Digital Commons Network^™

Neural Network Driven By Electrochemical Performance Data For Predicting The Discharge Termination Time Of Seawater Electrolyte-Based Metal-Air Batteries, Peng-Peng Shen, Yi-Chi Pan, Yu-Rong Liu, Lu-Dan Zhang, Ning Niu, Guan-Jun Wang, De-Kun Yang, Xin-Long Tian, Peng Rao

Journal of Electrochemistry

Seawater electrolyte-based metal-air batteries exhibit great promise for marine energy supply systems. However, conventional statistical analysis methods, though applicable to seawater metal-air battery lifetime prediction, have inherent limitations of insufficient prediction accuracy and large error. Herein, a deep time-series regression framework based on InceptionTime and incorporating prior-biased attention pooling is proposed to construct a nonlinear mapping between electrochemical performance sequences and the discharge termination time of catalysts. Specifically, chronoamperometric profiles are employed to extract long-term stability features, while prior knowledge derived from linear sweep voltammetry is introduced to strengthen the attention weighting over critical potential regions. Under a nested leave-one-catalyst-out …

Microwave-Assisted Synthesis Of Core-Shell Structured Pd@Pdptcufe Recessed Truncated Octahedral Nanocrystals For Multifunctional Electrocatalysis, De-Zhong Hu, Wen-Dan Jiang, Wei Keat Ng, Jun Yang, Xiong-Wu Kang

Journal of Electrochemistry

Developing cost-efficient and durable multifunctional electrocatalysts of hydrogen evolution reaction, oxygen reduction reaction and oxygen evolution reaction is crucial for improving energy conversion efficiency in electrolytic water splitting electrolyzer and advancing rechargeable zinc-air batteries. Polyhedral shaped nanocrystals with well-defined crystal facets represent a type of model catalysts that enables the exploration of structure-activity relationships. However, it is still very challenging to prepare alloy nanocrystals with multiple metal components due to their complicated redox potentials and mixing enthalpy. Herein, we report a rapid microwave-assisted polyol reduction method for syntheses of core-shell Pd@PdPtCu, Pd@PdPtCuNi, Pd@PdPtCuCo and Pd@PdPtCuZn octahedral nanocrystals, and recessed truncated-octahedral …

Investigation Of Bridge Foundation Depth Using Geoelectrical Dipole Configuration, Devi Oktaviana Latif, Amalia Ula Hazhiyah, Adhitya Yoga Purnama, Ika Rahmawati Suyanto, Surya Dewi Puspitasari, Heru Budi Utomo

Makara Journal of Technology

Bridges are constructed to facilitate the crossing of pedestrians, vehicles, or trains and are essential components of land transportation infrastructure, which is crucial for ensuring the smooth flow of traffic. As part of the reconstruction project for the south side of the Muja Muju Bridge on Jalan Kusumanegara, the Yogyakarta City Government rebuilt this section of the bridge, which had become unfit for traffic use. The area features two bridges, serving as transportation routes: the Muja Muju Bridge on the north side and the newly reconstructed bridge on the south side. The demolition of the south side of the Muja …

Design Of A Pneumatic Actuator-Based Solar Tracker To Address The High Costs And Energy Shortages In A Center Pivot Irrigation System In The Karbala Desert, Mustafa A. Abdul-Hussein, Jamal A.-K. Mohammed

Makara Journal of Technology

CPI systems used to spray crops in the Karbala Desert face two main problems: the cost of generating electricity with generators and the difficulty of delivering electricity from the grid to remote areas. Second, the fixed solar panels feeding some of these systems cannot produce enough electricity because they cannot track the sun’s rays. To solve these issues, appropriate actuators must be combined with these panels to form solar trackers. Due to their advantages over others, pneumatic actuators are proposed to enable the panels to constantly track the sun’s rays. This leads to the production of as much energy as …

New Faculty Guide, 2026, University Of Mississippi. Provost

New Faculty

No abstract provided.

Fall 2026 At The Kruizenga Art Museum, Kruizenga Art Museum, Lisa Barney

Kruizenga Art Museum Posters

A flyer for the Kruizenga Art Museum's three Fall 2026 exhibitions: Points of Convergence: Where Math and Art Meet, Cloth and Clay in African Art, and KAM x Library. These exhibitions were held August 28-December 12, 2026.

Kruizenga Art Museum Online Collection - Exhibition Gallery (Points of Convergence)

Kruizenga Art Museum Online Collection - Exhibition Gallery (KAM x Library)

Final 2026 Interim Site-Wide Groundwater Monitoring Quality Assurance Project Plan, Woodard & Curran

Silver Bow Creek/Butte Area Superfund Site

No abstract provided.

Re: Conditional Approval Letter For The Draft Final Butte Mine Waste Repository Operations And Maintenance (O&M) Plan (Dated August 3, 2026), Emma Rott

Silver Bow Creek/Butte Area Superfund Site

No abstract provided.

Final 2026 Interim Site-Wide Surface Water Monitoring Quality Assurance Project Plan, Woodard & Curran

Silver Bow Creek/Butte Area Superfund Site

No abstract provided.

Managing Solar-Powered Digital Education Infrastructure: Institutional Capacity, Financing, And Sustainability In Rural India, Suresh Banoth, Udaya Muthyala, Jyothsna Bethala

Journal of Management for Global Sustainability

Solar-powered digital infrastructure is increasingly being promoted as a sustainable solution for rural education; however, its long-term viability depends less on technological deployment than on institutional management capacity. This study examines how solar-powered digital classrooms (SPDCs) are governed, financed, and sustained in eleven rural government schools in Telangana, India. Drawing on the Technology Acceptance Model and an institutional perspective on sustainability, the study conceptualizes renewable energy integration as a public-sector management process rather than a purely technological intervention. An exploratory case study design was employed using semi-structured interviews, classroom observations, and institutional document analysis. The findings indicate that while solar …

Pedagogical Moves For Provoking Prospective Teachers’ Intellectual Needs While Connecting Abstract Algebra And Secondary Mathematics, Kaitlyn Stephens Serbin, Estrella Johnson, Sthefanía Espinosa

School of Mathematical & Statistical Sciences Faculty Publications

Researchers have exhibited ways in which prospective secondary mathematics teachers can connect content from abstract algebra with secondary mathematics in ways that reshape their understanding of secondary mathematics and thereby support their teaching of that content. However, there has been very little research done on what mathematics teacher educators can do in the classroom to help prospective teachers make connections between abstract algebra and secondary algebra in ways that support such reshaping. This study focuses on a mathematics teacher educator who guided a class of prospective teachers to connect properties of algebraic structures with equation-solving procedures by directing their focus …

A Path To Creating Global Citizens: Education For Sustainable Development In Small Liberal Arts Colleges, Shari Bissoondatt (Boochay), Timea Varga, Antonella Regueiro, Amy An

Faculty and Staff Publications & Presentations

Higher Education Institutions (HEIs) play a critical role in advancing the United Nations Sustainable Development Goals (UN SDGs) by preparing students to address complex social, environmental, and economic challenges. In the literature, less attention has been paid to scalable curricular models implemented in small liberal arts colleges. This paper presents a case study of Lynn University’s Impact Series, an interdisciplinary and co-curricular initiative, intentionally integrated into the undergraduate curriculum to advance Education for Sustainable Development (ESD). Drawing on institutional reports, program documentation, and attendance data from Fall 2022 through Spring 2025, the study examines how the Impact Series promotes short-term …

Trustworthy Ai At The Air Quality-Health Nexus: A Systematic Review Of Federated Learning, Distributed Ledger Technologies, And Explainable Ai, Nadia Dahmani, Imen Ben Salem, Syed M Salman Bukhari

All Works

Abstract Air quality (AQ) related health risks are increasing globally, creating urgent demand for artificial intelligence (AI) systems that are privacy-preserving, transparent, and auditable. Although Federated Learning (FL), Distributed Ledger Technologies (DLT), and Explainable AI (XAI) are widely recognized as core components of trustworthy AI, existing research remains divided across technical and application domains. This study conducts a computational, multistage systematic review (SR) of scholarly literature records published between 2011 and 2025 using the Semantic Scholar Graph API with intersection and union search strategies. A total of 13 458 records were retrieved and refined into a research-grade corpus of 7 …

Great Crypto Vanishing Act: Illusory Contracts And The Economic Loss Rule, Henry H. Perritt Jr.

Idaho Law Review

Cryptocurrencies have gained respectability with enactment of the federal GENIUS Act, which lays a regulatory foundation for the safest type of cryptocurrency, stablecoins, while leaving significant uncertainty with respect to unbacked crypto assets like Bitcoin and other cryptomoney and crypto investments that do not come within the GENUIS Act’s scope. The vulnerability of cryptocurrencies to wild fluctuations in value and to outright collapse are legion. The GENIUS Act may tame some actors who choose to operate within its framework, but many questions remain.

Legal remedies available to victims of cryptocurrency mishaps, from exchange collapses to issuer fraud, depend heavily on …

Self-Exhausting Fleet-Level Failure Pattern Detection Via Persistent Graph Coloring And Human-In-The-Loop Validation, Nilay Gupta, Wayne W Chen

Defensive Publications Series

Techniques are proposed herein for detecting and validating recurring failure patterns across a fleet-scale corpus of causal event graphs. A pattern-discovery engine groups taxonomy-normalized node labels and categories, computes support as the number of distinct incident graphs containing a pattern, and classifies retained patterns into new taxonomy categories and known but unvalidated patterns. Engineers confirm or reject ranked patterns through a human-in-the-loop workflow. Confirmed patterns are recorded in a persistent validated-pattern registry that is structurally independent of the graph index and reapplied after index rebuilds. The registry acts as a partial graph coloring and active-learning oracle: future discovery operates on …

Edge-Based Causal Analysis For Remediating Micro-Temporal Resource Congestion, Ajit Singh

Defensive Publications Series

Systems and methods are described for mitigating micro-temporal resource congestion in multi-tenant computing environments, where conventional schedulers may not effectively resolve sub-second interference. A decentralized control plane can operate at the node level, using local probabilistic profiling to generate compressed summaries of system behavior. A causal analysis engine can then calculate a correlation coefficient to attribute performance degradation in a affected workload to the resource consumption of a potential source workload. The system can handle analysis edge cases, such as resource saturation, and can employ a return-on-investment framework to select a remediation action, for example, throttling the source, boosting the …

Gender Disparities In Academic Productivity Of Early Career Ophthalmologists With Children, Olivia J. Killeen, Theodora Vorias, Stacy L. Pineles, Reshma Jagsi, Laura B. Enyedi, Arghavan Salles, Amanda L. Ely, Michelle T. Cabrera

Journal of Academic Ophthalmology

Background: Female academic physicians are less likely than males to be promoted. Gender disparities related to parenthood and academic productivity may contribute to differing promotion trajectories for men and women.

Purpose: We investigated the association of gender and parenthood on academic productivity among early career ophthalmologists.

Methods: An email questionnaire was distributed to assistant professors of ophthalmology at U.S. institutions from February to April 2023. The questionnaire included items related to demographics, family responsibilities, and academic productivity. Descriptive statistics were calculated by gender alone and gender with parenthood status. Negative binomial regression models were used to analyze …

Pioneers In U.S. Cryptology., Center For Cryptologic History

Political & Rights Issues & Social Movements

No abstract provided.

Ai, The Liberal Arts, And Indigenous Languages: Forming Code Into Language, Christina Graebner

Summer Research Showcase

During the Summer, Spanish Professor Adam Coon and I worked on creating an annotated biography on AI and Indigenous languages for the Digital Well at the UMN Morris Library. Through this project, we have dived into conversations and research focusing on using AI as a translator. In recent years, the conversation around AI has created a surge of studies and research around the relationship between Indigenous languages and artificial intelligence. AI will only continue to expand, and it creates new ways to open communication but creates new ethical guidelines needed to be followed. Our project gathers research articles, podcasts, and …

How Planning For Engineering Instruction Supported Culturally Responsive-Sustaining Pedagogy For Prek–12 Teachers, Kristen V. Napolitano, Amanda M. Gunning, Meghan E. Marrero

Journal of Pre-College Engineering Education Research (J-PEER)

With the wide adoption of the Next Generation Science Standards across the United States and an increased focus on growing a diverse engineering workforce, learning to teach precollege engineering has become more important than ever. Yet limited precollege engineering certification pathway exists, leaving preK–12 teachers to integrate engineering with few resources or professional learning support. In high-need districts, where teachers are already underresourced and stretched thin, engineering may not make its way into the classroom at all. As a result, access to engineering and other STEM opportunities is disproportionately low among Black and Brown and/or low-income students in these communities, …

Multi-Agent Pipeline For Category-Specific Factuality Calibration Using Conformal Inference, Chenyin Gao, Jiaqian Yu, Aniruddha Rao

Defensive Publications Series

A challenge in deploying generative models can be the occurrence of factual inaccuracies, particularly when attempting to maintain consistent reliability across diverse information categories. A disclosed technology describes a multi-agent pipeline that can quantify and calibrate the factual reliability of generated content. The system may operate as a black-box process where specialized agents can parse source material, generate categorized claims, and score their correctness. An evaluator agent can then apply category-specific conformal inference to filter claims that may not meet a defined statistical confidence level. This approach can provide a mechanism to manage the factuality of model outputs by providing …

Semantic Consistency Verification For Hedged Ai Inference Requests, Durga S. Kala, Tomer Rabani, Chenming Cao, Sreekanth Kanichetty, Sowmya Mothekani

Defensive Publications Series

A method includes receiving, in response to a common input transaction, a first inference response generated by a first inference stack and a second inference response generated by a second inference stack. The method includes generating a first vector embedding based on semantic content of the first inference response and a second vector embedding based on semantic content of the second inference response. The method includes determining a divergence measure between the first vector embedding and the second vector embedding. The method includes determining whether the divergence measure satisfies a semantic consistency criterion. The method includes, in response to determining …

2026 August 27 - Tennessee Weekly Drought Summary, Tennessee Climate Office, East Tennessee State University

Tennessee Climate Office Weekly Drought Summaries

No abstract provided.

The Impact Of Integrated Reporting In Rationalizing Investment Decisions And Value Enhancing, Asst Prof Dr. Muna Jabbar Mohammed

Muthanna Journal of Administrative and Economics Sciences

The current research aims to identify and understand integrated reporting reports and to demonstrate their impact in investment decisions of publicly traded companies listed on the Iraq Stock Exchange and their role in enhancing the market value of these companies. To achieve this objective, a questionnaire was distributed to a group of investors in the Iraq Stock Exchange and processed using the SPSS statistical software. The questionnaire was analyzed using several statistical methods (factor analysis, correlation coefficient, and simple linear regression). The research reached several conclusions, the most important of which is that integrated reporting reports are a means of …

The Role Of Green Accounting In Achieving Sustainable Development Through The Quality Of Accounting Information: An Empirical Study Of Iraqi Industrial Companies, Ahmed Neamah Abed, Anmar Adnan Khudhair, Farqad Mohammed Bakr Al Saadi

Muthanna Journal of Administrative and Economics Sciences

The goal of this study is to highlight the role of green accounting, both direct and indirect, via the quality of accounting information, in achieving sustainable development goals in industrial companies in Iraq. The methodology was done based on data obtained in 2026 through a questionnaire sent to a random sample of 110 employees (accountants, heads of finance departments, finance managers and internal auditors) in industrial companies listed on the Iraq Stock Exchange. Structural equation modelling (SEM) was used to test the hypotheses and pathways by applying AMOS software. Furthermore, the results indicated that the green accounting is positively and …

Non-Parametric Bayesian Modeling For Predicting Financial Market Volatility, Maab Adil Sabbar, Ahmed Imad Jawad Alradhi

Muthanna Journal of Administrative and Economics Sciences

This study examines methodological developments in modeling financial market volatility, with a particular focus on Bayesian nonparametric approaches as flexible alternatives to traditional parametric models such as GARCH and stochastic volatility frameworks. While characteristics of financial time series—including fat tails, volatility clustering, asymmetry, and structural breaks—limit the effectiveness of rigid parametric specifications, nonparametric Bayesian tools such as Dirichlet Process Mixtures offer adaptive probabilistic structures that better capture the true behavior of returns.
Using daily data from the ISX Main 60 Index, the empirical analysis shows that although the GARCH(1,1) model achieves a good statistical fit, stable volatility estimates, and accurate …

Re: Draft Final Butte Priority Soils Operable Unit Unreclaimed Sites Field Sampling And Investigation Plan: Ur-53 – South Of Surprise Dump, Mike Mcanulty

Silver Bow Creek/Butte Area Superfund Site

No abstract provided.

Re: Draft Final Butte Priority Soils Operable Unit Unreclaimed Sites Field Sampling And Investigation Plan: Ur-51 –Area Near Bres No. 50 – Zelia And Mountain Con Mine, Mike Mcanulty

Silver Bow Creek/Butte Area Superfund Site

No abstract provided.

Re: 2026 Spring Semi-Annual – Interim Site-Wide Groundwater Monitoring Data Report Silver Bow Creek Butte Area Npl Site, Butte Priority Soils Operable Unit Consent Decree-Civil Action No. Cv 89-039-Bu-She, Josh Bryson

Silver Bow Creek/Butte Area Superfund Site

No abstract provided.

Re: Draft Final Butte Priority Soils Operable Unit Unreclaimed Sites Field Sampling And Investigation Plan: Ur-41 – Montana Street And Interstate-90, Mike Mcanulty

Silver Bow Creek/Butte Area Superfund Site

No abstract provided.