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Ct-Derived Epicardial Adipose Tissue Density And Its Association With Systemic Inflammation And Functional Impairment In Heart Failure With Preserved Ejection Fraction: A Prospective Cross-Sectional Study From Oman, Arif Albulushi, Ahmed Tawfek, Ahmed Basuoni Jul 2026

Ct-Derived Epicardial Adipose Tissue Density And Its Association With Systemic Inflammation And Functional Impairment In Heart Failure With Preserved Ejection Fraction: A Prospective Cross-Sectional Study From Oman, Arif Albulushi, Ahmed Tawfek, Ahmed Basuoni

Journal of the Saudi Heart Association

Background: Heart failure with preserved ejection fraction (HFpEF) is strongly influenced by cardiometabolic comorbidity and systemic inflammation. Epicardial adipose tissue (EAT) is a biologically active visceral fat depot in direct contact with the myocardium, and CT-derived EAT density (attenuation) may reflect inflammatory adipose remodeling beyond adipose quantity alone. However, the clinical relevance of EAT density in HFpEF remains uncertain.

Objectives: To evaluate the association of CT-derived EAT density with systemic inflammatory biomarkers, functional capacity, health status, and echocardiographic indices of HFpEF severity in a prospective cross-sectional cohort.

Methods: In a prospective cross-sectional study conducted between January and July 2024 at …


The Music Of The Spheres In The Western Imagination (2022), By David J. Kendall, Brad Eden Jul 2026

The Music Of The Spheres In The Western Imagination (2022), By David J. Kendall, Brad Eden

Journal of Tolkien Research

Book review, by Bradford Lee Eden, of The Music of the Spheres in the Western Imagination (2022), by David J. Kendall


Dnp Final Report: Impact Of Education For Public School Caregivers On Reducing Complications In Type 1 Diabetes, Jena Decanter Jul 2026

Dnp Final Report: Impact Of Education For Public School Caregivers On Reducing Complications In Type 1 Diabetes, Jena Decanter

DNP Final Reports

Abstract Background: Children with Type 1 diabetes (T1D) rely on school personnel to recognize symptoms and respond to diabetes-related emergencies during the school day. However, many rural school districts lack standardized training for staff responsible for supporting students with chronic health conditions. Purpose: This quality improvement project evaluated the feasibility and educational impact of a brief, self-paced, evidence-based diabetes education program designed to improve school personnel knowledge and response confidence related to T1D management. Methods: A quality improvement design was used in which school personnel with direct student contact completed an asynchronous educational module. Outcome measures included the Michigan Diabetes …


Consciousness And Knowledge Organization In Lis: Online And Offline Bubbles Of Experience, Arwa Alsultan Jul 2026

Consciousness And Knowledge Organization In Lis: Online And Offline Bubbles Of Experience, Arwa Alsultan

Library Philosophy and Practice (e-journal)

Knowledge organization (KO) systems such as the Dewey Decimal Classification (DDC) structure human knowledge primarily through disciplinary subject relationships, leaving the subjective, experiential dimension of knowledge engagement largely unexamined. This conceptual study extends David Gamez's (2018) distinction between "online" (environmentally-coupled) and "offline" (environmentally-decoupled) bubbles of experience into Library and Information Science (LIS), proposing that DDC's ten main classes can be interpreted as differing in the dominant mode of conscious engagement they require. Drawing on Integrated Information Theory, Global Workspace Theory, and Default Mode Network research, the study maps each DDC class onto this experiential spectrum and examines the cognitive capacities …


Barriers In Diagnosing Gender Dysphoria In Youth: A Scoping Review, Kayla Perfetto Jul 2026

Barriers In Diagnosing Gender Dysphoria In Youth: A Scoping Review, Kayla Perfetto

Scoping Review Protocols

Objective: Specifically, through this review, I aim to explore the barriers influencing clinicians when diagnosing gender dysphoria in youth populations. The objective of this scoping review is to understand the extent and type of evidence in relation to this topic.

Introduction: The existing literature highlights significant uncertainty among mental health professionals in diagnosing and providing care for transgender and gender-diverse youth, posing substantial challenges for tailored support. This scoping review aims to condense the extant literature on the variables impacting clinicians’ diagnosis of gender dysphoria in children and adolescents, addressing critical gaps and providing a comprehensive resource for stakeholders.

Inclusion …


3d Semi-Analytical Thermo-Elasto-Plastic Model For Additive Manufacturing, Tao Liu, Ming C. Leu, Edward C. Kinzel, Chinedum Okwudire Jul 2026

3d Semi-Analytical Thermo-Elasto-Plastic Model For Additive Manufacturing, Tao Liu, Ming C. Leu, Edward C. Kinzel, Chinedum Okwudire

Mechanical and Aerospace Engineering Faculty Research & Creative Works

In additive manufacturing (AM), stress field drives distortion and warping and promotes delamination and cracking. Fast, accurate stress prediction is therefore essential for AM process planning and control, including real-time adaptive control, AM digital twins, data-driven and physics-driven workflows. However, spot-wise thermo-elasto-plastic finite element method (FEM) are often too slow for design iteration or real time use. Existing semi-analytical thermo-elasto-plastic approaches achieve high speed but are largely limited to 2D. In this paper, a full 3D semi-analytical thermo-elasto-plastic model for AM is built. The method uses a spot-wise analytical thermal field as the load and computes displacements and stresses via …


Developmental Stability Of Task-Rest Neural Efficiency In Youth Using A Threat And Cognitive Control Task, Parmis Khosravi, Julia O. Linke, Anjali D. Poe, Chase Antonacci, Reut Naim, Elise M. Cardinale, Katharina Kircanski, Anderson M. Winkler, Nathan A. Fox, Daniel Samuel Pine, Simona P. Haller Jul 2026

Developmental Stability Of Task-Rest Neural Efficiency In Youth Using A Threat And Cognitive Control Task, Parmis Khosravi, Julia O. Linke, Anjali D. Poe, Chase Antonacci, Reut Naim, Elise M. Cardinale, Katharina Kircanski, Anderson M. Winkler, Nathan A. Fox, Daniel Samuel Pine, Simona P. Haller

School of Medicine Publications

Behaviors arise from coordinated neural activity across diverse spatial and temporal scales. Prior work has linked better task performance and cognitive functioning to patterns of global network connectivity requiring minimal reconfiguration when switching between task demands. This metric indexing similarity in functional connectivity across task and rest has been termed “neural efficiency.” Here we assess stability of neural efficiency over approximately 3 years in adolescence, specificity across two task-rest combinations and associations with anxiety. At approximately age 16 and/or 19, 95 participants completed a resting state scan alongside a cognitive control and/or threat task. Neural efficiency was quantified as partial …


Role Of Guidelines, Legislation, Litigation And Mechanisms For Sudep Communication In The Uk And In The Usa: A State-Of-The-Art Review, Rohit Shankar Jul 2026

Role Of Guidelines, Legislation, Litigation And Mechanisms For Sudep Communication In The Uk And In The Usa: A State-Of-The-Art Review, Rohit Shankar

Peninsula Medical School

IntroductionSudden unexpected death in epilepsy (SUDEP) remains a leading cause of premature mortality in people with epilepsy despite decades of research and guideline development.MethodsThis state-of-the-art narrative review synthesises multidisciplinary evidence from clinical guidelines, epidemiology, legal frameworks, policy initiatives, and advocacy sources in the United Kingdom (UK) and United States of America (USA). The review is structured to examine current practice (“where are we now”), evolution of influencing mechanisms (“how did we get here”), and future directions for improving SUDEP prevention (“where should we go next”).ResultsWhere are we now SUDEP risk communication remains inconsistent despite clear guideline recommendations. Implementation is hindered …


Arda Notebooks: The Best Of I Quaderni Di Arda (2026), Ed. By Roberto Arduini, Claudio A. Testi And Wu Ming 4., Andrew Higgins Jul 2026

Arda Notebooks: The Best Of I Quaderni Di Arda (2026), Ed. By Roberto Arduini, Claudio A. Testi And Wu Ming 4., Andrew Higgins

Journal of Tolkien Research

Book review, by Andrew Higgins, of Arda Notebooks: The Best of I Quaderni di Arda (2026), ed. by Roberto Arduini, Claudio A. Testi and Wu Ming 4.


Volume 16 Issue 2 - Full Issue Jul 2026

Volume 16 Issue 2 - Full Issue

Notre Dame Journal of International & Comparative Law

No abstract provided.


Fictional Worlds Theory And Fictional Literary Theories, El Miloud Othmani Jul 2026

Fictional Worlds Theory And Fictional Literary Theories, El Miloud Othmani

SOROUD: The journal of Literacy Criticism

This article explores the novel genre through a spatial approach, arguing that novels require aesthetic foundations based on specific designs, imaginary characters, and symbolic spaces. Drawing on Heidegger’s architectural view of the novel, structural criticism (Genette), and Joseph Kisener’s spatial models, Farchoukh examines how these perspectives enhance the critical process and innovation within the context of postmodernism.


The Languages Of Translocality: What Plurilingualism Means In A Maghrebi Context, Edwige Tamalet Talbayev Jul 2026

The Languages Of Translocality: What Plurilingualism Means In A Maghrebi Context, Edwige Tamalet Talbayev

SOROUD: The journal of Literacy Criticism

This essay rethinks monolingual approaches to Maghrebi literature that rests on the supremacy of French and Arabic as languages of expression. Instead, Edwige Tamalet proposes a plurilingual translocal critical practice both grounded in local contexts and marked by transversal trajectories between multiple sites across the Mediterranean.


Editorial (English) Modern Narratives, Chouaib Halifi Jul 2026

Editorial (English) Modern Narratives, Chouaib Halifi

SOROUD: The journal of Literacy Criticism

No abstract provided.


Real-Time Image Denoising And Reconstruction Using Generative Adversarial Networks (Gans), Roa'a M. Al-Airaji, Haider Th. Salim Alrikabi, Rula Kamil, Svyd Iryna Jul 2026

Real-Time Image Denoising And Reconstruction Using Generative Adversarial Networks (Gans), Roa'a M. Al-Airaji, Haider Th. Salim Alrikabi, Rula Kamil, Svyd Iryna

Karbala International Journal of Modern Science

This paper presents a real-time image denoising and reconstruction system based on a compact Generative Adversarial Network (GAN) designed for embedded systems and edge computing. The proposed model employs a [ generator and a PatchGAN discriminator, trained using hybrid loss function that combines L1, perceptual, and adversarial terms to balance pixel and perceptual realism. Evaluations were conducted on multiple datasets, including DIV2K, BSD68, SIDD, DND, RENOIR, and PolyU at noise levels (σ = 15, 25, 50). Quantitatively, the proposed model achieves an average PSNR of 32.8 dB and an SSIM of 0.88, which is higher by more than 3 dB …


Letter From The Editor Jul 2026

Letter From The Editor

Notre Dame Journal of International & Comparative Law

No abstract provided.


Beyond Step Counts: Dual Perspectives On Designing Interactive Technologies To Support Outdoor Movement In Older Adults, Fatima Badmos, Emma Murphy, Peterson Jean, Damon Berry Jul 2026

Beyond Step Counts: Dual Perspectives On Designing Interactive Technologies To Support Outdoor Movement In Older Adults, Fatima Badmos, Emma Murphy, Peterson Jean, Damon Berry

Research Outputs: 2025-Present

Outdoor movement supports older adults' health and wellbeing, yet participation is constrained by environmental, physical, and social barriers. Existing technologies often prioritise clinical risk management and quantified functional metrics, and rarely integrate older adults' lived experience alongside physical activity experts' perspectives in early design. We conducted four focus group workshops with 24 urban dwelling older adults (63 to 91 years) and semi structured online interviews with 11 physical activity experts. Data were analysed using thematic analysis and grounded theory coding, then triangulated to identify convergent themes, divergent perspectives, and complementary views. Key tensions concerned risk management versus independence, clinical benchmarks …


The Double Attraction Paradox, Rem Jaen D. Krafft Jul 2026

The Double Attraction Paradox, Rem Jaen D. Krafft

Publications and Research

The Double Attraction Paradox is a podcast series that teaches adolescents how to navigate attraction through body language, limerence, and mirroring while understanding the psychology behind emotional connection. It is a manuscript that combines personal experience, observations, and research, inspired by Rem Jaen D. Krafft's high school crush. Not only does it provide a guide for teenagers and young adults, but it also encourages readers to better understand attraction, communication, and emotional development. The final chapter examines how peer pressure, traditional high school cliques, fear of rejection, and fear of intimacy may influence societal norms, emotional contagion, and relationship formation …


Synergistic Effects Of Arbuscular Mycorrhizal Fungi And Foliar Nitrogen–Phosphorus Application On Maize Productivity Under Irrigated And Rainfed Conditions, Mst. Lailatul Ferdows, Saima Biswas, Mizanur Rahman, F. M.Jamil Uddin, Md. Nayan, Aporna Tabassum Api, Mohaiminul Islam, Nadia Islam, Swapan Kumar Paul, Md. Harun Rashid Jul 2026

Synergistic Effects Of Arbuscular Mycorrhizal Fungi And Foliar Nitrogen–Phosphorus Application On Maize Productivity Under Irrigated And Rainfed Conditions, Mst. Lailatul Ferdows, Saima Biswas, Mizanur Rahman, F. M.Jamil Uddin, Md. Nayan, Aporna Tabassum Api, Mohaiminul Islam, Nadia Islam, Swapan Kumar Paul, Md. Harun Rashid

School of Earth, Environmental, & Marine Sciences Faculty Publications

A field experiment was conducted at the Agronomy Field Laboratory of Bangladesh Agricultural University to evaluate the effects of arbuscular mycorrhizal fungi (AMF) inoculation and foliar supplementation of nitrogen (N) and phosphorus (P) on the performance of maize (Zea mays L.) under irrigated and rainfed conditions. The experiment followed a randomised complete block design with two levels of AMF (inoculated and non-inoculated) and four foliar treatments (no N and P, N only, P only, and combined N + P). The recommended dose of fertiliser (RDF) was applied as a soil application to all treatments. AMF inoculation significantly increased grain yield …


International Fantasy Literature Conference Headed To Weatherford - Weatherford Daily News, Phillip Fitzsimmons, David Topolewski, Liliana Walker Jul 2026

International Fantasy Literature Conference Headed To Weatherford - Weatherford Daily News, Phillip Fitzsimmons, David Topolewski, Liliana Walker

Faculty Articles & Research

This article was written by David Topolewski of Weatherford Daily News about the upcoming conference, MythCon 54, that is coming to Weatherford on July 24 - 27. Pictured is SWOSU Archivist Phillip Fitzsimmons discussing the conference with WDN Staff Writer Liliana Walker.


The Art Of Misuse: Could The European Union Benefit From The U.S. Copyright Doctrine?, Isabella Fazio Jul 2026

The Art Of Misuse: Could The European Union Benefit From The U.S. Copyright Doctrine?, Isabella Fazio

Notre Dame Journal of International & Comparative Law

No abstract provided.


The Coupled Hydrology–Human Activity Information (Chhai) Dataset: A Global Benchmark Dataset For Model Comparison And Evaluation, Azara Boschee, Aneseh Alborzi, Augustina Clara Alexander, Berit Arheimer, Salsebil Bel Hadj Ali, Günter Blöschl, Andrea Castelletti, Xi Chen, Aniya Dogra, Erhu Du, Jesse Duku, Aldo Fiori, Margaret Garcia, Salvatore Grimaldi, Naota Hanasaki, Yeonjoo Kim, Heidi Kreibich, Chenyuan Li, Ali Mehran, For Full Author List, See Comments Below Jul 2026

The Coupled Hydrology–Human Activity Information (Chhai) Dataset: A Global Benchmark Dataset For Model Comparison And Evaluation, Azara Boschee, Aneseh Alborzi, Augustina Clara Alexander, Berit Arheimer, Salsebil Bel Hadj Ali, Günter Blöschl, Andrea Castelletti, Xi Chen, Aniya Dogra, Erhu Du, Jesse Duku, Aldo Fiori, Margaret Garcia, Salvatore Grimaldi, Naota Hanasaki, Yeonjoo Kim, Heidi Kreibich, Chenyuan Li, Ali Mehran, For Full Author List, See Comments Below

Faculty Research, Scholarly, and Creative Activity

To enhance hydrologic modeling, the hydrology community has developed benchmark datasets (e.g. Model Parameter Estimation Experiment, MOPEX), providing standardized data for model evaluation and parameter estimation. However, these datasets primarily focus on modeling natural hydrologic processes, leaving a critical gap in understanding the role of human influences. Here, we introduce the Coupled Hydrology-Human Activity Information (CHHAI) dataset, a benchmark dataset that integrates coupled human–water data from regions across all continents, excluding Antarctica. CHHAI incorporates data from 25 regions that cover various human impacts such as reservoir management, flood protection, river management policies, land use changes, and water use. Each basin …


Mapping And Diagnosing Local Climate Zones For Urban Heat Assessment And Planning In Tropical Cities, Inuwa Sani Sani, Adi Wibowo Jul 2026

Mapping And Diagnosing Local Climate Zones For Urban Heat Assessment And Planning In Tropical Cities, Inuwa Sani Sani, Adi Wibowo

Journal of Environmental Science and Sustainable Development

Rapid urbanization and rising heat risk are intensifying thermal stress and environmental degradation in tropical cities. This study applies the Local Climate Zone (LCZ) framework to examine how urban morphology influences land surface temperature (LST) and to support evidence-based urban planning and climate adaptation in Makassar, Indonesia. We hypothesized that compact built LCZs (1–3) exhibit significantly higher LST than vegetated LCZs (A–G). Landsat 8 OLI and MODIS LST datasets (2013–2023) were processed in Google Earth Engine to evaluate decade-long urban development and thermal dynamics. LCZs were classified using a Random Forest (RF) model trained with approximately 100 manually digitized polygons …


Purification And Concentration Of Model Viruses Using Single-Pass Tangential Flow Filtration, Luis Alberto Mejía-Manzano, Lynn M. Manchester, Grace Wallis, Kan Wang, Bruce Lee, Michael Betenbaugh, Caryn Heldt Jul 2026

Purification And Concentration Of Model Viruses Using Single-Pass Tangential Flow Filtration, Luis Alberto Mejía-Manzano, Lynn M. Manchester, Grace Wallis, Kan Wang, Bruce Lee, Michael Betenbaugh, Caryn Heldt

Michigan Tech Publications

The vaccine and viral vector industry is growing at an accelerated rate. To improve harvest and purification processes, the development of continuous membrane-based operations, such as normal flow filtration (NFF) and single pass tangential flow filtration (SPTFF) for concentration were explored. This work was conducted using two model viruses, non-enveloped porcine parvovirus (PPV) and enveloped Suid herpesvirus (SuHV). The viruses are in the same family as the gene therapy vectors adeno associated virus and herpes simplex virus, respectively. SPTFF design started with batch TFF for membrane selection. Hollow fiber membranes with a 100 and 300 kDa molecular weight cut off …


Research Competence, Technology Skills As Correlates For Job Satisfaction Among Librarians In Universities In Delta State, Oghuvbu Blessing Jul 2026

Research Competence, Technology Skills As Correlates For Job Satisfaction Among Librarians In Universities In Delta State, Oghuvbu Blessing

Library Philosophy and Practice (e-journal)

Librarians perform academic and professional functions in universities, which require them to have job satisfaction for effective job performance. This study worked at the intersection of research competencies, technological skills and job satisfaction among librarians in universities in Delta State, Nigeria. The population of the study was the entire 81 librarians in universities in the state. A total population sampling was adopted. Data collected using a structured questionnaire was analysed using mean and standard deviation. The study found a high level of research competence, technology skills, and job satisfaction among the librarians in the universities. Conclusion the study found that …


Cocreating Polycentric Tourism Strategies Using Hackathons, James Hanrahan Dr, Mª Carmen Pardo-López, Mariana Aragao, Deirdre Byrne Dr Jul 2026

Cocreating Polycentric Tourism Strategies Using Hackathons, James Hanrahan Dr, Mª Carmen Pardo-López, Mariana Aragao, Deirdre Byrne Dr

Irish Journal of Tourism, Hospitality, Leisure and Event Research

Tourism destinations face increasingly complex challenges, including overtourism in core areas, underutilisation of peripheral regions, climate pressures, and fragmented governance. Polycentric tourism offers a promising response by distributing visitor flows, decision-making, and value creation across multiple interconnected destinations. However, despite its conceptual appeal, practical mechanisms for implementing polycentric tourism strategies remain underdeveloped. This paper examines how hackathons can function as governance instruments for co-creating and operationalising polycentric tourism strategies.

Drawing on theories of polycentric governance and collaborative innovation, the paper develops a Polycentric Tourism Hackathon (PTH) framework that positions hackathons as structured arenas for distributed decision-making, collective learning, and rapid …


Gender-Based Analysis Of Critical Thinking Skills Through The Problem-Based Learning Model Assisted By Instagram Greenpeaceid, Nabila Nirwasita Chairunnisa, Sumarmi Sumarmi, Tuti Mutia, Ilham Adenan Hidayatullah Jul 2026

Gender-Based Analysis Of Critical Thinking Skills Through The Problem-Based Learning Model Assisted By Instagram Greenpeaceid, Nabila Nirwasita Chairunnisa, Sumarmi Sumarmi, Tuti Mutia, Ilham Adenan Hidayatullah

Jurnal Pendidikan: Teori, Penelitian, dan Pengembangan

Environmental degradation requires students to possess critical thinking skills. However, the prevalence of conventional teaching methods is considered ineffective in honing these skills. Furthermore, gender differences that influence students’ learning styles are often not adequately accommodated. This study aims to conduct a comparative analysis of the impact of the Problem-Based Learning model assisted by the Instagram account Greenpeaceid on students’ critical thinking skills based on gender. The present study employs a quasi-experimental method using a posttest-only control group design implemented as a 2×2 treatment-by-level design. Data were collected via written tests and analyzed using a Two-Way ANOVA. The results of …


Influence Of Peristalsis On The Hemodynamic Analysis Of Magnetohydrodynamic Jeffrey Fluid In A Two-Layered Narrow Channel, N. Lavanya, G. Ravi Kiran, M. Varun Kumar, K. Rajyalakshmi Jul 2026

Influence Of Peristalsis On The Hemodynamic Analysis Of Magnetohydrodynamic Jeffrey Fluid In A Two-Layered Narrow Channel, N. Lavanya, G. Ravi Kiran, M. Varun Kumar, K. Rajyalakshmi

Mansoura Engineering Journal

In this paper, an analytical study of MHD-influenced hemodynamic of Jeffrey fluid during peristaltic transport in a two layered narrow channel is presented, a phenomenon that has substantial ramifications for microcirculatory dynamics in the cardiovascular system. The model assumes a Jeffery fluid in the core area to encapsulate microstructural phenomena, including viscosity fluctuations, whereas the periphery area is treated as a Newtonian fluid. The governing equations for both regions are simplified and analytically solved under the long wavelength approximation. Using MATHEMATICA, a numerical investigation is carried out to examine the influence of various parameters, such as the magnetic parameters, amplitude, …


Utilization Of Egyptian Flax For Industrial Applications: Sustainable Composite Tubes From Egyptian Flax Cord, Rania El Deeb, Alaa Arafa Badr, Shaimaa Youssef El-Tarfawy, Ahmed H. Hassanin, Ashraf Elnahrawy, Abdelhamid R. Aboalasaad Jul 2026

Utilization Of Egyptian Flax For Industrial Applications: Sustainable Composite Tubes From Egyptian Flax Cord, Rania El Deeb, Alaa Arafa Badr, Shaimaa Youssef El-Tarfawy, Ahmed H. Hassanin, Ashraf Elnahrawy, Abdelhamid R. Aboalasaad

Mansoura Engineering Journal

The growing demand for eco-friendly products has increased interest in natural fibers such as flax for composite materials, yet high costs limit industrial adoption. This research aims to utilize less expensive Egyptian flax secondary fibers and multifunctional characterization of locally produced flax cords to develop high-performance composite tubes via filament winding. An additional objective is to treat these fibers for technical applications, offering a sustainable alternative to synthetic materials.

Egyptian flax cords were processed using a filament winding technique to fabricate composite tubes. The study investigated the effects of varying the number of layers (e.g., 80/14 and 40/14/40 configurations), the …


A Hybrid Densenet121-Inceptionv3 Model For Multi-Output Race And Gender Classification, Maiwan Bahjat Abdulrazzaq, Mayyadah Ramiz Mahmood, Sardar Hasen Ali, Azar Abid Salih Jul 2026

A Hybrid Densenet121-Inceptionv3 Model For Multi-Output Race And Gender Classification, Maiwan Bahjat Abdulrazzaq, Mayyadah Ramiz Mahmood, Sardar Hasen Ali, Azar Abid Salih

Iraqi Journal for Computer Science and Mathematics

This research proposes and validates a novel Hybrid DenseNet121-InceptionV3 architecture for robust multi-output demographic classification from facial images, with a focus on optimizing both time efficiency and parameter utilization. The model was trained on a curated subset of the UTKFace dataset comprising 4,000 images, balanced across four racial groups with equal gender distribution. Our hybrid approach processes images through parallel feature extractors, strategically combining DenseNet121's parameter-efficient feature reuse with InceptionV3's multi-scale analysis capabilities. This architectural synergy achieves superior performance while maintaining computational efficiency. Through rigorous 3-fold cross-validation, the hybrid model demonstrated significant advantages in accuracy and training time, achieving 98.35% …


Performance Evaluation And Sustainable Benefits Of Using Metakaolin And Recycled Steel Fibers In Concrete, Lova Raju Surla, Ramprasad Naik Desavathu, Raja Murugadoss Jeyaraju Jul 2026

Performance Evaluation And Sustainable Benefits Of Using Metakaolin And Recycled Steel Fibers In Concrete, Lova Raju Surla, Ramprasad Naik Desavathu, Raja Murugadoss Jeyaraju

Journal of Sustainable Construction Materials and Technologies

The rapid accumulation of waste vehicle tires and the increasing demand for cement pose significant environmental challenges through land pollution and CO2 emissions. The combined use of recycled steel fibers (RSFs) recovered from waste tires and supplementary cementitious materials (SCMs) offers a sustainable solution to these issues. This study investigates concrete incorporating 20% fly ash (FA), varying metakaolin (MK) contents (4–16%), and RSF dosages of 0.5–1.5%. Mechanical properties (compressive, split tensile, and flexural strengths) and durability characteristics (sorptivity, water absorption, chloride permeability, and homogeneity) were evaluated at 7, 28, and 90 days. Results showed that the mixture containing 20% FA …