Digital Commons Network^™

M 132.02: Numers And Operations For Elementary School Teachers, Frederick Peck

University of Montana Course Syllabi, 2026-2030

No abstract provided.

Bmed 637.01: Topics In Pharmaceutical Sciences And Drug Design, Erica Woodahl

University of Montana Course Syllabi, 2026-2030

No abstract provided.

From Classroom To Field: Rural Teachers’ Integration Of Science And The Outdoors, Steph N. Dean, Julieanne A. Wenner

Publications

This study explored how rural educators in the US use outdoor environments to enhance science instruction, addressing the educational marginalization of rural students. Using rural cultural wealth as a theoretical framework, we investigated how rural teachers integrate local nature-based resources and students’ out-of-school experiences into science learning. We conducted interviews and observations with rural teachers, using reflexive thematic analysis as our qualitative approach. Three key themes emerged that highlight the ways our participants use the outdoor environment to teach science: (a) harness rural community partnerships, (b) engage students through relational teaching, and (c) design learning opportunities that honor students as …

Characterization Of Sediment Loads And Size Distribution In Nebraska Roadway Runoff, Bruce I. Dvorak, David M. Admiraal, Pavel Shrestha

Nebraska Department of Transportation: Research Reports

The Nebraska Department of Transportation (NDOT) must manage sediment, and pollutant loads from roadway runoff to meet stormwater regulations. The SAFL Baffle, a hydrodynamic separator used by NDOT, depends on reliable estimates of total suspended solids (TSS) and particle size distribution (PSD). However, limited data exists for Nebraska roadways. In this study stormwater runoff was monitored at four NDOT-maintained sites, two in Lincoln and two in Beatrice, over 1.5 years to characterize TSS and PSD and to evaluate SAFL Baffle performance using the SHSAM model. Results showed large variability across sites and seasons. Median TSS ranged from 158 to 580 …

26 Conference - Advancing Manufacture Of Cell And Gene Therapies ​Ix, John Moscariello, Corinne Hoesli, Bruno Marques

Advancing Manufacture of Cell and Gene Therapies IX [2026]

No abstract provided.

A Runtime-Adaptive Transformer Neural Network Accelerator On Fpgas, Ehsan Kabir, Jason D. Bakos, David Andrews, Miaoqing Huang

Electrical Engineering and Computer Science Faculty Publications and Presentations

Transformer neural networks (TNN) excel in natural language processing (NLP), machine translation, and computer vision (CV) without relying on recurrent or convolutional layers. However, they have high computational and memory demands, particularly on resource constrained devices like FPGAs. Moreover, transformer models vary in processing time across applications, requiring custom models with specific parameters. Designing custom accelerators for each model is complex and time-intensive. Some custom accelerators exist with no runtime adaptability, and they often rely on sparse matrices to reduce latency. However, hardware designs become more challenging due to the need for application-specific sparsity patterns. This paper introduces ADAPTOR, a …

M 225.01: Introduction To Discrete Mathematics, Esmaeil Parsa

University of Montana Course Syllabi, 2026-2030

No abstract provided.

Hhp 525.01: Advanced Biomechanics, Matthew W. Bundle

University of Montana Course Syllabi, 2026-2030

No abstract provided.

M 133.01: Geometry And Measurement For Elementary School Teachers, Frederick Peck

University of Montana Course Syllabi, 2026-2030

No abstract provided.

Prediction Of First And Multiple Antiretroviral Therapy Interruptions In People Living With Hiv: Comparative Survival Analysis Using Cox And Explainable Machine Learning Models, Donald Salami, Emily Koech, Janet Turan, Kristen Stafford, Lilly Nyagah, Stephen Ohakanu, Anthony Ngugi, Manhattan Charurat

Institute for Human Development, East Africa

Background: The Cox proportional hazards (CPH) model is a common choice for analyzing time-to-treatment interruptions in patients on antiretroviral therapy (ART), valued for its straightforward interpretability and flexibility in handling time-dependent covariates. Machine learning (ML) models have increasingly been adapted for handling temporal data, with added advantages of handling complex, nonlinear relationships and large datasets, and providing clear practical interpretations.

Objective: This study aims to compare the predictive performance of the traditional CPH model and ML models in predicting treatment interruptions among patients on ART, while also providing both global and individual-level explanations to support personalized, data-driven interventions …

Does Law Constitute Society?, Jeremy K. Kessler

Faculty Scholarship

The resistance of capitalist inequality to legal reform has led a growing number of scholars to reconsider the explanatory virtues of Marxist legal thought. But what are those virtues? Some scholars hold that what makes Marxist legal thought special is its ability to explain the development of legal relationships in terms of the development of extra-legal relationships — specifically, the relations of production as they adapt to changes in the productive forces. Other scholars argue that this focus on the causal process by which extra-legal change (or stasis) drives legal change (or stasis) is too reductive. They contend that Marxist …

Physics-Informed Self-Supervised Diagnosis Of Rotating Machinery Using Latent Odes And Transformer Encoders, Md Al Amin, Mohammad Shafat Ahsan, Jannatul Maua, Mumtahina Ahmed, Kamruddin Nur

Student Publications [Scholarly]

This paper proposes a novel Physics-Informed Self-Supervised Diagnosis (PI-SSD) framework for rotating machinery fault detection, combining physical modeling, self-supervised representation learning, and uncertainty-aware classification. The architecture integrates a multi-resolution convolutional encoder, a windowed Transformer for temporal context modeling, and a latent neural ordinary differential equation (ODE) module that embeds mechanical priors, such as Jeffcott rotor dynamics, directly into the learning process. A masked segment reconstruction objective enables self-supervised pretraining using unlabeled healthy signals, while an evidential classifier head produces fault probabilities with calibrated uncertainty. We evaluate PI-SSD on two publicly available datasets, the NASA PHM’09 Gearbox dataset and the Aalto …

Hybrid Server–Ai Architecture For Persistent Generative Game Worlds: Achieving Scalable, Consistent, And Low-Latency Interactive Environments, Jay Ratican, James Hutson

Faculty Scholarship

Generative artificial intelligence has demonstrated remarkable capabilities in real-time content creation for interactive entertainment, yet current implementations struggle with the persistence, consistency, and scalability demanded by modern multiplayer and long-form gaming environments. This paper presents a hybrid server–AI architecture that fuses the deterministic reliability of authoritative multiplayer server frameworks with the creative flexibility of state-aware generative systems. The proposed three-tier design consists of (1) a deterministic server backend leveraging technologies such as Unity Netcode for GameObjects, Unreal Engine 5’s dedicated servers, and Amazon GameLift to maintain authoritative and persistent world state; (2) a state-aware generative layer responsible for producing real-time …

Single-Cell Transcriptomics Of The Drosophila Ring Gland Identifies The Soxn–Vvl Complex As A Key Regulator Of Juvenile Hormone Biosynthesis, Yuhan Luo, Nan Chen, Yue Gao, Wei Luo, Shanshan Liu, Yang Li, Hanyue Wang, Xiangbin Gao, Jiawei Chen, Haosheng Ye, Kirst King-Jones, Subba Reddy Palli, Sheng Li, Suning Liu

Entomology Faculty Publications

Juvenile hormone (JH) is essential for maintaining juvenile status and promoting reproduction in insects, yet the transcriptional regulation of JH biosynthesis remains poorly understood. Previous transcriptomic studies of the Drosophila ring gland—which is composed of the corpus allatum (CA), prothoracic gland (PG), and corpora cardiaca (CC)—have treated the ring gland as a single tissue. As a result, these approaches lacked the resolution necessary to dissect JH biosynthesis and its regulation in a cell-type-specific manner. To overcome this limitation, we performed single-cell RNA sequencing (scRNA-seq) of 7,919 cells isolated from the larval ring glands. This analysis resolved distinct transcriptional profiles for …

One Step Forward, Three Steps Back: Picturing Working Men And Women In New Deal Government-Sponsored Art, Gabrielle Wills

Armstrong Undergraduate Journal of History

The Depression era introduced both unprecedented and reoccurring anxieties that deeply affected average Americans. The question of how to respond aesthetically to major issues of economy, social instability, and an unsure future led artists to follow a canon of popular art that pointed to the idealized solidarity of an American people bonded by an imagined national community. Government-sponsored artists distilled ideals of national identity and unity in their depictions of working men and women, ignoring regional tensions and differences that had once divided the nation into disparate entities.

Advances And Challenges In Nano-Modified Cementitious Composites: Mechanisms, Dispersion Strategies, And Impact On Mechanical Properties, Fatemeh Mohammadi Ghahsareh, Pengwei Guo, Nusrath Jaha, Yi Bao, Kamal H. Khayat, Weina Meng

Civil, Architectural and Environmental Engineering Faculty Research & Creative Works

Nanomaterials are increasingly utilized to enhance the mechanical properties, durability, and functionality of concrete materials but face challenges such as agglomeration and uneven dispersion in cementitious systems, which can offset the intended improvements. This paper reviews the advances and challenges associated with nano-modified cementitious composites, elucidating fundamental mechanisms and highlighting strategies for overcoming the challenges through experimental and computing techniques. The reviewed contents include (1) the classification of nanomaterials commonly used in cementitious systems and the mechanisms through which they enhance the mechanical properties of cementitious composites; (2) challenges of nanomaterials such as agglomeration in water, re-agglomeration in cementitious systems, …

Quality Improvement Project: Improving Transitional Care Management (Tcm) Follow-Up Through Medical Assistant Education, Oben Assick

Doctor of Nursing Practice Projects

The underutilization of Transitional Care Management (TCM) services in primary care significantly contributes to preventable hospital readmissions and revenue loss. Despite established Centers for Medicare & Medicaid Services (CMS) guidelines, execution often fails due to knowledge gaps among frontline staff. This quality improvement project addressed low TCM task completion rates by implementing a structured educational intervention for medical assistants (MAs). The purpose was to evaluate whether targeted training improves timely patient follow-up, visit scheduling, and billing accuracy. The project utilized Kotter’s 8-Step Change Model to guide organizational change and the Health Belief Model to address behavioral barriers. A quantitative, quasi-experimental …

The Case For Ai Authorship In Copyright Law, Cheng Lim Saw, Duncan Lim

Research Collection Yong Pung How School Of Law

Today, with generative AI, literary and artistic works can be created almost effortlessly. There is at present intense debate as to whether works generated by AI – broadly categorised as “AI-assisted” and “AI-generated” works – ought to attract copyright protection. AI-assisted works are those that involve some degree of human intervention. Where AI-generated works are concerned, however, such works are created autonomously by the AI itself with minimal (de minimis) input from an identifiable human being. Presently, it is generally accepted that AI-generated works do not attract copyright protection for want of a human author. This article examines whether it …

Lit 110l.02: Introducton To Literature, Rob Browning

University of Montana Course Syllabi, 2026-2030

No abstract provided.

Lit 327l.01: Shakespeare, Rob Browning

University of Montana Course Syllabi, 2026-2030

No abstract provided.

Lit 110l.01: Introducton To Literature, Rob Browning

University of Montana Course Syllabi, 2026-2030

No abstract provided.

Lit 491.01: Special Topics - Climate Change, Louise E. Economides

University of Montana Course Syllabi, 2026-2030

No abstract provided.

Lit 524.01: Nature, Language And Politics - Anthropocene Dreams, Louise E. Economides

University of Montana Course Syllabi, 2026-2030

No abstract provided.

Dna Stability In Aqueous Solutions: A Case Study On Poly A - Poly T Duplex Using Molecular Dynamics Simulations, Haripriya Chennuru

Biochemistry and Molecular Biology

This thesis relies on molecular dynamics (MD) simulations, which apply the AMBER software package to analyze the structural stability, energetics, and dynamics of Poly A - Poly T DNA duplexes. This work is mainly concerned with testing configurations of non-bonded interaction cutoffs (12 Å and 15 Å) on the Generalized Born solvation models (IGB1 and IGB2) to determine the most appropriate conditions regarding computation time and physical reliability in DNA molecular dynamics. The solvation models enable effective simulation of solvent effects, facilitating the calculation of simulation parameters to evaluate structural stability within different environmental conditions. Overall, the performance indicates that …

Age And Sex Impact The Role Of Thrombospondin-2 And Thrombospondin-5 In Response To Hindlimb Ischemia, Irene Helenowski, Ashley Peters, Melissa Rangel, Corinne Bunn Md, Xuerong Wang, Kristopher Maier, Vivian Gahtan

Biostatistics Collaborative Core: Faculty Publications and Other Works

Peripheral arterial disease progression to critical limb ischemia remains a significant burden in the aged, necessitating revascularization. Therapies to enhance neovascularization, such as angiogenesis or arteriogenesis, may provide an option for patients not suitable for surgery. The thrombospondins (TSPs) are secreted matricellular glycoproteins, with TSP-1, TSP-2, and TSP-5 implicated in neovascularization. Currently, there is little data regarding the effects of TSP-2, TSP-5, sex, and aging on angiogenesis and arteriogenesis. In vitro, the effect of TSP-2 or TSP-5 on early or late passage endothelial cell (EC) tubule formation or disruption was assessed. In vivo, angiogenesis, and arteriogenesis in male and female, …

Artificial Intelligence, Society 5.0 And Smart City Adaptation Initiatives For Businesses: An Integrated Approach, Ines A. M. Gila, Fernando A. F. Ferreira, Neuza C. M. Q. F. Ferreira, Florentin Smarandache, Momtaj Khanam, Tugrul Unsal Daim

Engineering and Technology Management Faculty Publications and Presentations

The mass migration of human populations to urban areas has resulted in unprecedented challenges for city services. To address and find solutions for these emerging issues, decision-makers must embrace the smart city and Society 5.0 paradigms, which comprehensively tackle various dimensions of the problem and ensure adaptability to evolving citizen needs. Central to the success of these paradigms is technology, particularly artificial intelligence (AI). AI’s transformative capabilities enable the expansion of services, automation of tasks, efficient operationalization and processing vast amounts of data to address urban challenges, aligning with several sustainable development goals (SDGs) such as sustainable cities and communities …

Wldg 280.01: Welding Testing Certification, Philip M. Patrick

University of Montana Course Syllabi, 2026-2030

No abstract provided.

Ddsn 166.01: Revit I, Aaron Windels

University of Montana Course Syllabi, 2026-2030

No abstract provided.

Its 222.50: Enterprise Security, Jeffrey J. Arends

University of Montana Course Syllabi, 2026-2030

No abstract provided.

Its 274.01: Ethical Hacking And Network Defense, Victor C. Valgenti

University of Montana Course Syllabi, 2026-2030

No abstract provided.