cometadata/datacite-rtg-text-other-reclassification-records huggingface dataset:
title: 'The more things change, the more they remain the same': An exploration of a legacy of change failure impact in a higher education institution in Jamaica
Creators: name: McIntosh, Sophia Veronica
Publisher: name: Edinburgh Napier University
publisherIdentifier: https://ror.org/03zjvnn91
publisherIdentifierScheme: ROR
Year: 2025

description: Access to higher education has always been a priority area for the Government of Jamaica. There are concerns from the Government of Jamaica that the country’s education sector continues to be plagued by access challenges and has chronic failures that need to be addressed before the country can be propelled forward. Some of the contributing factors highlighted are socio-economic and geographical challenges. Considering this concern, recommendations have been made to the Government of Jamaica to strengthen reforms aimed at creating greater equitable access to higher education and the need for higher education institutions to have a facilitating environment for these changes. The purpose of this study is to explore the issues involving change leadership and readiness in a higher education institution in Jamaica from the perspectives of staff at the institution. A social constructionist approach guided the study, as the research seeks to understand the views of employees at the emerging university. Twenty-nine employees from multiple units at the university were interviewed over the course of a month using semi-structured interviews. The major finding of the research indicates that issues relating to the legacy of organisational change efforts at the university have psychologically affected employees' readiness for additional change; employees utilised varying coping strategies to manage the impact of the change. It, therefore, became clear that for access change initiatives to be successfully implemented at the university, employees must be ready to embrace the change. For this to happen, leadership will be critical in acknowledging the legacy issues and actively engaging with staff in resolving the issues and clearing the baggage of the past so that employees can be psychologically and behaviourally ready for change. Based on the research findings, contributions are made to knowledge and practice.
Additional file 3: of Prognostic impact of blood and urinary angiogenic factor levels at diagnosis and during treatment in patients with osteosarcoma: a prospective study
Creators: name: Marie-Dominique Tabone
name: Brugières, Laurence
name: Piperno-Neumann, Sophie
name: Marie-Ange Selva
name: Marec-Bérard, Perrine
name: Pacquement, Hélène
name: Lervat, Cyril
name: Corradini, Nadège
name: Gentet, Jean-Claude
name: Couderc, Rémy
name: Chevance, Aurélie
name: Oukhatar, Céline Mahier-Ait
name: Entz-Werle, Natacha
name: Jean-Yves Blay
name: Marie-Cecile Le Deley
Publisher: name: Figshare
Year: 2017
Subjects: subject: Cell Biology
subject: Genetics
subject: FOS: Biological sciences
subject: Biotechnology
subject: 39999 Chemical Sciences not elsewhere classified
subject: FOS: Chemical sciences
subject: 69999 Biological Sciences not elsewhere classified
subject: 19999 Mathematical Sciences not elsewhere classified
subject: FOS: Mathematics
subject: Developmental Biology
subject: Cancer
subject: Hematology

description: Table S2. Distribution of plasma VEGF and bFGF levels at diagnosis, according to patient and tumour characteristics (DOCX 16 kb)
title: Mediterranean imports. Real influence on the civilization of the Celtic Central Europe during the 6th-5th century BC or only a diffusion of exogenous artefacts?
Creators: name: Trefný, Martin
Publisher: name: Instytut Archeologii Uniwersytetu Wrocławskiego
Year: 2022

description: The article presents several thoughts on the relationships between Central Europe during the Early Iron Age and
the Mediterranean area on the example of four selected criteria. The article focuses on the problems of urbanism and
centralisation, Greek symposion and its hypothetical reflection in the Transalpine Central Europe, adoption of some
forms of the material culture and finally on the problems connected to the wall paintings in the funeral contexts. The
article presents the conclusion that the influence of the Mediterranean world on most substantial aspects of the contemporary life in Central Europe is perceptible only in some categories, whereas the overall influence of the Mediterranean
area on the indigenous Central European communities during the Early Iron Age is marginal.
COMPARATIVE ANALYSIS OF KAZAKHSTAN'S EXPERIENCE IN ORGANIZING THE ACTIVITIES OF THE PROBATION SERVICE
Creators: name: Askarova, Elmira
Publisher: name: Zenodo
Year: 2025

description: Probation service is widely used worldwide to enhance the effectiveness of the criminal justice system. The probation service plays a crucial role as a mechanism aimed at reintegrating individuals who have committed crimes into society and preventing them from reoffending. This article provides a comparative analysis of the activities of the probation service in Kazakhstan with Uzbek practice.
MOESM1 of
                     Helicobacter suis induces changes in gastric inflammation and acid secretion markers in pigs of different ages
Creators: name: C. De Witte
name: B. Devriendt
name: B. Flahou
name: I. Bosschem
name: R. Ducatelle
name: A. Smet
name: F. Haesebrouck
Publisher: name: Figshare
Year: 2017
Subjects: subject: Space Science
subject: Medicine
subject: Microbiology
subject: FOS: Biological sciences
subject: Genetics
subject: Molecular Biology
subject: 59999 Environmental Sciences not elsewhere classified
subject: FOS: Earth and related environmental sciences
subject: 39999 Chemical Sciences not elsewhere classified
subject: FOS: Chemical sciences
subject: Immunology
subject: FOS: Clinical medicine
subject: 69999 Biological Sciences not elsewhere classified
subject: Marine Biology
subject: 110309 Infectious Diseases
subject: FOS: Health sciences

description: Additional file 1. List of primers used in quantitative RT-PCR for gene expression analysis of markers for gastric acid secretion and inflammation.
Additional file 10: of Genome and Transcriptome sequence of Finger millet (Eleusine coracana (L.) Gaertn.) provides insights into drought tolerance and nutraceutical properties
Creators: name: Shailaja Hittalmani
name: H. Mahesh
name: Shirke, Meghana
name: Hanamareddy Biradar
name: Govindareddy Uday
name: Y. Aruna
name: H. Lohithaswa
name: A. Mohanrao
Publisher: name: Figshare
Year: 2017
Subjects: subject: Genetics
subject: FOS: Biological sciences
subject: Evolutionary Biology
subject: Ecology
subject: 69999 Biological Sciences not elsewhere classified
subject: Marine Biology
subject: Infectious Diseases
subject: FOS: Health sciences
subject: Plant Biology
subject: Virology

description: Protein Sequences of C4 photosynthetic genes identified in ML-365 genome. (PDF 119Â kb)
MOESM1 of
                     Helicobacter suis induces changes in gastric inflammation and acid secretion markers in pigs of different ages
Creators: name: C. De Witte
name: B. Devriendt
name: B. Flahou
name: I. Bosschem
name: R. Ducatelle
name: A. Smet
name: F. Haesebrouck
Publisher: name: Figshare
Year: 2017
Subjects: subject: Space Science
subject: Medicine
subject: Microbiology
subject: FOS: Biological sciences
subject: Genetics
subject: Molecular Biology
subject: 59999 Environmental Sciences not elsewhere classified
subject: FOS: Earth and related environmental sciences
subject: 39999 Chemical Sciences not elsewhere classified
subject: FOS: Chemical sciences
subject: Immunology
subject: FOS: Clinical medicine
subject: 69999 Biological Sciences not elsewhere classified
subject: Marine Biology
subject: Infectious Diseases
subject: FOS: Health sciences

description: Additional file 1. List of primers used in quantitative RT-PCR for gene expression analysis of markers for gastric acid secretion and inflammation.
Additional file 1: of Burnout among workers in emergency Departments in Palestinian hospitals: prevalence and associated factors
Creators: name: Motasem Hamdan
name: AsmaâA Hamra
Publisher: name: Figshare
Year: 2017
Subjects: subject: Biotechnology
subject: Sociology
subject: FOS: Sociology
subject: 110309 Infectious Diseases
subject: FOS: Health sciences

description: English Translation of the Study Survey. (PDF 600Â kb)
No country for old frameworks? Vertex models and their ongoing reinvention to study tissue dynamics
Creators: name: Briñas-Pascual, Natalia
name: Cornwall-Scoones, Jake
name: O’Hanlon, Daniel P
name: Guerrero, Pilar
name: Perez-Carrasco, Ruben
Publisher: name: The Francis Crick Institute
Year: 2024
Subjects: classificationCode: Signalling & Oncogenes
subject: Signalling & Oncogenes
classificationCode: Gene Expression
subject: Gene Expression
classificationCode: Developmental Biology
subject: Developmental Biology
classificationCode: Computational & Systems Biology
subject: Computational & Systems Biology
classificationCode: Neurosciences
subject: Neurosciences
subject: FOS: Clinical medicine
classificationCode: Model organisms
subject: Model organisms
classificationCode: Synthetic Biology
subject: Synthetic Biology

description: Vertex models have become essential tools for understanding tissue morphogenesis by simulating the mechanical and geometric properties of cells in various biological systems. These models represent cells as polygons or polyhedra, capturing cellular interactions such as adhesion, tension, and force generation. This review explores the ongoing evolution of computational vertex models, highlighting their application to complex tissue dynamics, including organoid development, wound healing, and cancer metastasis. We examine different energy formulations used in vertex models, which account for mechanical forces such as surface tension, volume conservation, and intercellular adhesion. Additionally, this review discusses the challenges of expanding traditional 2D models to 3D structures, which require the inclusion of factors like mechanical polarisation and topological transitions. We also introduce recent advancements in modelling techniques that allow for more flexible and dynamic cell shapes, addressing limitations in earlier frameworks. Mechanochemical feedback and its role in tissue behaviour are explored, along with cutting-edge approaches like self-propelled Voronoi models. Finally, the review highlights the importance of parameter inference in these models, particularly through Bayesian methods, to improve accuracy and predictive power. By integrating these new insights, vertex models continue to provide powerful frameworks for exploring the complexities of tissue morphogenesis.
Additional file 1: of Burnout among workers in emergency Departments in Palestinian hospitals: prevalence and associated factors
Creators: name: Motasem Hamdan
name: AsmaâA Hamra
Publisher: name: Figshare
Year: 2017
Subjects: subject: Biotechnology
subject: Sociology
subject: FOS: Sociology
subject: Infectious Diseases
subject: FOS: Health sciences

description: English Translation of the Study Survey. (PDF 600Â kb)
Additional file 2: of Rituximab versus cyclophosphamide for the treatment of connective tissue disease-associated interstitial lung disease (RECITAL): study protocol for a randomised controlled trial
Creators: name: Saunders, Peter
name: Tsipouri, Vicky
name: Keir, Gregory
name: Ashby, Deborah
name: Flather, Marcus
name: Parfrey, Helen
name: Babalis, Daphne
name: Renzoni, Elisabetta
name: Denton, Christopher
name: Wells, Athol
name: Maher, Toby
Publisher: name: Figshare
Year: 2017
Subjects: subject: Biochemistry
subject: Medicine
subject: Cell Biology
subject: Physiology
subject: FOS: Biological sciences
subject: Sociology
subject: FOS: Sociology
subject: Cancer
subject: Science Policy

description: SPIRIT Checklist. (DOC 125Â kb)
Additional file 11: of Genome and Transcriptome sequence of Finger millet (Eleusine coracana (L.) Gaertn.) provides insights into drought tolerance and nutraceutical properties
Creators: name: Shailaja Hittalmani
name: H. Mahesh
name: Shirke, Meghana
name: Hanamareddy Biradar
name: Govindareddy Uday
name: Y. Aruna
name: H. Lohithaswa
name: A. Mohanrao
Publisher: name: Figshare
Year: 2017
Subjects: subject: Genetics
subject: FOS: Biological sciences
subject: Evolutionary Biology
subject: Ecology
subject: Sociology
subject: FOS: Sociology
subject: 69999 Biological Sciences not elsewhere classified

description: Phylogenetic tree of C4 pathway depicting the sharing of common ancestry among different cereals. (PDF 1716Â kb)
Cell nuclei segmentation in mm-scale x-ray holographic nanotomography images of mouse brain tissue
Creators: name: Nathansen, A
name: Clausen, M
name: Berning, M
name: MacKenzie, E
name: Zhang, Y
name: Pacureanu, A
name: Schaefer, AT
name: Rzepka, N
name: Bosch, C
Publisher: name: The Francis Crick Institute
Year: 2025
Subjects: classificationCode: Neurosciences
subject: Neurosciences
subject: FOS: Clinical medicine
classificationCode: Microfabrication & Bioengineering
subject: Microfabrication & Bioengineering
classificationCode: Ecology,Evolution & Ethology
subject: Ecology,Evolution & Ethology
classificationCode: Computational & Systems Biology
subject: Computational & Systems Biology

description: Biological soft tissues are functional agglomerates of cells. They constitute the microenvironment where intercellular communication occurs. In turn, their woven structure underlies mechanical properties that contribute to their roles in the context of the organs and the organisms that contain them. Therefore, determining the density and spatial distribution of cells within the tissue offers key information for understanding its physiological properties and its state. X-ray holographic nanotomography is a non-destructive imaging technique capable of resolving subcellular details in biological tissues that has shown promising advantages to study the structure of neuronal circuits. However, the dimensions of the datasets required – covering volume landscapes of ~mm3 – make manual annotation of individual nuclei an unrealistic task. We developed and trained an automated image segmentation classifier that accurately detects and segments cell nuclei in mouse brain tissue imaged with X-ray holographic nanotomography, and that generalises to similar datasets obtained from biological replicates with minimal additional ground truth. It provides the spatial locations and morphologies of the ~80k nuclei per dataset with a high recall. It harnesses the strengths of a high-performance computing cluster and embeds the curated results in two main simplified outcomes: a data table and explorable image segmentations and meshes associated with the original dataset, in a browser-compatible format that simplifies proofreading by multiple users. The classifier we present here can be readily integrated into an automated analytical pipeline for histological datasets obtained with synchrotron X-ray holographic nanotomography in the context of systems neuroscience as well as broader tissue life science studies.
Eburodacrys cunusaia Martins 1997
Creators: name: Ferreira, Gabriel Dos Santos
name: Ferreira, André Da Silva
name: Bravo, Freddy
Publisher: name: Zenodo
Year: 2023
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Coleoptera
Cerambycidae
Eburodacrys
Eburodacrys cunusaia

description: Eburodacrys cunusaia Martins, 1997
Distribution. BRAZIL (Maranh„o, Paraíba, Bahia, Mato Grosso, Goiás, Minas Gerais, and Mato Grosso do Sul), BOLIVIA (Tarija), and PARAGUAY.
description: Published as part of Ferreira, Gabriel Dos Santos, Ferreira, André Da Silva & Bravo, Freddy, 2023, Annotated checklist of Cerambycidae (Coleoptera: Chrysomeloidea) from the Brazilian semi-arid region, with new species and new geographic records, pp. 1-81 in Zootaxa 5235 (1) on page 30, DOI: 10.11646/zootaxa.5235.1.1, http://zenodo.org/record/7610305
Analysis of Reconstructed Modified f(Q,T) Gravity
Creators: name: Sharif, M.
name: Ibrar, Iqra
Publisher: name: arXiv
Year: 2024
Subjects: subject: General Relativity and Quantum Cosmology (gr-qc)
subject: FOS: Physical sciences

description: This paper studies the reconstruction criterion in the framework of $f(Q,T)$ gravity using ghost dark energy model, where $Q$ represents the non-metricity and $T$ is the trace of energy-momentum tensor. In this regard, the correspondence scenario for a non-interacting scheme is used to construct the ghost dark energy $f(Q,T)$ model. We consider the flat Friedmann-Robertson-Walker universe with power-law scale factor and pressure-less matter. We investigate the behavior of equation of state parameter and examine the stability of ghost dark energy model via squared speed of sound parameter. The equation of state parameter depicts the phantom era, while the squared speed of sound reveals stable ghost dark energy model for the entire cosmic evolutionary paradigm. Finally, we study the cosmography of the $ω_{GDE}-ω'_{GDE}$ and $r-s$ planes that correspond to freezing region and Chaplygin gas model, respectively. It is concluded that the reconstructed ghost dark energy model represents the evolution of the cosmos for suitable choices of the parametric values.
description: 34 pages, 6 figures
Eburodacrys flexuosa Gounelle 1909
Creators: name: Ferreira, Gabriel Dos Santos
name: Ferreira, André Da Silva
name: Bravo, Freddy
Publisher: name: Zenodo
Year: 2023
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Coleoptera
Cerambycidae
Eburodacrys
Eburodacrys flexuosa

description: Eburodacrys flexuosa Gounelle, 1909
Distribution. BRAZIL (Paraíba, Bahia, Mato Grosso, Goiás, Distrito Federal, Minas Gerais, Espírito Santo, Mato Grosso do Sul, Rio de Janeiro, and S„o Paulo), BOLIVIA (Santa Cruz), PARAGUAY, and ARGENTINA (Salta, Chaco, Misiones, and Córdoba).
Material examined. 1 specimen, BRAZIL: “ BAHIA: Aracatu, Fazenda Lagoa do Tamburi, BA 263, km 400, sentido Vitória da Conquista /Brumado, Caatinga arbórea, trilha do umbuzeiro, 1.xii.2013, Ferreira, A.S. leg.” (MZFS).
description: Published as part of Ferreira, Gabriel Dos Santos, Ferreira, André Da Silva & Bravo, Freddy, 2023, Annotated checklist of Cerambycidae (Coleoptera: Chrysomeloidea) from the Brazilian semi-arid region, with new species and new geographic records, pp. 1-81 in Zootaxa 5235 (1) on page 30, DOI: 10.11646/zootaxa.5235.1.1, http://zenodo.org/record/7610305
Eburodacrys fortunata Lameere 1884
Creators: name: Ferreira, Gabriel Dos Santos
name: Ferreira, André Da Silva
name: Bravo, Freddy
Publisher: name: Zenodo
Year: 2023
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Coleoptera
Cerambycidae
Eburodacrys
Eburodacrys fortunata

description: Eburodacrys fortunata Lameere, 1884
Distribution. BRAZIL (Maranh„o, Piauí, Pernambuco, Bahia, Mato Grosso, Goiás, Distrito Federal, Minas Gerais, Espírito Santo, Mato Grosso do Sul, Rio de Janeiro, S„o Paulo, and Santa Catarina), BOLIVIA (Santa Cruz), and PARAGUAY.
description: Published as part of Ferreira, Gabriel Dos Santos, Ferreira, André Da Silva & Bravo, Freddy, 2023, Annotated checklist of Cerambycidae (Coleoptera: Chrysomeloidea) from the Brazilian semi-arid region, with new species and new geographic records, pp. 1-81 in Zootaxa 5235 (1) on page 31, DOI: 10.11646/zootaxa.5235.1.1, http://zenodo.org/record/7610305
MOESM2 of
                     Helicobacter suis induces changes in gastric inflammation and acid secretion markers in pigs of different ages
Creators: name: C. De Witte
name: B. Devriendt
name: B. Flahou
name: I. Bosschem
name: R. Ducatelle
name: A. Smet
name: F. Haesebrouck
Publisher: name: Figshare
Year: 2017
Subjects: subject: Space Science
subject: Medicine
subject: Microbiology
subject: FOS: Biological sciences
subject: 59999 Environmental Sciences not elsewhere classified
subject: FOS: Earth and related environmental sciences
subject: Ecology
subject: 69999 Biological Sciences not elsewhere classified
subject: 110309 Infectious Diseases
subject: FOS: Health sciences

description: Additional file 2. The number of H. suis bacteria in the different stomach regions of 2–3 months old pigs (A), 6–8 months old pigs (B) and adult sows (C). Data are shown as log10 values of the average number of H. suis bacteria per mg tissue with standard deviation. Statistical differences were calculated using the non-parametric Kruskal–Wallis H test. *, p
Eburodacrys lenkoi Napp & Martins 1980
Creators: name: Ferreira, Gabriel Dos Santos
name: Ferreira, André Da Silva
name: Bravo, Freddy
Publisher: name: Zenodo
Year: 2023
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Coleoptera
Cerambycidae
Eburodacrys
Eburodacrys lenkoi

description: Eburodacrys lenkoi Napp & Martins, 1980
Distribution. BRAZIL (Bahia, Minas Gerais, Espírito Santo, Rio de Janeiro, S„o Paulo, and Paraná).
description: Published as part of Ferreira, Gabriel Dos Santos, Ferreira, André Da Silva & Bravo, Freddy, 2023, Annotated checklist of Cerambycidae (Coleoptera: Chrysomeloidea) from the Brazilian semi-arid region, with new species and new geographic records, pp. 1-81 in Zootaxa 5235 (1) on page 31, DOI: 10.11646/zootaxa.5235.1.1, http://zenodo.org/record/7610305
MOESM1 of Tag SNP selection for prediction of tick resistance in Brazilian Braford and Hereford cattle breeds using Bayesian methods
Creators: name: Sollero, Bruna
name: Vinícius Junqueira
name: Gomes, Cláudia
name: Caetano, Alexandre
name: Cardoso, Fernando
Publisher: name: Figshare
Year: 2017
Subjects: subject: Genetics
subject: FOS: Biological sciences
subject: Evolutionary Biology
subject: Sociology
subject: FOS: Sociology
subject: 69999 Biological Sciences not elsewhere classified
subject: 80699 Information Systems not elsewhere classified
subject: FOS: Computer and information sciences
subject: 110309 Infectious Diseases
subject: FOS: Health sciences
subject: Plant Biology
subject: 60506 Virology

description: Additional file 1. SNP name, reference sequence, chromosome and position (Chr_Pos), window coded number by GenSel in physical map order, description of the genes (symbol, database search, name, HGNC_id, genome which were mapped) mapped to the 58 SNPs selected from the GWAS analysis.
PUBLIC DEBT CRISIS, CAUSES AND STRATEGIES OF DEBT MANAGEMENT IN NIGERIA
Creators: name: Idris Benuh, Adama, Ph.D
name: Nurudeen,, Olanrewaju Abdulfatai Ph.D.
Publisher: name: top journals
Year: 2025
Subjects: Public debt, Public debt crisis, Debt management, Open economy

description: Nigeria has witnessed unprecedentedly high public debt over the years and this worrisome development has generated controversies among policy-makers, academics and the general public. This study therefore, explored the major causes of Nigeria public debt crisis, Nigeria’s total public debt portfolios for 2021-2023 and solutions to public debt crisis in Nigeria. The methodology used is an exploratory study that reviewed empirical studies in respect of public debt, debt management, public debt crisis and open economy. It was found from the reviewed literature that to reduce the high public debt profile of Nigeria, there should be debt repudiation in form of debt forgiveness by creditor countries and other international financial institutions like International Monetary Fund, The World Bank and the Paris Club. Conclusively, public debt situation in Nigeria is burdensome such that embarking on any developmental project become herculean task as a result of debt servicing and payment of the principal. It is recommended among others that there should be restriction on borrowing; this consequently will reduce the debt stock of Nigeria. Also, corruption and financial waste cutting must be treated with all seriousness.
Additional file 3: of Rituximab versus cyclophosphamide for the treatment of connective tissue disease-associated interstitial lung disease (RECITAL): study protocol for a randomised controlled trial
Creators: name: Saunders, Peter
name: Tsipouri, Vicky
name: Keir, Gregory
name: Ashby, Deborah
name: Flather, Marcus
name: Parfrey, Helen
name: Babalis, Daphne
name: Renzoni, Elisabetta
name: Denton, Christopher
name: Wells, Athol
name: Maher, Toby
Publisher: name: Figshare
Year: 2017
Subjects: subject: Medicine
subject: Physiology
subject: FOS: Biological sciences
subject: Biotechnology
subject: Sociology
subject: FOS: Sociology
subject: Cancer
subject: Science Policy

description: Patient Information Sheet. Version 6.0 15.10.2014. (DOC 217Â kb)
Eburodacrys longilineata White 1853
Creators: name: Ferreira, Gabriel Dos Santos
name: Ferreira, André Da Silva
name: Bravo, Freddy
Publisher: name: Zenodo
Year: 2023
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Coleoptera
Cerambycidae
Eburodacrys
Eburodacrys longilineata

description: Eburodacrys longilineata White, 1853
Distribution. Brazil (Rio Grande do Norte, Paraíba, Ceará, Bahia, Minas Gerais, Espírito Santo, Rio de Janeiro, S„o Paulo, Paraná, Santa Catarina, and Rio Grande do Sul), BOLIVIA (Santa Cruz), PARAGUAY, ARGENTINA, and URUGUAY.
Material examined. 1 specimen, BRAZIL: “ BAHIA:Aracatu, Fazenda Lagoa do Tamburi, BA 263, km 400, sentido Vitória da Conquista /Brumado, Caatinga arbórea, trilha do umbuzeiro, 1.xii.2013. Ferreira, A.S. leg.” (MZFS).
description: Published as part of Ferreira, Gabriel Dos Santos, Ferreira, André Da Silva & Bravo, Freddy, 2023, Annotated checklist of Cerambycidae (Coleoptera: Chrysomeloidea) from the Brazilian semi-arid region, with new species and new geographic records, pp. 1-81 in Zootaxa 5235 (1) on page 31, DOI: 10.11646/zootaxa.5235.1.1, http://zenodo.org/record/7610305
MOESM1 of Real-time monitoring of PtaHMGB activity in poplar transactivation assays
Creators: name: Ramos-Sánchez, José
name: Triozzi, Paolo
name: Moreno-Cortés, Alicia
name: Conde, Daniel
name: Perales, Mariano
name: Allona, Isabel
Publisher: name: Figshare
Year: 2017
Subjects: subject: Biochemistry
subject: Molecular Biology
subject: Pharmacology
subject: Evolutionary Biology
subject: FOS: Biological sciences
subject: Ecology
subject: Sociology
subject: FOS: Sociology
subject: 80699 Information Systems not elsewhere classified
subject: FOS: Computer and information sciences

description: Additional file 1: Table S1. Primers used in this work.
Eburodacrys nemorivaga Gounelle 1909
Creators: name: Ferreira, Gabriel Dos Santos
name: Ferreira, André Da Silva
name: Bravo, Freddy
Publisher: name: Zenodo
Year: 2023
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Coleoptera
Cerambycidae
Eburodacrys
Eburodacrys nemorivaga

description: Eburodacrys nemorivaga Gounelle, 1909
Distribution. MEXICO (Sinaloa, Jalisco, Sonora, and Oaxaca), HONDURAS, NICARAGUA, VENEZUELA, COLOMBIA, BRAZIL (Pará, Piauí, Bahia, Rondônia, Mato Grosso, Goiás, Minas Gerais, Mato Grosso do Sul, and S„o Paulo), BOLIVIA (Santa Cruz and Tarija), and PARAGUAY.
description: Published as part of Ferreira, Gabriel Dos Santos, Ferreira, André Da Silva & Bravo, Freddy, 2023, Annotated checklist of Cerambycidae (Coleoptera: Chrysomeloidea) from the Brazilian semi-arid region, with new species and new geographic records, pp. 1-81 in Zootaxa 5235 (1) on page 31, DOI: 10.11646/zootaxa.5235.1.1, http://zenodo.org/record/7610305
Eburodacrys pumila Monne & Martins 1992
Creators: name: Ferreira, Gabriel Dos Santos
name: Ferreira, André Da Silva
name: Bravo, Freddy
Publisher: name: Zenodo
Year: 2023
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Coleoptera
Cerambycidae
Eburodacrys
Eburodacrys pumila

description: Eburodacrys pumila Monné & Martins, 1992
Distribution. BRAZIL (Bahia, Minas Gerais, and Espírito Santo) and BOLIVIA (Santa Cruz).
description: Published as part of Ferreira, Gabriel Dos Santos, Ferreira, André Da Silva & Bravo, Freddy, 2023, Annotated checklist of Cerambycidae (Coleoptera: Chrysomeloidea) from the Brazilian semi-arid region, with new species and new geographic records, pp. 1-81 in Zootaxa 5235 (1) on page 31, DOI: 10.11646/zootaxa.5235.1.1, http://zenodo.org/record/7610305
MOESM2 of
                     Helicobacter suis induces changes in gastric inflammation and acid secretion markers in pigs of different ages
Creators: name: C. De Witte
name: B. Devriendt
name: B. Flahou
name: I. Bosschem
name: R. Ducatelle
name: A. Smet
name: F. Haesebrouck
Publisher: name: Figshare
Year: 2017
Subjects: subject: Space Science
subject: Medicine
subject: Microbiology
subject: FOS: Biological sciences
subject: 59999 Environmental Sciences not elsewhere classified
subject: FOS: Earth and related environmental sciences
subject: Ecology
subject: 69999 Biological Sciences not elsewhere classified
subject: Infectious Diseases
subject: FOS: Health sciences

description: Additional file 2. The number of H. suis bacteria in the different stomach regions of 2–3 months old pigs (A), 6–8 months old pigs (B) and adult sows (C). Data are shown as log10 values of the average number of H. suis bacteria per mg tissue with standard deviation. Statistical differences were calculated using the non-parametric Kruskal–Wallis H test. *, p
Eburodacrys rhabdota Martins 1967
Creators: name: Ferreira, Gabriel Dos Santos
name: Ferreira, André Da Silva
name: Bravo, Freddy
Publisher: name: Zenodo
Year: 2023
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Coleoptera
Cerambycidae
Eburodacrys
Eburodacrys rhabdota

description: Eburodacrys rhabdota Martins, 1967
Distribution. BRAZIL (Ceará, Paraíba, and Pernambuco).
description: Published as part of Ferreira, Gabriel Dos Santos, Ferreira, André Da Silva & Bravo, Freddy, 2023, Annotated checklist of Cerambycidae (Coleoptera: Chrysomeloidea) from the Brazilian semi-arid region, with new species and new geographic records, pp. 1-81 in Zootaxa 5235 (1) on page 31, DOI: 10.11646/zootaxa.5235.1.1, http://zenodo.org/record/7610305
Eburodacrys seabrai Zajciw 1958
Creators: name: Ferreira, Gabriel Dos Santos
name: Ferreira, André Da Silva
name: Bravo, Freddy
Publisher: name: Zenodo
Year: 2023
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Coleoptera
Cerambycidae
Eburodacrys
Eburodacrys seabrai

description: Eburodacrys seabrai Zajciw, 1958
Distribution. BRAZIL (Maranh„o, Ceará, Paraíba, Pernambuco, Bahia, Minas Gerais, Espírito Santo, S„o Paulo, and Paraná), BOLIVIA (Santa Cruz), and ARGENTINA (Salta).
description: Published as part of Ferreira, Gabriel Dos Santos, Ferreira, André Da Silva & Bravo, Freddy, 2023, Annotated checklist of Cerambycidae (Coleoptera: Chrysomeloidea) from the Brazilian semi-arid region, with new species and new geographic records, pp. 1-81 in Zootaxa 5235 (1) on page 31, DOI: 10.11646/zootaxa.5235.1.1, http://zenodo.org/record/7610305
Eburodacrys sexmaculata
Creators: name: Ferreira, Gabriel Dos Santos
name: Ferreira, André Da Silva
name: Bravo, Freddy
Publisher: name: Zenodo
Year: 2023
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Coleoptera
Cerambycidae
Eburodacrys
Eburodacrys sexmaculata

description: Eburodacrys sexmaculata (Olivier, 1790)
Distribution. COLOMBIA, VENEZUELA, GUIANA, SURINAME, GUYANA, FRENCH BRAZIL (Amazonas, Maranh„o, Rio Grande do Norte, Pernambuco, Ceará, Bahia, Minas Gerais, Espírito Santo, Mato Grosso do Sul, Rio de Janeiro, S„o Paulo, Paraná, Santa Catarina, and Rio Grande do Sul), ECUADOR, BOLIVIA, and PERU.
description: Published as part of Ferreira, Gabriel Dos Santos, Ferreira, André Da Silva & Bravo, Freddy, 2023, Annotated checklist of Cerambycidae (Coleoptera: Chrysomeloidea) from the Brazilian semi-arid region, with new species and new geographic records, pp. 1-81 in Zootaxa 5235 (1) on page 31, DOI: 10.11646/zootaxa.5235.1.1, http://zenodo.org/record/7610305
Eburodacrys sulfurifera Gounelle 1909
Creators: name: Ferreira, Gabriel Dos Santos
name: Ferreira, André Da Silva
name: Bravo, Freddy
Publisher: name: Zenodo
Year: 2023
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Coleoptera
Cerambycidae
Eburodacrys
Eburodacrys sulfurifera

description: Eburodacrys sulfurifera Gounelle, 1909
Distribution. FRENCH GUIANA, BRAZIL (Pará, Ceará, Bahia, Rondônia, Mato Grosso, Goiás, Minas Gerais, Espírito Santo, Rio de Janeiro, and S„o Paulo), and BOLIVIA (Santa Cruz).
description: Published as part of Ferreira, Gabriel Dos Santos, Ferreira, André Da Silva & Bravo, Freddy, 2023, Annotated checklist of Cerambycidae (Coleoptera: Chrysomeloidea) from the Brazilian semi-arid region, with new species and new geographic records, pp. 1-81 in Zootaxa 5235 (1) on page 31, DOI: 10.11646/zootaxa.5235.1.1, http://zenodo.org/record/7610305
Eburodacrys translucida Galileo & Martins 2010
Creators: name: Ferreira, Gabriel Dos Santos
name: Ferreira, André Da Silva
name: Bravo, Freddy
Publisher: name: Zenodo
Year: 2023
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Coleoptera
Cerambycidae
Eburodacrys
Eburodacrys translucida

description: Eburodacrys translucida Galileo & Martins, 2010
Distribution. BRAZIL (Paraíba).
description: Published as part of Ferreira, Gabriel Dos Santos, Ferreira, André Da Silva & Bravo, Freddy, 2023, Annotated checklist of Cerambycidae (Coleoptera: Chrysomeloidea) from the Brazilian semi-arid region, with new species and new geographic records, pp. 1-81 in Zootaxa 5235 (1) on page 31, DOI: 10.11646/zootaxa.5235.1.1, http://zenodo.org/record/7610305
J-dimers of phthalocyanine analogues: structural characterization and their use for determination of association constants between ligands and central cation.
Creators: name: Demuth, Jiri
name: Bednarik, Stefan
name: Machan, Radek
name: Mocak, Ivan
name: Malinsky, Tibor
name: Dahabova, Mona Abo El
name: Holcak, Jakub
name: Miletin, Miroslav
name: Labuta, Jan
name: Novakova, Veronika
name: Zimcik, Petr
Publisher: name: Zenodo
Year: 2024

description: The characterization of the stability of self-assembled supramolecular systems is critical for numerous applications that rely on non-covalent interactions between the components. However, in phthalocyanines (Pcs), the coordination of ligands to the central metal is typically not accompanied by significant spectral changes, complicating the determination of association constants (K1). In this study, we developed a reliable and widely applicable method based on fluorescence and absorptionspectroscopy that allows straightforward determination of K1 for a broad range of ligands, from heterocyclic to purely aliphatic, with weak (K1~102 M⁻¹) to strong (K1~107 M⁻¹) binding affinities. The method benefits from the full characterization of unique J-dimers of Pcs, which are formed via coordination between the peripheral substituent of one molecule and the central metal of another Pc in a series of metal octa(dialkylamino)azaphthalocyanines. These J-dimers exhibit significantly red-shifted absorption bands (up to ~710 nm), and retained red fluorescence with significant Stokes shifts (~35-40 nm), making them ideal for spectroscopic analysis. The developed method allowed for the direct determination of dimerization constants (KD) by monitoring temperature-induced J-dimer disassembly. Determined KD values ranged from 108 to 1015 M⁻¹, with the bulkiness of the coordinating substituents being the primary factor affecting dimerization strength. The insights gained could be instrumental in the rational design of self-coordinating supramolecular systems that are important in, for example, energy and electron transfer processes.
MOESM1 of Tag SNP selection for prediction of tick resistance in Brazilian Braford and Hereford cattle breeds using Bayesian methods
Creators: name: Sollero, Bruna
name: Vinícius Junqueira
name: Gomes, Cláudia
name: Caetano, Alexandre
name: Cardoso, Fernando
Publisher: name: Figshare
Year: 2017
Subjects: subject: Genetics
subject: FOS: Biological sciences
subject: Evolutionary Biology
subject: Sociology
subject: FOS: Sociology
subject: 69999 Biological Sciences not elsewhere classified
subject: 80699 Information Systems not elsewhere classified
subject: FOS: Computer and information sciences
subject: Infectious Diseases
subject: FOS: Health sciences
subject: Plant Biology
subject: Virology

description: Additional file 1. SNP name, reference sequence, chromosome and position (Chr_Pos), window coded number by GenSel in physical map order, description of the genes (symbol, database search, name, HGNC_id, genome which were mapped) mapped to the 58 SNPs selected from the GWAS analysis.
The GALAH survey: Tracing the Milky Way's formation and evolution through RR Lyrae stars
Creators: name: D'Orazi, Valentina
name: Storm, Nicholas
name: Casey, Andrew R.
name: Braga, Vittorio F.
name: Zocchi, Alice
name: Bono, Giuseppe
name: Fabrizio, Michele
name: Sneden, Christopher
name: Massari, Davide
name: Giribaldi, Riano E.
name: Bergemann, Maria
name: Campbell, Simon W.
name: Casagrande, Luca
name: de Grijs, Richard
name: De Silva, Gayandhi
name: Lugaro, Maria
name: Zucker, Daniel B.
name: Bragaglia, Angela
name: Feuillet, Diane
name: Fiorentino, Giuliana
name: Chaboyer, Brian
name: Dall'Ora, Massimo
name: Marengo, Massimo
name: Martínez-Vázquez, Clara E.
name: Matsunaga, Noriyuki
name: Monelli, Matteo
name: Mullen, Joseph P.
name: Nataf, David
name: Tantalo, Maria
name: Thevenin, Frederic
name: Vitello, Fabio R.
name: Kudritzki, Rolf-Peter
name: Bland-Hawthorn, Joss
name: Buder, Sven
name: Freeman, Ken
name: Kos, Janez
name: Lewis, Geraint F.
name: Lind, Karin
name: Martell, Sarah
name: Sharma, Sanjib
name: Stello, Dennis
name: Zwitter, Tomaž
Publisher: name: arXiv
Year: 2024
Subjects: subject: Astrophysics of Galaxies (astro-ph.GA)
subject: Solar and Stellar Astrophysics (astro-ph.SR)
subject: FOS: Physical sciences

description: Stellar mergers and accretion events have been crucial in shaping the evolution of the Milky Way (MW). These events have been dynamically identified and chemically characterised using red giants and main-sequence stars. RR Lyrae (RRL) variables can play a crucial role in tracing the early formation of the MW since they are ubiquitous, old (t$\ge$10 Gyr) low-mass stars and accurate distance indicators. We exploited Data Release 3 of the GALAH survey to identify 78 field RRLs suitable for chemical analysis. Using synthetic spectra calculations, we determined atmospheric parameters and abundances of Fe, Mg, Ca, Y, and Ba. Most of our stars exhibit halo-like chemical compositions, with an iron peak around [Fe/H]$\approx -$1.40, and enhanced Ca and Mg content. Notably, we discovered a metal-rich tail, with [Fe/H] values ranging from $-$1 to approximately solar metallicity. This sub-group includes almost ~1/4 of the sample, it is characterised by thin disc kinematics and displays sub-solar $α$-element abundances, marginally consistent with the majority of the MW stars. Surprisingly, they differ distinctly from typical MW disc stars in terms of the s-process elements Y and Ba. We took advantage of similar data available in the literature and built a total sample of 535 field RRLs for which we estimated kinematical and dynamical properties. We found that metal-rich RRLs (1/3 of the sample) likely represent an old component of the MW thin disc. We also detected RRLs with retrograde orbits and provided preliminary associations with the Gaia-Sausage-Enceladus, Helmi, Sequoia, Sagittarius, and Thamnos stellar streams.
description: Accepted for publication in MNRAS. 29 pages, 20 figures
Eburodacrys trilineata
Creators: name: Ferreira, Gabriel Dos Santos
name: Ferreira, André Da Silva
name: Bravo, Freddy
Publisher: name: Zenodo
Year: 2023
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Coleoptera
Cerambycidae
Eburodacrys
Eburodacrys trilineata

description: Eburodacrys trilineata (Aurivillius, 1893)
Distribution. BRAZIL (Bahia, Minas Gerais, Espírito Santo, Rio de Janeiro, S„o Paulo, Paraná, Santa Catarina, and Rio Grande do Sul).
description: Published as part of Ferreira, Gabriel Dos Santos, Ferreira, André Da Silva & Bravo, Freddy, 2023, Annotated checklist of Cerambycidae (Coleoptera: Chrysomeloidea) from the Brazilian semi-arid region, with new species and new geographic records, pp. 1-81 in Zootaxa 5235 (1) on page 31, DOI: 10.11646/zootaxa.5235.1.1, http://zenodo.org/record/7610305
Eburodacrys truncata Fuchs 1956
Creators: name: Ferreira, Gabriel Dos Santos
name: Ferreira, André Da Silva
name: Bravo, Freddy
Publisher: name: Zenodo
Year: 2023
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Coleoptera
Cerambycidae
Eburodacrys
Eburodacrys truncata

description: Eburodacrys truncata Fuchs, 1956
Distribution. BRAZIL (Maranh„o, Piauí, Rondônia, Mato Grosso, Goiás, Distrito Federal, Mato Grosso do Sul, and S„o Paulo), BOLIVIA (Santa Cruz), and PARAGUAY.
description: Published as part of Ferreira, Gabriel Dos Santos, Ferreira, André Da Silva & Bravo, Freddy, 2023, Annotated checklist of Cerambycidae (Coleoptera: Chrysomeloidea) from the Brazilian semi-arid region, with new species and new geographic records, pp. 1-81 in Zootaxa 5235 (1) on page 31, DOI: 10.11646/zootaxa.5235.1.1, http://zenodo.org/record/7610305
Eburodacrys tuberosa Gounelle 1909
Creators: name: Ferreira, Gabriel Dos Santos
name: Ferreira, André Da Silva
name: Bravo, Freddy
Publisher: name: Zenodo
Year: 2023
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Coleoptera
Cerambycidae
Eburodacrys
Eburodacrys tuberosa

description: Eburodacrys tuberosa Gounelle, 1909
Distribution. BRAZIL (Maranh„o, Piauí, Bahia, Goiás, Minas Gerais, Espírito Santo, Mato Grosso do Sul, and S„o Paulo) and ARGENTINA.
description: Published as part of Ferreira, Gabriel Dos Santos, Ferreira, André Da Silva & Bravo, Freddy, 2023, Annotated checklist of Cerambycidae (Coleoptera: Chrysomeloidea) from the Brazilian semi-arid region, with new species and new geographic records, pp. 1-81 in Zootaxa 5235 (1) on page 32, DOI: 10.11646/zootaxa.5235.1.1, http://zenodo.org/record/7610305
Eburodacrystola pickeli
Creators: name: Ferreira, Gabriel Dos Santos
name: Ferreira, André Da Silva
name: Bravo, Freddy
Publisher: name: Zenodo
Year: 2023
Subjects: Biodiversity
Taxonomy
Animalia
Arthropoda
Insecta
Coleoptera
Cerambycidae
Eburodacrystola
Eburodacrystola pickeli

description: Eburodacrystola pickeli (Melzer, 1928)
Distribution. BRAZIL (Pará, Maranh„o, Rio Grande do Norte, Piauí, Ceará, Pernambuco, Sergipe, Rondônia, Mato Grosso, Minas Gerais, and Mato Grosso do Sul) and BOLIVIA (Santa Cruz).
description: Published as part of Ferreira, Gabriel Dos Santos, Ferreira, André Da Silva & Bravo, Freddy, 2023, Annotated checklist of Cerambycidae (Coleoptera: Chrysomeloidea) from the Brazilian semi-arid region, with new species and new geographic records, pp. 1-81 in Zootaxa 5235 (1) on page 32, DOI: 10.11646/zootaxa.5235.1.1, http://zenodo.org/record/7610305
An Advanced Features Extraction Module for Remote Sensing Image Super-Resolution
Creators: name: Sultan, Naveed
name: Hajian, Amir
name: Aramvith, Supavadee
Publisher: name: arXiv
Year: 2024
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: In recent years, convolutional neural networks (CNNs) have achieved remarkable advancement in the field of remote sensing image super-resolution due to the complexity and variability of textures and structures in remote sensing images (RSIs), which often repeat in the same images but differ across others. Current deep learning-based super-resolution models focus less on high-frequency features, which leads to suboptimal performance in capturing contours, textures, and spatial information. State-of-the-art CNN-based methods now focus on the feature extraction of RSIs using attention mechanisms. However, these methods are still incapable of effectively identifying and utilizing key content attention signals in RSIs. To solve this problem, we proposed an advanced feature extraction module called Channel and Spatial Attention Feature Extraction (CSA-FE) for effectively extracting the features by using the channel and spatial attention incorporated with the standard vision transformer (ViT). The proposed method trained over the UCMerced dataset on scales 2, 3, and 4. The experimental results show that our proposed method helps the model focus on the specific channels and spatial locations containing high-frequency information so that the model can focus on relevant features and suppress irrelevant ones, which enhances the quality of super-resolved images. Our model achieved superior performance compared to various existing models.
description: Preprint of paper from The 21st International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology or ECTI-CON 2024, Khon Kaen, Thailand
Additional file 1: of Psychological interventions for the treatment of depression, anxiety, alcohol misuse or anger in armed forces veterans and their families: systematic review and meta-analysis protocol
Creators: name: OâShea, Luke
name: Watkins, Ed
name: Farrand, Paul
Publisher: name: Figshare
Year: 2017
Subjects: subject: 69999 Biological Sciences not elsewhere classified
subject: FOS: Biological sciences
subject: Science Policy
subject: 111714 Mental Health
subject: FOS: Health sciences
subject: Computational Biology

description: PRISMA-P Checklist. (DOC 82Â kb)
MOESM7 of Dosage compensation and sex-specific epigenetic landscape of the X chromosome in the pea aphid
Creators: name: Richard, Gautier
name: Legeai, Fabrice
name: Prunier-Leterme, Nathalie
name: Bretaudeau, Anthony
name: Tagu, Denis
name: JaquiĂŠry, Julie
name: GaĂŤl Le Trionnaire
Publisher: name: Figshare
Year: 2017
Subjects: subject: Biochemistry
subject: Medicine
subject: Cell Biology
subject: Genetics
subject: FOS: Biological sciences
subject: Molecular Biology
subject: Evolutionary Biology
subject: Developmental Biology
subject: Cancer
subject: Science Policy
subject: Infectious Diseases
subject: FOS: Health sciences
subject: Plant Biology
subject: Virology

description: Additional file 7. Protein conservation of the Drosophilaâ  s DCC in the pea aphid. Proteic domains percentage of identity between A. pisum homologs of the five proteins composing the DCC of D. melanogaster.
Additional file 1: Table S1. of Food insecurity and food consumption by season in households with children in an Arctic city: a cross-sectional study
Creators: name: Huet, Catherine
name: Ford, James
name: Edge, Victoria
name: Shirley, Jamal
name: King, Nia
name: Sherilee Harper
Publisher: name: Figshare
Year: 2017
Subjects: subject: Medicine
subject: Ecology
subject: FOS: Biological sciences
subject: Sociology
subject: FOS: Sociology
subject: 69999 Biological Sciences not elsewhere classified
subject: Marine Biology
subject: Science Policy
subject: Computational Biology

description: Summary of Food Security Response: September. Prevalence of affirmative answers to food insecurity questions, September 2012, Iqaluit, Canada. (DOCX 18 kb)
Neural network based approach for solving problems in plane wave duct acoustics
Creators: name: Veerababu, D.
name: Ghosh, Prasanta K.
Publisher: name: arXiv
Year: 2024
Subjects: subject: Computational Engineering, Finance, and Science (cs.CE)
subject: FOS: Computer and information sciences
subject: G.1.6; I.6.4; J.2

description: Neural networks have emerged as a tool for solving differential equations in many branches of engineering and science. But their progress in frequency domain acoustics is limited by the vanishing gradient problem that occurs at higher frequencies. This paper discusses a formulation that can address this issue. The problem of solving the governing differential equation along with the boundary conditions is posed as an unconstrained optimization problem. The acoustic field is approximated to the output of a neural network which is constructed in such a way that it always satisfies the boundary conditions. The applicability of the formulation is demonstrated on popular problems in plane wave acoustic theory. The predicted solution from the neural network formulation is compared with those obtained from the analytical solution. A good agreement is observed between the two solutions. The method of transfer learning to calculate the particle velocity from the existing acoustic pressure field is demonstrated with and without mean flow effects. The sensitivity of the training process to the choice of the activation function and the number of collocation points is studied.
description: Published Journal Article