Digital Commons Network^™

Multi-Objective Interval Optimal Dispatch Method For Regional Power Grid Considering Hydrodynamics, Xiaofeng Yu, Xuan Sheng, Baohua Zhong, Rixin Luo, Shunjiang Lin

Journal of Electric Power Science and Technology

The uncertainties of the power output of renewable energy stations such as wind power and photovoltaic and the hydrodynamic characteristics of the river channel connecting various run-of-river hydropower stations pose a great challenge to the generation dispatch scheduling of the regional power grid containing wind power-photovoltaic-run-of-river hydropower. The Saint-Venant equations are used to describe the dynamic relationship between flow rate and water level in the river channel. The numerical solution of the equations is obtained by the Preissmann difference method, and the convexified equations are further obtained through McCormick envelope and convex envelope relaxation methods. Interval numbers are used to …

Optimal Power Flow Solving And Feasibility Restoration Method For Distribution Networks Based On Deep Learning, Ji Chen, Huihuang Cai, Weidong Zhong, Minghua Chu, Huan Long, Ziqing Shi

Journal of Electric Power Science and Technology

As the core of optimal dispatching decision-making for distribution networks, optimal power flow (OPF) urgently requires fast calculation methods under large-scale grid frameworks. A deep learning-based OPF solving method oriented toward feasibility restoration was proposed. First, an OPF solving architecture based on state-control variable decomposition was constructed, and an OPF state variable solving model was built based on a deep neural network. Second, to address the problem that OPF results based on deep neural networks fail to satisfy control variable constraints, samples with inequality constraint violations were screened to construct a correction sample set; considering actual physical constraints and supply-demand …

Recommendations For Conducting Ethical Network Research, Francisca Ortiz Ruiz, Paola Tubaro, José Luis Molina, Jennifer Watling Neal, Raffaele Vacca, Jana Diesner, Jimi Adams, Michelle Birkett, Jenny Godley, Juniper Lovato, Michael Schönhuth, Laura Teves, Michael Zimmer

Faculty Publications

Ethical considerations in social network studies are grounded in the general principles of human subjects’ research, including avoidance of harm, promotion of justice, equitable distribution of burdens and benefits, respect for human dignity, and protection of confidentiality. To help navigate these challenges, this article presents recommendations for conducting ethical network research, developed by a multi-disciplinary and multi-national working group. The article is divided in three main sections where there are certain recommendations identified for each one of them: data collections, use, and availability. Discovering how others addressed and solved problems can be a way for all of us to improve …

Implications Of Weather Variability On Corn Yield In The U.S., Gideon Ayettey

LSU Master's Theses

Climate variability is a major source of risk to U.S. crop production, disrupting planting schedules and threatening yields. While prior research has explored the implications of weather shocks on crop yields, this study investigates the indirect channel via which weather variability impacts corn yield through planting delays in the U.S. Previous research has shown that U.S. corn production is highly vulnerable to short-term climate variability (Hu & Buyanovsky, 2003). We use county-level data from 2015 to 2024 for the top five corn-producing states and use a 2-stage least squares method to measure the effect. However, in our specification, planting day …

Hypoglossal Nerve Stimulation For Obstructive Sleep Apnea: A Systematic Review And Meta-Analysis On Responder-Based Outcomes And Between-Study Heterogeneity, Clemens Heiser, Marcel Braun, Colin Huntley, Michael Hutz, Thomas Michael Kaffenberger, Maurits Boon

Department of Otolaryngology - Head and Neck Surgery Faculty Papers

Background: Hypoglossal nerve stimulation (HNS) is an established surgical therapy for adults with moderate-to-severe obstructive sleep apnea (OSA) who are intolerant to positive airway pressure. Although aggregate response rates of ~70–80% have been reported, substantial variability across clinical settings remains poorly understood. Prior meta-analyses have largely emphasized pooled continuous outcomes, limiting interpretation of responder-based endpoints and drivers of between-study heterogeneity. Methods: A PRISMA-compliant systematic review and meta-analysis was performed. MEDLINE, Embase, and Cochrane CENTRAL were searched from inception through 31 December 2025. Eligible studies enrolled adults with OSA treated with implantable HNS, reported Sher-defined response (≥50% AHI reduction and residual …

The Role Of The Student-Teacher Relationship In The Behavioral And Academic Outcomes Of Students With Emotional And Behavioral Disorders, Samantha Warren

Graduate Teacher Education

For students with or at risk of Emotional and Behavioral Disorders (EBD), achieving success in school is challenged by a continuous cycle of behavioral and academic challenges. This literature review examined the role of student-teacher relationships in influencing both behavioral and academic outcomes for this student population. This review synthesized the findings of 15 peer-reviewed, original research studies that utilized qualitative, quantitative, and mixed-methods approaches to capture behavioral metrics and participant perspectives. The studies highlighted how distinct relational dynamics served as either a primary catalyst or a significant barrier to student improvement through day-to-day classroom interactions. Targeted praise-to-reprimand ratios and …

Ucf Pegasus Plan - Kindergarten - Time, Continuity, And Change, Enrique M. Perez Hernandez, Taya L. Green, Mia J. Derham, Anna V. Ly, Dyana Soto

Pegasus Plans: Social Studies Unit Plans for Florida Teachers

During this Tiny Time Travelers unit, students will explore and compare life from the past to life in the present consistently making real world connections. They will record their understanding of each lesson through a pre-made unit long journal.

Comprehensive Study On Explainable Artificial Intelligence For Enhanced Decision-Making, Eman Taher, Wessam H. El-Behaidy, Doaa S. Elzanfaly

Computer Science

Artificial Intelligence (AI) models are often criticized for their black-box nature, particularly in high-stakes domains such as finance, healthcare, and business decision-making, where transparency, accountability, and trust are essential. As machine learning advances with more complex architectures, including deep neural networks and ensemble models, the need for explainability becomes increasingly critical. This study focuses on Explainable Artificial Intelligence (XAI) as a key approach to enhance interpretability in classification, regression, and clustering tasks that serve as the foundation of data-driven analytical systems. XAI methods such as SHAP (SHapley Additive exPlanations), LIME (Local Interpretable Model-agnostic Explanations), and Integrated Gradients provide a means …

Interference Between Speaking And Computer Tasks In Senior Adults, Tyla K. Flake

Undergraduate Honors Theses

Multitasking is common in daily life. Previous studies have often relied on contrived tasks and utterances to explore divided attention and speech. The focus of the present study was on older adults performing everyday computer tasks while speaking naturally. Thirty participants aged 55 - 82 participated in speech-only, computer-only, and simultaneous speech and computer tasks to measure dual-task interference of the two activities. The speech task consisted of 60-second speech samples based on a list of procedural discourse prompts. Three computer tasks were completed with and without concurrent speech, one requiring data-entry and sorting and a text formatting task with …

The Relationship Between Emotional Intelligence And Leadership Styles Among African American Female Law Enforcement Supervisors, Hudson Cutno, Jr.

Walden Dissertations and Doctoral Studies

No abstract provided.

Elementary Teachers’ Experiences Providing Feedback During 1:1 Writing Conferences, Trina Gould Williams

Walden Dissertations and Doctoral Studies

No abstract provided.

Reducing Turnover At The Frontline: Hotel Leadership Strategies, Tamica Hales

Walden Dissertations and Doctoral Studies

No abstract provided.

Mandatory Arrest Laws: Breaking The Cycle Of Violence In Colorado And Nebraska, Ryann Lavata Livingstone

Walden Dissertations and Doctoral Studies

No abstract provided.

Perspective On Lessons Not Learned: From Coley’S Toxins To Microbial Drug Delivery, Guidance For Institutional Review Boards (Irbs), Brian P. Hanley, Alejandro J. Betancourt, Gustavo Gross, Wilbur (Bo) Bowne

School of Medicine Publications

The bacterial and toxin methods of cancer treatment date back 130 years. This paradigm rests on nonspecific bacterial-toxin-generated immunotherapy. This high-risk oncology research is experiencing a renaissance of methods that are among the most effective yet. Glioblastomas and other resistant cancers are the modern touchpoint, because of remission history following sepsis. Spurred by recent research deaths, we discuss protocols IRBs should consider in live bacterial or synthetic immuno-stimulatory trials. Human systemic inflammatory response syndrome immunology is unique due to non-functioning SIGLEC-13 and 17, which control excessive Toll-like receptor 4 (TLR-4) signaling. This is not a technicality like human CD8+/CD4+ T …

Daniel Lewis V. Superintendent Phoenix Sci

2026 Decisions

USDC for the Eastern District of Pennsylvania

Resignation Typology And Its Impact On Entrepreneurial Intention And Action, Shuaijun Zhang, Wanrong Hou, Sibin Wu

Management Faculty Publications

By categorizing resignees into “genius,” “traditional,” “forced,” and “trapped,” this study examines the relationship between different types of resignees and entrepreneurial intention and action. Furthermore, we argue that anticipated regret and dormant tie reactivation moderate this relationship. An analysis of survey data from 781 participants in the United States indicates that the types of resignees exert varying influences on entrepreneurial intention and action. Compared with “traditional” and “trapped,” but not “forced,” the “genius” group have high intention of starting their own enterprises. However, the “trapped” group engage in more entrepreneurial activities than “genius.” Further, the “trapped” group with high anticipated …

Managing Elderly Patients With Dementia Using Evidence-Based Non-Pharmacological Interventions In The Ed Setting, Rita Anue Cho

Walden Dissertations and Doctoral Studies

Persons with dementia frequent emergency departments (EDs), but ED staff lack understanding of cognitive impairment and evidence-base management of these symptoms, which sometimes results to unsafe encounters, aggression, agitation and assault with or without injuries. As a result, staff may resort to physical or chemical restraints to maintain safety for patients, staff, and the milieu. It is essential for staff in the ED to understand the disease process, recognize behavioral triggers, and apply evidence-based non-pharmacological interventions. The purpose of this project was to provide education to ED staff to enhance their understanding of cognitive disorders and dementia in the elderly …

Final Basinwide Quality Management Plan (Qmp) – 2026-2030, Revision 0, Pioneer Technical Services, Inc.

Silver Bow Creek/Butte Area Superfund Site

No abstract provided.

Clark V. Marin, 142 Nev. Adv. Op. 47 (July 2, 2026), Francesca Manz

Nevada Supreme Court Summaries

The Nevada Supreme Court held that contingency fees are incurred as work is performed, requiring NRCP 68 attorney-fee awards to exclude pre-offer work, and that a judgment debtor’s claims against an insurer become assignable when final judgment is entered.

Navigating Loss: Policy & Practice Within Student Affairs Support Of Bereaved Students, Jessica Renee Brown

Dissertations

This study examines how student affairs professionals interact with and support bereaved students through policy and practice. Suffering the loss of a family member or loved one while enrolled in college can have adverse effects on a student’s ability to persists through their studies and various student affairs offices and officers are charged with providing care and support to this unique population as they navigate their grief journey. While some studies exist on the prevalence of grief among students on college campuses and the effects that loss can have their academics and mental health, there is little research on how …

Extracellular Vesicle-Mediated Transfer Of Gsdme-Nt Pores As A Mechanism Of Inflammation Propagation, Bifeng Xiao

Master's Theses

Inflammasomes are multiprotein complexes that initiate inflammatory signaling through activation of caspase-1, cytokine maturation, and cleavage of Gasdermin D (GSDMD). Cleaved GSDMD forms membrane pores that contribute to cytokine release and pyroptotic cell death. Recent evidence suggests that extracellular vesicles (EVs) may facilitate the intercellular transfer of inflammatory mediators. This study investigated whether GSDMD N-terminal fragment (GSDMD-NT) associates with EV-enriched fractions and contributes to inflammation propagation. Doxycycline-inducible HeLa cells expressing FLAG-tagged GSDMD-NT were used to generate EV-enriched fractions. Western blot analysis detected GSDMD-NT-associated material within EV fractions, while EV marker analysis supported successful enrichment of EV-associated material. Exposure of recipient …

Human Cancer Genomes Harbor The Mutational Signature Of Tobacco-Specific Nitrosamines Nnn And Nnk, Michael Korenjak, Nuri Alpay Temiz, Stéphane Keita, Bérénice Chavanel, Claire Renard, Cécilia Sirand, Jiehong Guo, Et Al.

Michigan Tech Publications

BACKGROUND: Tobacco use is linked to multiple cancer types and a quarter of cancer deaths. Tobacco smoke contains numerous mutagenic chemicals such as polycyclic aromatic hydrocarbons (PAH), however, the mutagenicity of many chemicals in tobacco products remains underexplored. The tobacco-specific nitrosamines 4-(methylnitrosamino)-1-(3-pyridyl)-1-butanone (NNK) and N'-nitrosonornicotine (NNN), both International Agency for Research on Cancer (IARC) Group 1 carcinogens, form pre-mutagenic pyridyloxobutyl (POB) DNA adducts, yet little is known about the associated genomic mutation landscape(s) in humans. METHODS: We applied bulk and error-corrected next-generation sequencing to a battery of experimental systems comprising mammalian cell lines and animals exposed to NNK or NNN, …

Ai-Driven Detection Of Neurodevelopmental Disorder From Emotional Speech Using A Hybrid Cnn–Bilstm–Attention Framework, Nayarah Shabir, Parveen Lehana, Sheema Khan

School of Medicine Publications

Neurodevelopmental disorders (NDDs) are associated with impairments in communication, behavior, and social interaction, making accurate diagnosis clinically challenging. Autism Spectrum Disorder (ASD), a major NDD, often exhibits atypical speech patterns characterized by altered prosody and reduced emotional expressiveness. The study proposes a hybrid dual-path framework for ASD detection from emotional speech using two strategies: PCA–GMM-based acoustic modeling and a CNN–BiLSTM–Attention architecture for spectral–temporal feature learning. The proposed framework captures probabilistic, spectral, and temporal speech characteristics for robust ASD classification. Acoustic analysis demonstrated clear separability between ASD and non-ASD speech, while the deep learning framework achieved stable and reliable performance across …

Condos V. Herrera

All Decisions

After trial in this GCEL no-grounds/nonrenewal holdover, the court denied the landlord's post-trial motion to conform the pleadings to proof to claim the small landlord exemption under RPL § 214(1) and dismissed the petition. Although the evidence at trial's end tended to show the landlord owned fewer than 10 units, the court declined to overlook the landlord's lack of candor and inconsistent representations throughout the proceeding regarding her ownership interests in New York State residential units.

Zhen Yue Lin V. Veras

All Decisions

In this no-grounds/non-renewal holdover, the court grants the tenant's motion to dismiss because the Notice of Petition is defective, containing confusing and contradictory language including instructions appropriate for a nonpayment proceeding rather than a holdover. The court finds the notice did not comply with the spirit and intent of the form prescribed by 22 NYCRR § 208.42(b) and Administrative Order 163/19.

Yan's Realty Inc. V. Guo

All Decisions

In this no-grounds/non-renewal holdover involving an allegedly unregulated apartment, the court denies the tenant's motion for summary judgment but grants discovery on the landlord's claim of the small landlord exemption to the Good Cause Eviction Law. Public records suggest the landlord may be connected to a different corporate entity owning additional units in New York state.

Bi-Allelic Loss-Of-Function Variants In Tmem63b Cause Syndromic Surfactant Dysfunction Disorder, Sock Hoai Chan, Audra N Iness, Jill A Rosenfeld, Mir Reza Bekheirnia, Lindsay C Burrage, Matthew Hoi Kin Chau, Chaerish Eint Myet Chae Htoo, Eric C Kao, Shamika Ketkar, Wan Wan Lim, Xi Luo, Rifhan Mazlan, Elizabeth Mizerik, Kein Seong Mun, Kalyani R Patel, Lorraine Potocki, Christina K Rapp, Xavier Roca, Ana Saianda, Ignacio Iglesias-Serrano, Everlyn C Siew, Donald Yuhui Sim, David R Spielberg, Sok-Kun Tae, Jing Xian Teo, Julian Warfsmann, Fan Xia, Child-Eu Registry, Saumya S Jamuar, Ee Shien Tan, Matthias Griese, Weng Khong Lim, Meow-Keong Thong, Keren Machol

Faculty, Staff and Students Publications

Transmembrane protein 63B gene (TMEM63B) encodes a mechanosensitive ion channel expressed in alveolar type II epithelial cells, where it mediates stretch-induced surfactant secretion. While heterozygous gain-of-function variants in TMEM63B have been associated with developmental and epileptic encephalopathy, no human disorder has previously been linked to bi-allelic loss-of-function variants. Here, we report five individuals from four unrelated families with childhood interstitial lung disease and bi-allelic predicted loss-of-function variants in TMEM63B. Affected individuals presented with early-onset respiratory distress, chronic hypoxemia, and diffuse parenchymal lung abnormalities on chest imaging. One individual died in infancy, two underwent bilateral lung transplantation, and two require oxygen …

Measuring The Economic Effectiveness Of Climate Smart Agriculture In U.S. Rice Production Systems, Adriana Dimas

LSU Doctoral Dissertations

This dissertation evaluates the economic performance and adoption potential of climate-smart irrigation practices in Louisiana rice production systems, with particular emphasis on Alternate Wetting and Drying (AWD). Rice producers in the U.S. Mid-South face increasing challenges associated with rising input costs, water management constraints, and climate variability, creating interest in production practices that improve resilience and resource-use efficiency.

The first component of this study analyzes the profitability and risk efficiency of alternative irrigation systems using stochastic simulation and Stochastic Efficiency with Respect to a Function (SERF). Results indicate that Hybrid AWD systems in Morehouse Parish consistently generated the highest risk-adjusted …

Method For Trust-Aware And Language Model–Driven Email Threat Detection And Mitigation, Niranjan M M

Defensive Publications Series

Email remains the primary communication channel for enterprises and continues to be the most exploited attack vector for cyber threats. Modern email attacks increasingly rely on impersonation, social engineering, and contextual manipulation rather than traditional malware or malicious links, allowing them to evade existing detection mechanisms. At the same time, email security systems are adopting large language models (LLMs) to improve intent detection and contextual analysis, introducing new risks where email content itself can manipulate or degrade automated reasoning.

The proposal introduces a secure, trust-aware, and LLM-safe framework for automated email threat detection and remediation. The proposed system integrates sender …

Primitive For Finding Actionable Information In Time Series Based On Motif Locations, Michael Yeh, Yan Zheng, Junpeng Wang

Defensive Publications Series

The present disclosure relates to a system and method for finding actionable information in time series based on motif locations. The method includes an analysis computer that obtains time series data. The analysis computer generates a plurality of motifs. For each motif of the plurality of motifs, the analysis computer determines identified locations in the time series data that match the motif and determines a plurality of motif type scores based on the identified locations of the motif. The analysis computer determines a selected motif of the plurality of motifs based on the plurality of motif type scores for each …