Digital Commons Network^™

Bridging The Gender Gap In Ghanaian Local Governance: Key Enablers And Pathways, Martin Brantuo, Victor Fannam Nunfam, Joseph Akanganngang Asitik, Ebenezer Afrifa-Yamoah

Research outputs 2022 to 2026

This qualitative study examines factors facilitating women’s election to District Assemblies in Ghana through social capital and supply–demand theoretical frameworks. Through interviews with thirteen female Assembly members and four officials, the research identifies four critical enablers: financial resources, political affiliations, community relationships, and educational qualifications. Financial resources emerged as crucial for campaign management and voter mobilization, while political party support provided strategic advantages despite the nonpartisan nature of local elections. Strong interpersonal relationships within communities proved vital for building voter trust, and educational background enhanced candidates’ credibility. The findings inform recommendations for implementing gender quotas, establishing campaign funding mechanisms, voter …

Bridging The Gap Towards Sustainable Development: A Systematic Literature Review On Orang Asli Communities In Peninsular Malaysia, Nurfatiha Akmal Fawwazah Abdullah-Fauzi, Nursyuhada Othman, Hidayah Haris, Nur Hartini Sariyati, Farah Farhana Ramli, Kaviarasu Munian, Mohd Faudzir Najmuddin, Mohd Tajuddin Abdullah, Muhammad Abu Bakar Abdul-Latiff

Forest and Society

Orang Asli communities in Peninsular Malaysia have a complex history marked by challenges related to land rights, environmental degradation, and cultural preservation. Despite ongoing efforts to address these challenges, significant obstacles persist, particularly in healthcare access and outcomes, education, language preservation, dietary practices, religious beliefs, and policy frameworks. This systematic literature review aims to provide a comprehensive analysis of past and current research on various aspects of Orang Asli communities in Peninsular Malaysia. The primary goal is to uncover the trends of challenges and unique characteristics of the Orang Asli communities while offering valuable recommendations for improvement. The Preferred Reporting …

Trophic Transfer Of Fluorescent Polyethylene Microplastics In A Simplified Artemia–Oreochromis Aquatic Food Chain, Dativa J. Shilla

Tanzania Journal of Science

Microplastics (MPs) are pervasive contaminants in aquatic ecosystems, yet experimental evidence of their trophic transfer within tropical African food webs remains scarce. This study provides experimental evidence of indirect trophic transfer of microplastics from Artemia salina to Oreochromis urolepis, a cichlid species of ecological and economic importance in African inland and coastal waters. A simplified two-level food chain was established by exposing A. salina nauplii to fluorescent polyethylene microplastics (10–20 µm; 1, 10, and 100 mg L⁻¹) and subsequently feeding them to juvenile O. urolepis under controlled laboratory conditions. These concentrations were selected to represent a range of exposure levels …

Foreword, Grace Perez

UC Law Journal of Race and Economic Justice

No abstract provided.

Development And Standardization Of Teds Actuator Templates Under Ieee 1451 Framework, Jim Kang

Theses and Dissertations

The IEEE 1451 standard is a family of standards that defines a framework for smart transducers, including both sensors and actuators, to support consistent, interoperable, and cost-effective integration across diverse applications. However, the current IEEE 1451.4 standard templates only define the method for encoding Transducer Electronic Data Sheet (TEDS) information for a broad range of sensor types and applications; they do not address actuator TEDS. Specific types of sensors and actuators are being developed to assess underground environmental conditions in cold regions with widespread permafrost. Evaluating subsurface conditions before construction can help prevent high construction expenses for structures built on …

Learning To See Lesions, Not Skin Tone: Counterfactual Multimodal Learning For Fair, Trustworthy, And Text-Free Dermatology Ai, Shivam Jangid

Master’s Dissertations

Recent advances in deep learning have significantly improved the performance of automated skin lesion classification systems, enabling accurate detection of various dermatological conditions from medical images. Despite these achievements, concerns regarding fairness and generalization remain a major challenge for the deployment of such systems in real-world clinical settings. A key factor contributing to these challenges is the presence of bias in training datasets, particularly with respect to skin-tone representation. Most publicly available skin lesion datasets contain a disproportionate number of samples from individuals with lighter skin tones. As a result, deep learning models trained on these datasets often learn representations …

Deep Reinforcement Learning With Directed Asymmetry And Kolmogorov-Arnold Networks For Dismantling Interdependent Multiplex Networks, Soumyajit Dev

Master’s Dissertations

Identifying the minimum-cost node-removal sequence that fragments a complex network - the network dismantling problem is NP-hard and central to infrastructure resilience. In interdependent multiplex networks, this difficulty is compounded by cascading cross-layer failures. While deep reinforcement learning (DRL) agents utilizing graph neural network (GNN) encoders achieve near-optimal dismantling, current state-of-the-art architectures suffer from two critical limitations. Topologically, existing agents strictly assume undirected edges, rendering them inapplicable to directed systems - such as supply chains or gene regulatory cascades - where failure propagation is fundamentally asymmetric. To resolve this, we propose Disassembling Directed Interdependent Networks (DDIN). DDIN introduces an asymmetric …

Direct Minimization Of Hartree-Fock-Roothaan Energy Functionals Using Derivative-Free Optimization Algorithms: A Case Study On The Use Of Noninteger Slater-Type Orbitals, Ali̇ Bağci

Turkish Journal of Physics

This study presents an evaluation of derivative-free optimization algorithms for the direct minimization of Hartree−Fock−Roothaan energy functionals involving nonlinear orbital parameters and noninteger-order quantum numbers. The analysis focuses on atomic calculations employing noninteger Slater-type orbitals. Analytic derivatives of the energy functional are not readily available for these orbitals. Four methods are investigated under identical numerical conditions: Powell’s conjugate−direction method, the Nelder−Mead simplex algorithm, coordinate-based pattern search, and a model-based algorithm utilizing radial basis functions for surrogate-model construction. Performance analysis is first carried out using the Powell singular function, a well-established test case exhibiting challenging properties, including Hessian singularity at the …

Usa V. David Loveings

2026 Decisions

USDC for the Western District of Pennsylvania

Usa V. Brian Burrows

2026 Decisions

USDC for the Eastern District of Pennsylvania

Local Integrals Generating Exact Integrals Of Motion In Three-Dimensional Potential Fields: Part I, Fazliddin Shamshiev

Turkish Journal of Physics

The problem of identifying additional local integrals of motion in generic three-dimensional potentials remains a fundamental issue in dynamical systems and galactic dynamics, since most realistic gravitational fields lack global symmetries or separable coordinate systems. In this study, we propose a general constructive method for deriving such local integrals by introducing auxiliary functions whose gradients define an orthogonal frame adapted to the potential. The central idea is that the velocity field can be characterized by two quadratic algebraic relations whose compatibility conditions uniquely determine the orthogonal frame and ensure the existence of two additional isolating integrals. Our main results include: …

Bridging The Methodological Gap In Multitrauma Literature: A Competency-Based Educational Framework And Clinical Appraisal Filter, Şaki̇r Hakan Aksu, Burcu Doğan, Merve Yazla

Turkish Journal of Medical Sciences

Background/aim: The statistical complexity of contemporary multitrauma literature has increased considerably in recent years, which may pose challenges for clinicians seeking to interpret high-impact research and apply evidence-based practices. Characterizing this methodological landscape and exploring education-oriented approaches may help to improve the interpretability of the literature and support informed clinical decision-making.

Materials and methods: A cross-sectional analysis was conducted on the 100 most-cited multitrauma studies published in Science Citation Index Expanded journals indexed in the Web of Science database between January 2018 and November 2025. The statistical methods used in each article were categorized into the three competency levels of …

Vnotes High Uterosacral Ligament Suspension Versus Laparoscopic Lateral Suspension In The Management Of Vaginal Vault Prolapse: Initial Experience In A Single Tertiary Center, Ramazan Adan, Fati̇h Şahi̇n, Ulya Üskent, Mehmet Gökhan Çulha, Arzu Bi̇lge Teki̇n

Turkish Journal of Medical Sciences

Background/aim: The optimal technique for vaginal vault prolapse correction has yet to be identified. This study aimed to evaluate the anatomic and functional outcomes of women who underwent vaginal natural orifice transluminal endoscopic high uterosacral ligament suspension (vNOTES HUSLS) or laparoscopic lateral suspension (LLS).

Materials and methods: This retrospective study included symptomatic women with stage ≥2 vault prolapse who underwent vNOTES HUSLS or LLS between January 2019 and June 2022 at a tertiary center. The surgical efficacy, postoperative outcomes, complication rates, and recurrence frequencies of these procedures were compared. The primary outcomes of the study included anatomical success, patient-reported (subjective) …

Usa V. Matthew Sharps

2026 Decisions

USDC for the Eastern District of Pennsylvania

Topological Tools For The Analysis Of Complex Networks And Higher-Order Networks, Jason P. Laruez

Theses

This dissertation investigates the intersection of topological data analysis and network science, applying and extending persistent homology, Betti numbers, and simpliciality measures to study temporal, evolving, and coevolving networked systems. We introduce a multi-layer zigzag persistent homology framework for analyzing temporal hypergraphs across multiple timescales simultaneously, and validate it on the DARPA Operationally Transparent Cyber dataset, where it produces topological signatures that distinguish malicious from benign network activity by source IP. We then apply topological tools to classical generative network models and their hypergraph extensions, characterizing how Betti numbers, filling efficiencies, and simpliciality measures evolve as these models grow or …

Modelling And Analysis Of 50 Mwp Solar Pv Integration Into Tanzania’S Transmission Network: A Case Study Of Tagamenda Substation, Iringa Region, Santos Kihwele

Tanzania Journal of Science

While increasing the share of renewable energy in the grid, grid integration studies for the utility solar photovoltaic (PV) plants are vital, given their intermittency and the fact that Tanzania has never had one connected to the grid. This paper presents a 50 MWp grid integration study, including a technical analysis conducted using PSS®E software. The study investigates the grid behaviour during the integration of the 50 MWp solar plant, considering the most suitable technical and economic solutions. The study analysed the load flow under normal conditions, contingency analysis (N-1), short- circuit analysis, and voltage stability assessment. The results show …

A System For The Prediction Of Election Results Using Vader And Hybridized Machine Learning Model, Abraham E. Evwiekpaefe, Khadijah Kabir, Georgina N. Obunadike

Tanzania Journal of Science

Integrating different classifiers along with sentiment lexicons like Vader, can enhance the performance of sentiment analysis systems. However, such a hybrid model remains underexplored, particularly in the context of regional elections in developing countries like Nigeria. The aim of this research is to develop a hybrid model that combines three machine learning classifiers and Vader lexicon to possibly achieve a higher accuracy. A case study of the 2023 governorship election in Kogi, Bayelsa and Imo State, Nigeria was examined. Twitter API library was utilized to extracted public and personal tweets using hashtags and keywords related to the target data from …

A Caveat Regarding The Unfolding Argument: Implications Of Plasticity, Viknas N. O'Reilly-Shah, Alessandro Maria Selvitella, Aaron Schurger

Psychology Faculty Articles and Research

The unfolding argument in the neuroscience of consciousness posits that causal structure cannot account for consciousness because any recurrent neural network (RNN) can be “unfolded” into a functionally equivalent feedforward neural network (FNN) with identical input–output behavior. Subsequent debate has focused on dynamical properties and philosophy of science critiques. We examine a boundary condition on the unfolding argument for RNN systems with rapid plasticity in their connection weights. We demonstrate through rigorous mathematical proofs that rapid plasticity negates the functional equivalence between the RNN and the FNN. Our proofs address history-dependent plasticity, dynamical systems analysis, information-theoretic considerations, perturbational stability, complexity …

Hdfs Grpc Writer: A Unified High-Performance Data Ingestion Engine, Raouf Khan Mr, Mahendra Yadav Mr

Defensive Publications Series

The present disclosure relates to a method and a system for HDFS gRPC writer for unified, high-performance data ingestion system designed to modernize the way both streaming and batch data are written into HDFS. The present disclosure suggests single, scalable gRPC-based ingestion interface capable of handling multiple data formats, while also efficiently managing batching, schema evolution, fault tolerance, and security. After receiving the data, the present disclosure suggests HDFS gRPC writer addresses the small files problem at its source by implementing intelligent size-based and time-based batching. Thereafter, the present disclosure ensures optimal HDFS file sizes without the need for downstream …

Review: The Jesuits: A Thematic History By Claudio Ferlan, Ashley N. Gisiger Edd

Jesuit Higher Education: A Journal

No abstract provided.

Integral Education, Institutional Solidarity: A Response To Arturo Sosa’S 2025 Iaju Address, Paul L. Lynch

Jesuit Higher Education: A Journal

During the 2025 meeting of the International Association of Jesuit Universities (IAJU) at the Pontifica Universidad Javeriana in Bogotá, Colombia, Jesuit Superior General Arturo Sosa offered the keynote address, “The Jesuit University: Witness to Hope, Creative and Dialogical Presence.” He urged the global university apostolate to respond to our common challenges: the climate crisis, political reactionism, institutional mistrust, and economic inequality. The Jesuit university, he insisted, must reimagine itself in order to respond to these threats. But the precise manner in which Jesuit universities should respond must still be articulated. This essay begins that project. It opens with an analysis …

Academic Integrity, Generative Software, And Catholic, Jesuit Higher Education In The Context Of Neoliberal Global Society, Jacob Riyeff

Jesuit Higher Education: A Journal

This is a reflection on different aspects of higher education and generative software (so-called 'ai') in light of Ignatian discernment, especially the key consideration of "context." Drawing on administrative and classroom work at a Jesuit university in the United States, Catholic Social Teaching principles, papal teaching on social justice and technology, and an honest consideration of generative software's social, corporate, and ecological contexts, this reflection soberly assesses the fraught nature of complicity with such neoliberal, exploitative, and extractive contexts for Jesuit institutions of higher education. While it is easier to go along with mainstream economic and cultural assumptions, I claim …

Forming Physicians For Others: The Identity Of The Jesuit Catholic Medical School, John Hardt, David G. De Marco Sj

Jesuit Higher Education: A Journal

Forming Physicians for Others: The Identity of the Jesuit Catholic Medical School

The Jesuit medical school accepts a widely-acknowledged telos: the preparation of the medical student to offer excellent patient care. It pursues this telos, however, through the distinctiveness of Ignatian formation, which finds expression in each domain of undergraduate medical education. This formative commitment, oriented toward and witnessing to an appreciation of the unconditional worth of the human being, may empower a subset of medical students—who are engaged by a life of faith and open to the transcendent invitation of their lives—to experience an even more fundamental transformation—one that …

Western Bird Banding Association Call For Grant Applications, Adam Hannuksela

North American Bird Bander

No abstract provided.

Pa Dent J May 2018

Pennsylvania Dental Journal

The Pennsylvania Dental Journal is produced by the Pennsylvania Dental Association six times a year, in January, March, May, July, September and November. Issues include regular columns with regional news impacting the Pennsylvania membership including editorial and government relations news, association activities, member updates, continuing education opportunities, and classifieds.

Pa Dent J Jan 2018

Pennsylvania Dental Journal

The Pennsylvania Dental Journal is produced by the Pennsylvania Dental Association six times a year, in January, March, May, July, September and November. Issues include regular columns with regional news impacting the Pennsylvania membership including editorial and government relations news, association activities, member updates, continuing education opportunities, and classifieds.

Pa Dent J Nov 2017

Pennsylvania Dental Journal

The Pennsylvania Dental Journal is produced by the Pennsylvania Dental Association six times a year, in January, March, May, July, September and November. Issues include regular columns with regional news impacting the Pennsylvania membership including editorial and government relations news, association activities, member updates, continuing education opportunities, and classifieds.

Pa Dent J Sept 2017

Pennsylvania Dental Journal

The Pennsylvania Dental Journal is produced by the Pennsylvania Dental Association six times a year, in January, March, May, July, September and November. Issues include regular columns with regional news impacting the Pennsylvania membership including editorial and government relations news, association activities, member updates, continuing education opportunities, and classifieds.

Pa Dent J May 2017

Pennsylvania Dental Journal

The Pennsylvania Dental Journal is produced by the Pennsylvania Dental Association six times a year, in January, March, May, July, September and November. Issues include regular columns with regional news impacting the Pennsylvania membership including editorial and government relations news, association activities, member updates, continuing education opportunities, and classifieds.

Pa Dent J Jan 2017

Pennsylvania Dental Journal

The Pennsylvania Dental Journal is produced by the Pennsylvania Dental Association six times a year, in January, March, May, July, September and November. Issues include regular columns with regional news impacting the Pennsylvania membership including editorial and government relations news, association activities, member updates, continuing education opportunities, and classifieds.