter-mutation distance as obtained from MAF tools (c). The class of single-base substitutions that constitute the hypermutations are represented below the plot. The APOBEC genes that are upregulated are represented in lavender (a-b) with the extent of differential expression as Log2FC and respective p-adjusted values (b). The class of single-base substitutions that constitute the hypermutations are represented below the plot d) An elbow plot indicating the number of signatures as clusters on x-axis generated through unsupervised learning, non-negative matrix factorization. The number of signatures is decided by a significant drop in the correlation coefficient.ll plot indicating the events of kataegis (green star) across the chromosomes 1-22 and X (x-axis) for entire ESCA (a), each stage of ESCA (b) and samples stratified based on the median cut-off of APOBEC gene expression (c). Kataegis is represented by a green star along (a-c) with the average inter-mutation distance as obtained from MAF tools (c). The class of single-base substitutions that constitute the hypermutations are represented below the plot. The APOBEC genes that are upregulated are represented in lavender (a-b) with the extent of differential expression as Log2FC and respective p-adjusted values (b). The class of single-base substitutions that constitute the hypermutations are represented below the plot d) An elbow plot indicating the number of signatures as clusters on x-axis generated through unsupervised learning, non-negative matrix factorization. The number of signatures is decided by a significant drop in the correlation coefficient.
sj-docx-3-isp-10.1177_00207640231175773 – Supplemental material for Review and update of the Health of the Nation Outcome Scales for People with Learning Disabilities (HoNOS-LD)
Creators: name: Painter, Jon
name: Adams, Nicola
name: Ingham, Barry
name: James, Michael
name: Majid, Madiha
name: Roy, Ashok
name: Shankar, Rohit
name: Smith, Mark
Publisher: name: SAGE Journals
Year: 2023
Subjects: subject: 170199 Psychology not elsewhere classified
subject: FOS: Psychology
subject: 110319 Psychiatry (incl. Psychotherapy)
subject: FOS: Clinical medicine

description: Supplemental material, sj-docx-3-isp-10.1177_00207640231175773 for Review and update of the Health of the Nation Outcome Scales for People with Learning Disabilities (HoNOS-LD) by Jon Painter, Nicola Adams, Barry Ingham, Michael James, Madiha Majid, Ashok Roy, Rohit Shankar and Mark Smith in International Journal of Social Psychiatry
Additional file 1 of Perceived stress among graduate students in health sciences at a military university: a mixed-method approach
Creators: name: Mushtaq, Omar
name: Soh, Michael
name: Dong, Ting
name: Durning, Steven J.
name: Melton, John
name: McCants, Khalilah M.
name: Taylor, Laura
name: Baumann, Laura
name: Olapeju, Bolanle
Publisher: name: figshare
Year: 2024
Subjects: subject: Science Policy
subject: Sociology
subject: FOS: Sociology
subject: Biological Sciences not elsewhere classified

description: Supplementary Material 1.
Additional file 8 of Stage II oesophageal carcinoma: peril in disguise associated with cellular reprogramming and oncogenesis regulated by pseudogenes
Creators: name: Pravallika, Govada
name: Rajasekaran, Ramalingam
Publisher: name: figshare
Year: 2024
Subjects: subject: Genetics
subject: FOS: Biological sciences

description: Additional file 8: Figure S8. Stage II ESCA may act as potential Tipping Point for Differentiation induced Oncogenesis Kaplan-Meier plots indicating survival probability over increasing time for a) all stages of ESCA b) varied combinatorial expression of FEV and KLF15for SII UDaP_No_Combo and c) patient stratified Stage II and tumours ≥ Stage III. The tables below each graph indicate risk table (top) and censored population over time (bottom). The number of patients at risk is indicated in numbers with the respective percentages in the bracket for risk table. The censored observations for each variable are indicated by their respective colour for censored population table. ESCA; Oesophageal Carcinoma, SII; Stage II, UDaP_Combo; Upregulated& downregulated DaPs Combination and UDaP_No_Combo; Upregulated& downregulated DaPs No Combination.
A Rigorous Mathematical Proof of the Yang-Mills Mass Gap via Fractal Corrections
Creators: name: Leclerc, Dominic
Publisher: name: Zenodo
Year: 2025

description: One of the Millennium Prize Problems in mathematical physics is the proof of the massgap in non-Abelian Yang-Mills theory. This paper presents a rigorous proof that the lowesteigenvalue of the Yang-Mills Hamiltonian remains strictly positive, ensuring the existence ofa nonzero mass gap. Our proof introduces a novel fractal correction function, which stabilizesthe spectral structure of the gauge field operator. Using spectral analysis, the Rayleigh-Ritzmethod, and Schwinger-Dyson equations, we establish a strict lower bound on the mass gap.This work provides a fundamental mathematical solution to the non-perturbative problemof quantum gauge fields.
PRODIGY: a structural-based method for the prediction of the binding affinity in biomolecular complexes
Creators: name: Vangone, Anna
Publisher: name: F1000Research
Year: 2017

description: Here PRODIGY (PROtein binDIng enerGY predictor) is presented, a method to predict binding affinity of biomolecular complexes. This approach is based purely on structural properties of the complexes, and outperforms other predictors so far reported. Due to its high performance and fast prediction time, we implemented it in a user-friendly web-server, freely available at: http://milou.science.uu.nl/services/PRODIGY/.
sj-docx-1-dhj-10.1177_20552076231176700 - Supplemental material for User experiences of an American-adapted moderated online social media platform for first-episode psychosis: Qualitative analysis
Creators: name: Pokowitz, Elena L
name: Stiles, Bryan J
name: Thomas, Riya
name: Bullard, Katherine
name: Ludwig, Kelsey A
name: Gleeson, John F
name: Alvarez-Jimenez, Mario
name: Perkins, Diana O
name: Penn, David L
Publisher: name: SAGE Journals
Year: 2023
Subjects: subject: 111708 Health and Community Services
subject: FOS: Health sciences
subject: Cardiology
subject: 110306 Endocrinology
subject: FOS: Clinical medicine
subject: 110308 Geriatrics and Gerontology
subject: 111099 Nursing not elsewhere classified
subject: 111299 Oncology and Carcinogenesis not elsewhere classified
subject: 111702 Aged Health Care
subject: 111799 Public Health and Health Services not elsewhere classified
subject: 99999 Engineering not elsewhere classified
subject: FOS: Other engineering and technologies
subject: Anthropology
subject: FOS: Sociology
subject: 200299 Cultural Studies not elsewhere classified
subject: FOS: Other humanities
subject: 89999 Information and Computing Sciences not elsewhere classified
subject: FOS: Computer and information sciences
subject: 150310 Organisation and Management Theory
subject: FOS: Economics and business
subject: Science Policy
subject: 160512 Social Policy
subject: FOS: Political science
subject: Sociology

description: Supplemental material, sj-docx-1-dhj-10.1177_20552076231176700 for User experiences of an American-adapted moderated online social media platform for first-episode psychosis: Qualitative analysis by Elena L Pokowitz, Bryan J Stiles, Riya Thomas, Katherine Bullard, Kelsey A Ludwig, John F Gleeson, Mario Alvarez-Jimenez, Diana O Perkins and David L Penn in DIGITAL HEALTH
The Future of Archiving & Preserving Linguistic Data
Creators: name: McKnight, Jocelyn
Publisher: name: Zenodo
Year: 2024
Subjects: subject: Linguistics
subject: FOS: Languages and literature
subject: Archiving
subject: Endangered Languages

description: A poster on linguistic data archving and preservation for the Endangered Languages 2750 class at the University of Lethbridge 2024.
Additional file 1 of Industrial diet intervention modulates the interplay between gut microbiota and host in semi-stray dogs
Creators: name: Rhimi, Soufien
name: Jablaoui, Amin
name: Hernandez, Juan
name: Mariaule, Vincent
name: Akermi, Nizar
name: Méric, Tristan
name: Mkaouar, Héla
name: Wysocka, Magdalena
name: Lesner, Adam
name: Borgi, Mohamed Ali
name: Maguin, Emmanuelle
name: Rhimi, Moez
Publisher: name: figshare
Year: 2024
Subjects: subject: Biochemistry
subject: Microbiology
subject: FOS: Biological sciences
subject: Chemical Sciences not elsewhere classified
subject: Ecology
subject: Biological Sciences not elsewhere classified
subject: Inorganic Chemistry
subject: FOS: Chemical sciences
subject: Computational Biology

description: Additional file 1.
sj-docx-1-dhj-10.1177_20552076231176652 - Supplemental material for Real-world integration of the protocol for responding to and assessing patients’ assets, risks, and experiences tool to assess social determinants of health in the electronic medical record at an academic medical center
Creators: name: Howell, Carrie R
name: Bradley, Heather
name: Zhang, Li
name: Cleveland, John D
name: Long, Dustin
name: Horton, Trudi
name: Krantz, Olivia
name: Mugavero, Michael J
name: Williams, Winter L
name: Amerson, Alesha
name: Cherrington, Andrea L
Publisher: name: SAGE Journals
Year: 2023
Subjects: subject: Health and Community Services
subject: Cardiology
subject: Endocrinology
subject: Geriatrics and Gerontology
subject: Nursing not elsewhere classified
subject: Oncology and Carcinogenesis not elsewhere classified
subject: Aged Health Care
subject: Public Health and Health Services not elsewhere classified
subject: Engineering not elsewhere classified
subject: Anthropology
subject: FOS: Sociology
subject: Cultural Studies not elsewhere classified
subject: Information and Computing Sciences not elsewhere classified
subject: Organisation and Management Theory
subject: Science Policy
subject: Social Policy
subject: Sociology

description: Supplemental material, sj-docx-1-dhj-10.1177_20552076231176652 for Real-world integration of the protocol for responding to and assessing patients’ assets, risks, and experiences tool to assess social determinants of health in the electronic medical record at an academic medical center by Carrie R Howell, Heather Bradley, Li Zhang, John D Cleveland, Dustin Long, Trudi Horton, Olivia Krantz, Michael J Mugavero and
Winter L Williams, Alesha Amerson, Andrea L Cherrington in DIGITAL HEALTH
Improved protein interaction models
Creators: name: Wilkins, Gary
Publisher: name: Carnegie Mellon University
Year: 2025
Subjects: classificationCode: 31
subject: Biological sciences
subject: FOS: Biological sciences
classificationCode: 310109
subject: Proteomics and intermolecular interactions (excl. medical proteomics)
classificationCode: 3102
subject: Bioinformatics and computational biology
classificationCode: 3101
subject: Biochemistry and cell biology

description: Protein complexes, formed through networks of protein-protein interactions (PPIs), are vital for maintaining cellular function and adaptability. These complexes drive processes such as signal transduction, genome maintenance, and metabolic regulation. Despite significant advancements from large-scale protein interaction studies, a comprehensive mapping of the human interactome remains out of reach, limited by gaps in proteome coverage and systemic error resulting from modality-specific biases inherent to all experimental techniques. Such limitations impede a holistic understanding of complex protein organization, dynamics, and context-specific roles within different cellular environments. To address these challenges, we developed a novel computational framework to improve the prediction of PPIs and complex assembly. Our approach leverages heterogeneous data sources while addressing the critical issue of incomplete datasets, namely the absence of available features across a massive feature matrix. By partitioning data into subsets where complete features are available, individual models were trained and then integrated to generate robust interaction likelihoods. Our method significantly enhanced the accuracy and coverage of predicted protein interactions and complexes, surpassing the performance of previous computational techniques. Moreover, our approach extended its utility further by incorporating cell line-specific data, exposing dynamic differences in the protein complexes assembled across distinct cellular contexts. These findings offer critical insights into the adaptability of cellular processes and the specific configurations of protein complexes within different environments. By improving our ability to predict and model PPIs, this work contributes to a more complete understanding of the human interactome, providing a foundation for studying protein complexes' roles in normal physiology and disease. The advancements demonstrated here mark a step forward in addressing the challenges of incomplete data and fragmented interaction networks, enabling deeper insights into cellular machinery.
Additional file 1 of Predictors of intradialytic hypotension in critically ill patients undergoing kidney replacement therapy: a systematic review
Creators: name: Lyrio, Rafaella Maria C.
name: Macedo, Etienne
name: Murugan, Raghavan
name: da Silva, Arnaldo A.
name: Calcagno, Tess M.
name: Sampaio, Estevão F.
name: Sassi, Rafael H.
name: da Hora Passos, Rogério
Publisher: name: figshare
Year: 2024
Subjects: subject: Medicine
subject: Immunology
subject: FOS: Clinical medicine
subject: Biological Sciences not elsewhere classified
subject: Information Systems not elsewhere classified
subject: Science Policy

description: Supplementary file1 (DOCX 162 KB)
Multi-Resolution Diffusion for Privacy-Sensitive Recommender Systems
Creators: name: Lilienthal, Derek
name: Mello, Paul
name: Eirinaki, Magdalini
name: Tiomkin, Stas
Publisher: name: arXiv
Year: 2023
Subjects: subject: Information Retrieval (cs.IR)
subject: Artificial Intelligence (cs.AI)
subject: Cryptography and Security (cs.CR)
subject: Machine Learning (cs.LG)
subject: FOS: Computer and information sciences

description: While recommender systems have become an integral component of the Web experience, their heavy reliance on user data raises privacy and security concerns. Substituting user data with synthetic data can address these concerns, but accurately replicating these real-world datasets has been a notoriously challenging problem. Recent advancements in generative AI have demonstrated the impressive capabilities of diffusion models in generating realistic data across various domains. In this work we introduce a Score-based Diffusion Recommendation Module (SDRM), which captures the intricate patterns of real-world datasets required for training highly accurate recommender systems. SDRM allows for the generation of synthetic data that can replace existing datasets to preserve user privacy, or augment existing datasets to address excessive data sparsity. Our method outperforms competing baselines such as generative adversarial networks, variational autoencoders, and recently proposed diffusion models in synthesizing various datasets to replace or augment the original data by an average improvement of 4.30% in Recall@k and 4.65% in NDCG@k.
description: 13 pages, 3 figures
Additional file 1 of Online public concern about allergic rhinitis and its association with COVID-19 and air quality in China: an informative epidemiological study using Baidu index
Creators: name: Yu, Yi
name: Zhang, Qinzhun
name: Yao, Xinmeng
name: Wu, Jinghua
name: He, Jialu
name: He, Yinan
name: Jiang, Huaqiang
name: Lu, Dongxin
name: Ye, Chengyin
Publisher: name: figshare
Year: 2024
Subjects: subject: Medicine
subject: Environmental Sciences not elsewhere classified
subject: Sociology
subject: FOS: Sociology
subject: Biological Sciences not elsewhere classified
subject: Cancer

description: Additional file 1: Figure S1. Allergic rhinitis keywords selection process. Table S1. keywords under each theme of allergic rhinitis.
Supplemental Material - Real estate investment trusts during market shocks: Impact and resilience
Creators: name: Ampountolas, Apostolos
name: Legg, Mark
name: Shaw, Gareth
Publisher: name: SAGE Journals
Year: 2023
Subjects: Economics
Hospitality Management

description: Supplemental Material for Real estate investment trusts during market shocks: Impact and resilience by Apostolos Ampountolas, Mark Legg and Gareth Shaw in Tourism Economics.
sj-docx-1-jop-10.1177_02698811231215415 – Supplemental material for Abuse potential assessment of the dual orexin receptor antagonist daridorexant in rats
Creators: name: Steiner, Michel A
name: Toeroek-Schafroth, Michael
name: Giusepponi, Maria-Elena
name: Dacome, Lisa
name: Tessari, Michela
Publisher: name: SAGE Journals
Year: 2023
Subjects: subject: Neurology and Neuromuscular Diseases
subject: FOS: Clinical medicine
subject: Pharmacology and Pharmaceutical Sciences not elsewhere classified
subject: Psychology not elsewhere classified
subject: Psychiatry (incl. Psychotherapy)

description: Supplemental material, sj-docx-1-jop-10.1177_02698811231215415 for Abuse potential assessment of the dual orexin receptor antagonist daridorexant in rats by Michel A Steiner, Michael Toeroek-Schafroth, Maria Elena Giusepponi, Lisa Dacome and Michela Tessari in Journal of Psychopharmacology
JCEM Manuscript Supplemental Material - DOI:10.1210/clinem/dgaf143
Creators: name: Palaniyandi, Jana
name: Bruin, Jennifer E
name: Fisher, Mandy
name: Borghese, Michael M.
name: P. Hoyeck, Myriam
name: Panagiotopoulos, Constadina
name: Ashley-Martin, Jillian
Publisher: name: figshare
Year: 2025
Subjects: classificationCode: 420203
subject: Environmental epidemiology

description: Prenatal concentrations of perfluoroalkyl substances and maternal beta cell function at 7-9 years follow-up - Supplemental Materials
Additional file 1 of The gut microbiota of three avian species living in sympatry
Creators: name: Pereira, Hugo
name: Chakarov, Nayden
name: Caspers, Barbara A.
name: Gilles, Marc
name: Jones, William
name: Mijoro, Tafitasoa
name: Zefania, Sama
name: Székely, Tamás
name: Krüger, Oliver
name: Hoffman, Joseph I.
Publisher: name: figshare
Year: 2024
Subjects: subject: Microbiology
subject: FOS: Biological sciences
subject: Genetics
subject: Ecology

description: Additional file 1. Appendix A. Supplementary tables and figures.
Additional file 2 of Online public concern about allergic rhinitis and its association with COVID-19 and air quality in China: an informative epidemiological study using Baidu index
Creators: name: Yu, Yi
name: Zhang, Qinzhun
name: Yao, Xinmeng
name: Wu, Jinghua
name: He, Jialu
name: He, Yinan
name: Jiang, Huaqiang
name: Lu, Dongxin
name: Ye, Chengyin
Publisher: name: figshare
Year: 2024
Subjects: subject: Medicine
subject: Environmental Sciences not elsewhere classified
subject: Sociology
subject: FOS: Sociology
subject: Biological Sciences not elsewhere classified
subject: Cancer

description: Additional file 2.
sj-docx-8-hss-10.1177_15563316231215796 – Supplemental material for Annular Closure Device Reduces Symptomatic Reherniation Rates: Results of a Meta-analysis
Creators: name: Dalal, Sidhant
name: Araghi, Kasra
name: Mai, Eric
name: Maayan, Omri
name: Shafi, Karim
name: Shahi, Pratyush
name: Shinn, Daniel
name: Song, Junho
name: Gang, Catherine Himo
name: Iyer, Sravisht
name: Qureshi, Sheeraz
Publisher: name: SAGE Journals
Year: 2023
Subjects: Surgery

description: Supplemental material, sj-docx-8-hss-10.1177_15563316231215796 for Annular Closure Device Reduces Symptomatic Reherniation Rates: Results of a Meta-analysis by Sidhant Dalal, Kasra Araghi, Eric Mai, Omri Maayan, Karim Shafi, Pratyush Shahi, Daniel Shinn, Junho Song, Catherine Himo Gang, Sravisht Iyer and Sheeraz Qureshi in HSS Journal®
Recognition Physics Enhanced Framework
Creators: name: Eydelson, Alexander
Publisher: name: Zenodo
Year: 2025

description: Abstract

This paper extends the Recognition Physics framework by strengthening itsmathematical formalism, connecting it to established physical theories, and developing concrete testable predictions. We bridge the interdisciplinary gaps between quantum physics, neuroscience, and bioelectric field studies while clearlydistinguishing between established science and speculative elements. The enhancedframework provides specific experimental protocols, quantitative predictions, andcomparisons with existing theories of consciousness and bioelectric patterning. Wedemonstrate how the recognition paradigm can be empirically validated throughphase coherence measurements, bioelectric field imaging, and quantum resonancestudies.

Keywords: Recognition physics, phase coherence, bioelectric fields, consciousness, quantum biology, oscillatory dynamics
Les  Pseaumes De David, Mis en Vers François : Revûs de nouveau sur les precedentes Editions avec les Cantiques Sacrez Pour les principales Solennitez des Chrêtiens & sur divers autres Sujets
Creators: name: [s.n.]
Publisher: name: Chez David Guessner
Year: 1715

description: On a aussy ajouté dans cette nouvelle Edition en Faveur des Amateurs de la Musique au plein chant la Basse
description: Titelvignette
description: Stimmen für Tenor und Bass