Digital Commons Network^™

Semantic Navigation Using Generative Models And Graphical Maps, Mbhb Mbhb, Artemis Panagopoulou, Aveek Purohit, Achin Kulshrestha, Soroosh Yazdani, Mohit Goyal

Defensive Publications Series

Indoor navigation presents a significant challenge because Global Positioning System (GPS) accessibility is limited in interior spaces and static environmental scans often fail to generalize as environments change. To address these limitations, a novel methodology utilizes generative models to produce diverse map layouts and vision-language models (VLMs) to interpret potentially walkable areas within those layouts. By scaling this approach to generate a large dataset, significant improvements are achieved in the wayfinding capabilities of the models. This technology is particularly applicable to navigational agents and wearable devices, such as glasses, that require real-time semantic understanding of human-readable graphical maps. The resulting …

Advanced User Interaction Logging For Recommendation Model Enhancements, Tamojit Chatterjee, Kanishk Mishra

Defensive Publications Series

Traditional user interaction logging processes typically record discrete events based on user interactions with a user interface of an application. The user interactions may include user clicks or selections of interactive user interface elements (e.g., click events) and/or user impressions of content (e.g., impression events) provided by the user interface. Interactive user interface elements may include, but are not limited to, buttons, selectable icons, advertisement cards, and content cards. For example, a user impression may occur when a content item (e.g., an advertisement, an image, a video, etc.) is rendered in the user interface (e.g., in a respective content card) …

Bioprinting: Revolutionizing Biology With 3d Innovation, Gopalarethinam Janani Ms, Naven Kumar Rk, Agnishwar Girigoswami Prof, Koyeli Girigoswami Prof

Chulalongkorn Medical Journal

3D bioprinting is an innovative technology that enables the creation of bioengineered structures through computer-guided processes. This technique has been in use for more than 35 years and has made a huge contribution in the biomedical field. Utilizing biomaterials with regenerative properties has significantly impacted tissue engineering, regenerative medicine, and pharmaceutical research. Various bioprinting techniques, including inkjet, extrusion, laser-assisted, and stereolithography, offer unique advantages for precise tissue construction. Bioinks used for printing, can be derived from natural and synthetic sources. It ensures biocompatibility, mechanical integrity, and controlled degradation. Advanced bioinks—such as nanoengineered, biomolecular, multimaterial, self-assembling, and stimuli-responsive variants—enhance applications in …

How Does Pattern Of Bone Healing Affect The Strain Of Plate Implant Via Frequency Detection? A Biomechanical Cadaveric Study, Chavarin Amarase, Chanyaphan Virulsri, Pairat Tangpornprasert, Pisitpong Chancharoen, Saran Tantavisut

Chulalongkorn Medical Journal

Background: Detecting bone union is a crucial process in treating bone fractures to prevent complications, including implant failure and bone nonunion. Nowadays, there are many methods and new innovative devices for detecting bone union through strain measurements, such as strain gauges, fluid level displacement, contrast media, and frequency changes. There is also a trend toward increasing these methods in the future. However, the patterns of bone healing studied with these methods still do not provide a standard for determining the true bone healing process. The aim of this study is to identify the most appropriate bone healing pattern for …

Fish, Nicole Walker

Creative Nonfiction Magazine

No abstract provided.

Boat People, Michael Perry

Creative Nonfiction Magazine

No abstract provided.

Hochzeit, Debra Marquart

Creative Nonfiction Magazine

No abstract provided.

Her Numbers, Brian Doyle

Creative Nonfiction Magazine

No abstract provided.

New Century, Natalie Goldberg

Creative Nonfiction Magazine

No abstract provided.

Fostering Psychological Ownership And Self-Authorship In Higher Education: Pathways To Student Engagement, Growth And Knowledge Creation, Noora Heino, Markku Ikävalko, Anssi Tarkiainen, Terhi Virkki-Hatakka

International Journal of Teaching and Learning in Higher Education

This study explores the intersection of psychological ownership (PO) and self-authorship (SA) in the context of university students’ project-based learning. It examines how students develop a sense of ownership over their course projects, ideas, and knowledge they create, and how this engagement shapes their learning, identity, and sense of self. The findings highlight the role of control and perceived idea quality in fostering psychological ownership, as well as the importance of intimate knowledge and perceived object quality in supporting self-authorship. The study underscores that when students feel connected to their ideas, their motivation, persistence, and engagement increase, especially in creativity-driven …

The Sky’S Indifference, Emmah Schuster

Night Flight: Online Literary Journal

The story follows Jamie Harper's first solo flight as it shifts from exhilaration to diorientation and fear when he loses radio contact and becomes lost. As he struggles to navigate an unfamiliar landscape and worsening conditions, the narrative highlights themes of isolation, human vulnerability, and the limits of courage in the face of an indifferent natural world. His fatal crash serves as a sobering reminder that ambition and determination do not always guarantee survival.

Exploring The Efficacy Of Storytelling In Education About Climate Change, Nina Adjanin, Srijana Katuwal, Heidi Sevestre, Gordon Brooks

Mid-Western Educational Researcher

From bedtime tales to digital narratives, stories wield unparalleled influence, shaping perceptions, and fostering empathy. Through mediums like social media and digital platforms, storytelling becomes a tool for advocacy, amplifying voices, and catalyzing social change. In this qualitative study, 107 higher education students from diverse backgrounds participated. The purpose of this study was to uncover salient beliefs about climate change stories on popular social media platforms among full-time college students. The results are based on three key components of the theory of planned behavior (TPB): affective beliefs, normative beliefs, and control beliefs. The respondents expressed both positive and negative attitudes …

Why I Ride, Jana Richman

Creative Nonfiction Magazine

No abstract provided.

Sa'm Pèdi, Madison Smartt Bell

Creative Nonfiction Magazine

No abstract provided.

In The Woods, Leslie Rubinkowski

Creative Nonfiction Magazine

No abstract provided.

Adventures In Celestial Navigation, Philip Gerard

Creative Nonfiction Magazine

No abstract provided.

Finders Keepers: The Story Of Joey Coyle, Mark Bowden

Creative Nonfiction Magazine

No abstract provided.

Killing Wolves, Sherry Simpson

Creative Nonfiction Magazine

No abstract provided.

Capacitors For High Temperature Systems, Methods Of Forming Same, And Applications Of Same, Morgan E. Ware, Pijush Kanti Ghosh, Xiangbo Meng, Mirsaeid Sarollahi, Rohith Allaparthi

Patents Granted

A capacitor is provided for high temperature systems. The capacitor includes: a substrate formed from silicon carbide material; a dielectric stack layer, including a first layer deposited on the substrate and a second layer deposited on the first layer; a Schottky contact layer deposited on the second layer; and an Ohmic contact layer deposited on the substrate. The first layer is formed with aluminum nitride (AlN) epitaxially, and the second layer is formed with aluminum oxide (Al.sub.2O.sub.3). AlN and Al.sub.2O.sub.3 are ultrawide band gap materials, and as a result, they can be use as the dielectric in the capacitor, allowing …

Linking Illinois High School To College Data And Beyond, Benjamin Boer

Reports, Analyses, and other Publications

This brief examines the challenges and opportunities in linking high school, postsecondary, and workforce data in Illinois. Despite significant investments in education pathways, career programs, and dual credit initiatives, there is no central source of data showing whether Illinois high school graduates are enrolling in college, persisting through their programs, and securing quality employment. The brief explores why data linking is technically and structurally challenging, reviews existing efforts at state and national levels, and provides specific recommendations for improving data infrastructure. Using the STAMP (Scaling Transformative Advanced Manufacturing Pathways) program as a case study, the authors demonstrate how linked data …

Dairy And Food Science Student Newsletter, February 10, 2026, Department Of Dairy And Food Science

Dairy and Food Science Student Newsletter

No abstract provided.

Academic Senate - Agenda, 02/10/2026, Academic Senate

Academic Senate Agendas

No abstract provided.

Structural And Mechanical Properties Facilitate Shock Wave Damping By Helmet-Like Orbital Hoods In Snapping Shrimp, Mia Kazel, Rebekah E. Cammack, Alexandra C.N. Kingston, Ahmed A. Alshareef, Tarek Shazly, Daniel Isaac Speiser

Faculty Publications

Snapping shrimp damp the shock waves they produce and use as weapons with a helmet-like structure termed the orbital hood. Here, we ask how structural and material properties contribute to shock wave damping by orbital hoods in Alpheus heterochaelis. Using tensile mechanical testing, we find orbital hoods are approximately half as stiff as carapace and have twice the capacity for viscous energy dissipation. Microstructural features probably contribute to tissue-specific mechanical properties: the endocuticles of orbital hoods have almost twice as many lamellae as those of carapaces despite being half as thick, suggesting a mechanism for enhanced material mobility underlying …

Impact Of Incentive Policies On Mathematics And Science Teachers’ Retention In Guyana’S Rural Secondary Schools, Verna Adrian

Walden Dissertations and Doctoral Studies

Research on teacher retention in rural areas highlights persistent challenges, including geographic isolation, limited resources, and inadequate support. Studies have shown that financial incentives are critical for sustaining teacher retention, but a gap in the literature exists as to what specific non-financial challenges may also be important in influencing teachers’ long-term commitment. To address the social problem of teacher retention in rural secondary schools in Guyana, this study assessed the effectiveness of incentive policies in retaining teachers across four selected regions facing unique challenges. Data were collected through semi structured interviews and analyzed using thematic analysis. The purpose of this …

Cooking With Gas And Grit: Dining Team Kept Campus Fed Through Fern, Marisa C. Atkinson

University of Mississippi News

OXFORD, Miss. – The Hotty Toddy spirit was evident on the University of Mississippi campus during, and in the aftermath of winter storm "Fern." Not through rousing chants, but through the basic necessity of food – all because of Ole Miss Dining Services.

Cellulose Nanocrystal-Based Emulsions And Uses Thereof, Jin-Woo Kim, Gurshagan Kandhola, Joseph Batta-Mpouma

Patents Granted

This invention relates generally to a method of treating a crop with an agricultural product, where the method includes the steps of incorporating a cellulose nanocrystal-based emulsion into an agrochemical to produce the agricultural product and applying said agricultural product to said crop. The cellulose nanocrystal-based emulsion includes a continuous aqueous phase and a dispersed oil phase, where the continuous aqueous phase includes between about 0.25% and about 3% (w/w) of sulfonated cellulose nanocrystals, between about 0.25% and about 1% (w/w) of co-stabilizing biopolymer, and up to about 3.0% (w/w) of cationic crosslinker. The dispersed oil phase includes a plant-based …

A Framework For Assessing The Trustworthiness Of Scientific Research Findings, Brian A Nosek, David B Allison, Kathleen Hall Jamieson, Marcia Mcnutt, A Beau Nielsen, Susan M Wolf

Children’s Nutrition Research Center Staff Publications

Vigorous debate has erupted over the trustworthiness of scientific research findings in a number of domains. The question "what makes research findings trustworthy?" elicits different answers depending on whether the emphasis is on research integrity and ethics, research methods, transparency, inclusion, assessment and peer review, or scholarly communication. Each provides partial insight. We offer a systems approach that focuses on whether the research is accountable, evaluable, well-formulated, has been evaluated, controls for bias, reduces error, and whether the claims are warranted by the evidence. We tie each of these components to measurable indicators of trustworthiness for evaluating the research itself, …

Performance Of An Automated Sleep Scoring Approach For Actigraphy Data In Children And Adolescents, Pin-Wei Chen, Erica C Jansen, Christopher M Cielo, Ariel A Williamson, Margaret Banker, Michael Kaye, Peter X K Song, Karen E Peterson, Alejandra Cantoral, Martha María Téllez-Rojo, Cathy Goldstein, Khadija Zanna, Akane Sano, Jennette P Moreno, Heidi Kalkwarf, Babette S Zemel, Jonathan A Mitchell

Children’s Nutrition Research Center Staff Publications

Study objectives: GGIR is an R package for processing raw acceleration data to estimate sleep health parameters. We aimed to (1) assess the performance of three sleep algorithms within GGIR against PSG for detecting sleep/wake in clinically referred, typically-developing children (criterion validity); and (2) describe GGIR-derived sleep estimates from typically developing children enrolled in multiple cohort studies (face validity).

Methods: For criterion evaluation, children (8-16 years, N = 30) wore an actigraphy device for one night during in-lab polysomnography with performance assessed using epoch-by-epoch analyses. For face validity evaluation, four community/free living datasets were used: (1) Bone Mineral Accretion in …

Long-Range Fit: A Software Package For The Representation And Study Of Long-Range Molecular Interactions, Adrian L. Batista-Planas, Ernesto Quintas-Sánchez, Richard Dawes

Chemistry Faculty Research & Creative Works

Describing intermolecular forces is fundamental to modeling and predicting the behavior of molecular systems. In particular, long-range molecular interactions with electrostatic, induction, and dispersion as the main components play a critical role, especially for low-temperature and low-density regimes. Long-range interactions are often described through perturbation theory, representing the electronic charge distribution via a multipolar series of the moments and polarizability tensors corresponding to each molecule. However, while the theory is well established, obtaining the resulting analytical expressions (and their practical implementation) constitutes a highly complex and system-dependent task. To address this challenge, we developed long-range-fit (LRF), an interactive and user-friendly …

Experimental And Computational Study Of Nearly Half-Metallic V2coga, Parashu Kharel, Caden Sadler, Ty Porter, Cole Brown, Mohd Anas, Paul M. Shand, Pavel V. Lukashev

Faculty Publications

Here, we present the results of a combined computational and experimental study of electronic, magnetic, and structural properties of V2CoGa, a Heusler alloy that exhibits high spin polarization values in an ordered crystal structure. Our calculations indicate that this compound crystallizes in an inverted cubic structure. The magnetic alignment is ferrimagnetic, due to the anti-aligned magnetic moments of two vanadium sub-lattices. The calculated magnetization value for the ordered structure is 1.97 μ B/f.u. at the equilibrium lattice constant of 5.898 Å. Our calculations indicate that V2CoGa in its ordered crystal structure retains high spin polarization values of around 90% under …