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The Institutional Production Of Ethical War Across Modern Conflict, Katerina Udov Jul 2026

The Institutional Production Of Ethical War Across Modern Conflict, Katerina Udov

Binghamton University Undergraduate Journal

This paper argues that modern warfare operates through an ethical infrastructure that enables, rather than restrains, the use of violence. Contrary to the common assumption that moral frameworks such as Just War Theory function as safeguards against harm, the historical record shows that ethical language, humanitarian rhetoric, and democratic narratives serve as mechanisms to legitimize intervention, manufacture consent, and naturalize civilian suffering. Through case studies including Vietnam, Iraq, Afghanistan, U.S.-backed coups in Latin America, and French intervention in Mali, the paper traces how political leaders, media institutions, and corporate actors frame war as a moral necessity while pursuing strategic and …


The Effectiveness Of Banks’ Influence On Reducing Greenhouse Gas Emissions In Eu Agriculture, Jan Koleśnik Jul 2026

The Effectiveness Of Banks’ Influence On Reducing Greenhouse Gas Emissions In Eu Agriculture, Jan Koleśnik

Journal of Banking and Financial Economics

This article analyses the effectiveness of the banking sector in limiting greenhouse gas (GHG) emissions in European Union agriculture and the impact of EU banking groups‘ policies on their Polish subsidiaries. The study is based on data from 2019–2025 sourced from the Eurostat database, the European Banking Authority (EBA), and capital adequacy disclosures (CQ5 and CR1-B reports). The research sample included 14 EU countries with an agricultural share in GDP of between 1% and 3.6% and 62 EU banking groups at the highest level of consolidation. A linear regression model was employed, using the change in gas emissions as the …


Javokhir Attoev V. Attorney General United States Of America Jul 2026

Javokhir Attoev V. Attorney General United States Of America

2026 Decisions

Agency


Analytic Solutions To Oceanographic Kinematic Property Equations, James Turbett Jul 2026

Analytic Solutions To Oceanographic Kinematic Property Equations, James Turbett

Theses and Dissertations

With the recent advent of large submesoscale drifter deployments, interpreting the timeseries of kinematic properties (KP) - divergence, vorticity, shear, and normal strain rates observed therein is a pressing issue. The evolution equations for the four KP are derived from the two-dimensional momentum conservation equations. The resulting equations, a nonlinear coupled system of ordinary differential equations, capture the submesoscale motion of drifters along fixed ocean surfaces, with time and space scales on the order of days and kilometers. This thesis builds theory around KP timeseries behavior by solving for the analytic solutions in the particular cases that one KP is …


Applying The Ottawa Charter To Evaluate Health Literacy Outcomes Of The Little Aussie Bugs Course For Australian Early Childhood Educators, Amelia Ruscoe, Elizabeth J. Cook, Eleanor K. O'Brien, Leesa N. Costello, Gillian Kirk, Ros Sambell, Theresa Rayfield, Amanda Devine, Ruth M. Wallace Jul 2026

Applying The Ottawa Charter To Evaluate Health Literacy Outcomes Of The Little Aussie Bugs Course For Australian Early Childhood Educators, Amelia Ruscoe, Elizabeth J. Cook, Eleanor K. O'Brien, Leesa N. Costello, Gillian Kirk, Ros Sambell, Theresa Rayfield, Amanda Devine, Ruth M. Wallace

Research outputs 2022 to 2026

Early childhood offers an important opportunity to lay the foundations for lifelong health literacy. The Little Aussie Bugs (LAB) dialogic book series and online professional development (PD) course were designed to support Early Childhood Education and Care (ECEC) educators to embed health literacy concepts, including hygiene, healthy eating, and oral health, into everyday learning routines. This mixed methods study evaluated the course pilot and examined its contribution through the lens of the Ottawa Charter for Health Promotion—a framework comprising five interrelated action areas: building healthy public policy; creating supportive environments; strengthening community action; developing personal skills; and reorienting health services. …


Long-Term Inactivation Mediated By Different Fgf-A Homologues On Heterologously Expressed Nav1.2 Currents, Yenisleidy Lorenzo-Ceballos, Pedro L Martinez-Espinosa, Xiao-Ming Xia, Christopher J Lingle Jul 2026

Long-Term Inactivation Mediated By Different Fgf-A Homologues On Heterologously Expressed Nav1.2 Currents, Yenisleidy Lorenzo-Ceballos, Pedro L Martinez-Espinosa, Xiao-Ming Xia, Christopher J Lingle

2020-Current year OA Pubs

A-isoforms of cytosolic growth factor homologous factors (FGF11-14) mediate long-term inactivation (LTI) of voltage-dependent sodium (NaV) channels. LTI is a rapid onset process that is competitive with the fast inactivation (IF) intrinsic to NaV channels, with little or no interconversion between inactivated states. Since recovery from LTI is orders of magnitude slower than recovery from IF, repetitive depolarizations lead to use-dependent accumulation of NaV channels in slow recovery states, thereby limiting NaV availability during trains of action potentials. Of the two or more N-terminal splice variants of the various FGF homologues, LTI specifically arises only from the A-isoform of each …


The Asymmetric Effect Of The Rupiah Exchange Rate On Indonesia's Non-Oil And Gas Exports, Muhammad Sugiantoro, Diah Wahyuningsih, Ris Yuwono Yudo Nugroho, Widita Kurniasari, Ahmad Kamil Jul 2026

The Asymmetric Effect Of The Rupiah Exchange Rate On Indonesia's Non-Oil And Gas Exports, Muhammad Sugiantoro, Diah Wahyuningsih, Ris Yuwono Yudo Nugroho, Widita Kurniasari, Ahmad Kamil

Jurnal Ekonomi dan Studi Pembangunan

This study aims to analyze the asymmetric effect of the rupiah exchange rate on Indonesia's non-oil and gas sector exports, by considering the control variables. As well as identifying whether Indonesia's non-oil and gas sector exports are more responsively influenced by rupiah exchange rate depreciation or rupiah exchange rate appreciation. The analysis technique used is Nonlinear Autoregressive Distributed Lag (NARDL) with quarterly data from 2016 to 2023. The results showed that the rupiah exchange rate has an asymmetric effect on Indonesia's non-oil and gas sector exports, both in the short and long term. Depreciation and appreciation of the rupiah exchange …


Adaptive Multi-Format Prompt Preprocessing Using Unified Reinforcement Learning Framework, Katyayani Kiranmayee Kolluru, Shivam Mohan Jul 2026

Adaptive Multi-Format Prompt Preprocessing Using Unified Reinforcement Learning Framework, Katyayani Kiranmayee Kolluru, Shivam Mohan

Defensive Publications Series

The present disclosure provides a system for adaptive multi-format prompt preprocessing using a unified reinforcement learning framework. The system includes a prompt-type classifier (116) configured to identify a format type of an input prompt, wherein the format type includes one of natural language text, code, log, hybrid content, or error trace, the prompt-type classifier (116) being configured in some embodiments to perform deterministic rule-based classification. The system further includes a feature extraction layer (118) configured to produce a multi-modal representation of the input prompt capturing structural, linguistic, and semantic signals. The system also includes a hierarchical reinforcement learning policy engine …


Emotionally Coherent Procedural World Generation: Environmental Psychology As A Generative Framework For Automated 3d World Construction, Michael D. Conduit Jul 2026

Emotionally Coherent Procedural World Generation: Environmental Psychology As A Generative Framework For Automated 3d World Construction, Michael D. Conduit

Defensive Publications Series

This disclosure describes a method and system for procedurally generating three-dimensional virtual environments whose spatial composition, asset placement, and atmospheric properties are driven by parameters derived from empirical environmental psychology research. The core innovation is the use of multi-dimensional emotional profile vectors — parameterised from validated human perception studies including prospect-refuge theory, vastness-awe research, and spatial density psychology — as the primary control surface for an automated world generation pipeline.

Unlike prior approaches that use aesthetic heuristics, noise-based randomness, or manual artist direction, the system described here encodes psychological research findings directly as generative constraints. The result is environments in …


Persistent Driver Signatures For Software-Defined Vehicles, Sean C. Keys, Karsten Knese Jul 2026

Persistent Driver Signatures For Software-Defined Vehicles, Sean C. Keys, Karsten Knese

Defensive Publications Series

This disclosure describes a system that enables software-defined vehicles (SDVs), smart cars, or connected autonomous vehicles to adjust their advanced driver assistance systems (ADAS) based on a persistent driver signature. The driver signature acts as a portable digital identity or user profile representing a driver’s unique physiological and behavioral tendencies, such as typical steering and braking patterns. Instead of storing raw data like video files, the system relies on a cloud database to store a secure mathematical model (a vector or tensor) that represents these individual habits. At the beginning of each trip, the SDV identifies the driver using a …


Ct-Derived Epicardial Adipose Tissue Density And Its Association With Systemic Inflammation And Functional Impairment In Heart Failure With Preserved Ejection Fraction: A Prospective Cross-Sectional Study From Oman, Arif Albulushi, Ahmed Tawfek, Ahmed Basuoni Jul 2026

Ct-Derived Epicardial Adipose Tissue Density And Its Association With Systemic Inflammation And Functional Impairment In Heart Failure With Preserved Ejection Fraction: A Prospective Cross-Sectional Study From Oman, Arif Albulushi, Ahmed Tawfek, Ahmed Basuoni

Journal of the Saudi Heart Association

Background: Heart failure with preserved ejection fraction (HFpEF) is strongly influenced by cardiometabolic comorbidity and systemic inflammation. Epicardial adipose tissue (EAT) is a biologically active visceral fat depot in direct contact with the myocardium, and CT-derived EAT density (attenuation) may reflect inflammatory adipose remodeling beyond adipose quantity alone. However, the clinical relevance of EAT density in HFpEF remains uncertain.

Objectives: To evaluate the association of CT-derived EAT density with systemic inflammatory biomarkers, functional capacity, health status, and echocardiographic indices of HFpEF severity in a prospective cross-sectional cohort.

Methods: In a prospective cross-sectional study conducted between January and July 2024 at …


Dnp Final Report: Impact Of Education For Public School Caregivers On Reducing Complications In Type 1 Diabetes, Jena Decanter Jul 2026

Dnp Final Report: Impact Of Education For Public School Caregivers On Reducing Complications In Type 1 Diabetes, Jena Decanter

DNP Final Reports

Abstract Background: Children with Type 1 diabetes (T1D) rely on school personnel to recognize symptoms and respond to diabetes-related emergencies during the school day. However, many rural school districts lack standardized training for staff responsible for supporting students with chronic health conditions. Purpose: This quality improvement project evaluated the feasibility and educational impact of a brief, self-paced, evidence-based diabetes education program designed to improve school personnel knowledge and response confidence related to T1D management. Methods: A quality improvement design was used in which school personnel with direct student contact completed an asynchronous educational module. Outcome measures included the Michigan Diabetes …


Enhancing Construction Simulation Optimization Performance Through Variance Reduction Techniques, Mohammed Mawlana, Amin Hammad Jul 2026

Enhancing Construction Simulation Optimization Performance Through Variance Reduction Techniques, Mohammed Mawlana, Amin Hammad

College of Architecture and the Built Environment Faculty Papers

Simulation optimization has been used to analyze construction operations and support planning decisions under uncertainty. It enables the identification of effective planning strategies throughout a project’s lifecycle. However, the use of stochastic simulation to evaluate alternative strategies results in higher computational demands and the generation of inferior solutions within the resulting optimal solutions. This study examines the feasibility of overcoming these issues by implementing variance reduction techniques into a discrete-event simulation optimization framework. Three variance reduction techniques are evaluated in a case study: Common Random Numbers, Antithetic Variates, and a combined application of both. While these techniques are well established …


Vibro-Seismic Approach For Remediation Of Near-Wellbore Damage, Mounira Ahmed Abdallah Jul 2026

Vibro-Seismic Approach For Remediation Of Near-Wellbore Damage, Mounira Ahmed Abdallah

Theses and Dissertations

The research highlights the importance of vibro-seismic technology in the oil and gas industry. The primary objective of this study is to demonstrate how the vibro-seismic method enhances formation properties which are porosity, and permeability. Ultimately, this will lead to improved productivity and its application to remove the wellbore damage.

The research discusses whether or not the formation properties will be enhanced by the optimized acoustic vibration formation parameters. The thesis details laboratory experiments on core plugs, and four key findings are presented. The experimental work first showed that the use of the proper and optimum parameters enhanced the porosity …


Role Of Guidelines, Legislation, Litigation And Mechanisms For Sudep Communication In The Uk And In The Usa: A State-Of-The-Art Review, Rohit Shankar Jul 2026

Role Of Guidelines, Legislation, Litigation And Mechanisms For Sudep Communication In The Uk And In The Usa: A State-Of-The-Art Review, Rohit Shankar

Peninsula Medical School

IntroductionSudden unexpected death in epilepsy (SUDEP) remains a leading cause of premature mortality in people with epilepsy despite decades of research and guideline development.MethodsThis state-of-the-art narrative review synthesises multidisciplinary evidence from clinical guidelines, epidemiology, legal frameworks, policy initiatives, and advocacy sources in the United Kingdom (UK) and United States of America (USA). The review is structured to examine current practice (“where are we now”), evolution of influencing mechanisms (“how did we get here”), and future directions for improving SUDEP prevention (“where should we go next”).ResultsWhere are we now SUDEP risk communication remains inconsistent despite clear guideline recommendations. Implementation is hindered …


Developmental Stability Of Task-Rest Neural Efficiency In Youth Using A Threat And Cognitive Control Task, Parmis Khosravi, Julia O. Linke, Anjali D. Poe, Chase Antonacci, Reut Naim, Elise M. Cardinale, Katharina Kircanski, Anderson M. Winkler, Nathan A. Fox, Daniel Samuel Pine, Simona P. Haller Jul 2026

Developmental Stability Of Task-Rest Neural Efficiency In Youth Using A Threat And Cognitive Control Task, Parmis Khosravi, Julia O. Linke, Anjali D. Poe, Chase Antonacci, Reut Naim, Elise M. Cardinale, Katharina Kircanski, Anderson M. Winkler, Nathan A. Fox, Daniel Samuel Pine, Simona P. Haller

School of Medicine Publications

Behaviors arise from coordinated neural activity across diverse spatial and temporal scales. Prior work has linked better task performance and cognitive functioning to patterns of global network connectivity requiring minimal reconfiguration when switching between task demands. This metric indexing similarity in functional connectivity across task and rest has been termed “neural efficiency.” Here we assess stability of neural efficiency over approximately 3 years in adolescence, specificity across two task-rest combinations and associations with anxiety. At approximately age 16 and/or 19, 95 participants completed a resting state scan alongside a cognitive control and/or threat task. Neural efficiency was quantified as partial …


Dynlp: Parallel Dynamic Batch Update For Label Propagation In Graph-Based Semi-Supervised Learning, S. M. Shovan, Arindam Khanda, S. M. Ferdous, Sajal K. Das, Mahantesh Halappanavar Jul 2026

Dynlp: Parallel Dynamic Batch Update For Label Propagation In Graph-Based Semi-Supervised Learning, S. M. Shovan, Arindam Khanda, S. M. Ferdous, Sajal K. Das, Mahantesh Halappanavar

Computer Science Faculty Research & Creative Works

Semi-supervised learning aims to infer class labels using only a small fraction of labeled data. In graph-based semi-supervised learning, this is typically achieved through label propagation to predict labels of unlabeled nodes. However, in real-world applications, new data often arrives in batches, and stale data often becomes irrelevant. Each time a new batch appears, reapplying the traditional label propagation algorithm to recompute all labels is redundant, computationally intensive, and inefficient. To address the absence of an efficient label propagation update method, we propose DynLP, a novel GPU-centric Dynamic Batched Parallel Label Propagation algorithm that performs only the necessary updates, propagating …


Shanghai In The 1930s, The German Civil Code And The Tragic Story Of A Brilliant Legal Mind, Lutz-Christian Wolff Jul 2026

Shanghai In The 1930s, The German Civil Code And The Tragic Story Of A Brilliant Legal Mind, Lutz-Christian Wolff

Notre Dame Journal of International & Comparative Law

No abstract provided.


From Vulnerability To Justice: Reframing Indigenous Disaster Recovery Through A Human Rights-Based Lens, Portia Ozioma Chigbu Jul 2026

From Vulnerability To Justice: Reframing Indigenous Disaster Recovery Through A Human Rights-Based Lens, Portia Ozioma Chigbu

Notre Dame Journal of International & Comparative Law

Indigenous populations regard their cultural identity as central to their way of life, and their traditional lifestyles often place them in remote areas, isolating them from mainstream society. This isolation creates a unique set of human rights challenges, such as limited access to healthcare, restricted political representation, housing insecurity, and poor living conditions, making them especially vulnerable compared to other groups. In the context of climate change and the rising frequency of natural disasters worldwide, these vulnerabilities become more protracted and intensified. Since Indigenous populations already face structural disadvantages before disasters strike, such events deepen their vulnerabilities, increase their risk …


The Art Of Misuse: Could The European Union Benefit From The U.S. Copyright Doctrine?, Isabella Fazio Jul 2026

The Art Of Misuse: Could The European Union Benefit From The U.S. Copyright Doctrine?, Isabella Fazio

Notre Dame Journal of International & Comparative Law

No abstract provided.


Community Ai Resilience: A Five-Pillar Framework For Preparing Communities For An Ai-Transformed World, Robin D. Anderson, Nicholas A. Curtis Jul 2026

Community Ai Resilience: A Five-Pillar Framework For Preparing Communities For An Ai-Transformed World, Robin D. Anderson, Nicholas A. Curtis

Faculty Scholarship

Current artificial intelligence readiness strategies focus almost exclusively on two priorities: expanding access to AI tools and developing a technical workforce. While necessary, these efforts are insufficient. AI seems likely to transform how people work and, with that, to reshape how individuals derive meaning, how families function, and how communities organize. This paper presents the Community AI Resilience Framework, a five-pillar model addressing the human systems dimensions of AI transformation: (1) Economic Resilience and Regulatory Adaptation; (2) Social Cohesion and Belonging Infrastructure; (3) Psychological Resilience and Identity Reconstruction; (4) Civic and Educational Renewal; and (5) Ecological and Leisure Commons Management. …


Synergistic Effects Of Arbuscular Mycorrhizal Fungi And Foliar Nitrogen–Phosphorus Application On Maize Productivity Under Irrigated And Rainfed Conditions, Mst. Lailatul Ferdows, Saima Biswas, Mizanur Rahman, F. M.Jamil Uddin, Md. Nayan, Aporna Tabassum Api, Mohaiminul Islam, Nadia Islam, Swapan Kumar Paul, Md. Harun Rashid Jul 2026

Synergistic Effects Of Arbuscular Mycorrhizal Fungi And Foliar Nitrogen–Phosphorus Application On Maize Productivity Under Irrigated And Rainfed Conditions, Mst. Lailatul Ferdows, Saima Biswas, Mizanur Rahman, F. M.Jamil Uddin, Md. Nayan, Aporna Tabassum Api, Mohaiminul Islam, Nadia Islam, Swapan Kumar Paul, Md. Harun Rashid

School of Earth, Environmental, & Marine Sciences Faculty Publications

A field experiment was conducted at the Agronomy Field Laboratory of Bangladesh Agricultural University to evaluate the effects of arbuscular mycorrhizal fungi (AMF) inoculation and foliar supplementation of nitrogen (N) and phosphorus (P) on the performance of maize (Zea mays L.) under irrigated and rainfed conditions. The experiment followed a randomised complete block design with two levels of AMF (inoculated and non-inoculated) and four foliar treatments (no N and P, N only, P only, and combined N + P). The recommended dose of fertiliser (RDF) was applied as a soil application to all treatments. AMF inoculation significantly increased grain yield …


Perez V. Meisner Jul 2026

Perez V. Meisner

All Decisions

In this HP proceeding, a default order and money judgment had been entered against Respondent-owners before they appeared by counsel. The court vacated the default judgment, finding Respondent-owners presented a reasonable excuse for their non-appearance and a meritorious defense. The court reaffirmed the April 2025 order to correct and allowed Respondent-owners to file a late answer.


Mapping And Diagnosing Local Climate Zones For Urban Heat Assessment And Planning In Tropical Cities, Inuwa Sani Sani, Adi Wibowo Jul 2026

Mapping And Diagnosing Local Climate Zones For Urban Heat Assessment And Planning In Tropical Cities, Inuwa Sani Sani, Adi Wibowo

Journal of Environmental Science and Sustainable Development

Rapid urbanization and rising heat risk are intensifying thermal stress and environmental degradation in tropical cities. This study applies the Local Climate Zone (LCZ) framework to examine how urban morphology influences land surface temperature (LST) and to support evidence-based urban planning and climate adaptation in Makassar, Indonesia. We hypothesized that compact built LCZs (1–3) exhibit significantly higher LST than vegetated LCZs (A–G). Landsat 8 OLI and MODIS LST datasets (2013–2023) were processed in Google Earth Engine to evaluate decade-long urban development and thermal dynamics. LCZs were classified using a Random Forest (RF) model trained with approximately 100 manually digitized polygons …


High-Order Brain Interactions During Ketamine-Induced State Changes: A Functional Marker Of Response In Late-Life Treatment-Resistant Depression?, Krisha Shah, Rubén Herzog, Alan C Swann, Brittany O'Brien, Rahul Balakrishnan, Sanjay J Mathew, Nicholas Murphy Jul 2026

High-Order Brain Interactions During Ketamine-Induced State Changes: A Functional Marker Of Response In Late-Life Treatment-Resistant Depression?, Krisha Shah, Rubén Herzog, Alan C Swann, Brittany O'Brien, Rahul Balakrishnan, Sanjay J Mathew, Nicholas Murphy

Faculty, Staff and Students Publications

Ketamine is a fast-acting intervention for treatment-resistant depression (TRD), yet only a subset of patients show robust clinical response, and the underlying neural mechanisms remain unclear. High-order interactions (HOI) derived from multivariate information theory provide a framework for examining nonlinear dependencies among brain regions beyond pairwise connectivity. One such metric, the O-information, captures the balance between synergistic and redundant interactions across three or more variables. In this secondary analysis of a randomized, double-blind, midazolam-controlled trial (NCT02556606), we examined EEG-derived HOI in 30 late-life veterans with TRD following a single 40-minute intravenous infusion of ketamine (0.1, 0.25, 0.5 mg/kg; n = …


Utilization Of Egyptian Flax For Industrial Applications: Sustainable Composite Tubes From Egyptian Flax Cord, Rania El Deeb, Alaa Arafa Badr, Shaimaa Youssef El-Tarfawy, Ahmed H. Hassanin, Ashraf Elnahrawy, Abdelhamid R. Aboalasaad Jul 2026

Utilization Of Egyptian Flax For Industrial Applications: Sustainable Composite Tubes From Egyptian Flax Cord, Rania El Deeb, Alaa Arafa Badr, Shaimaa Youssef El-Tarfawy, Ahmed H. Hassanin, Ashraf Elnahrawy, Abdelhamid R. Aboalasaad

Mansoura Engineering Journal

The growing demand for eco-friendly products has increased interest in natural fibers such as flax for composite materials, yet high costs limit industrial adoption. This research aims to utilize less expensive Egyptian flax secondary fibers and multifunctional characterization of locally produced flax cords to develop high-performance composite tubes via filament winding. An additional objective is to treat these fibers for technical applications, offering a sustainable alternative to synthetic materials.

Egyptian flax cords were processed using a filament winding technique to fabricate composite tubes. The study investigated the effects of varying the number of layers (e.g., 80/14 and 40/14/40 configurations), the …


A Hybrid Densenet121-Inceptionv3 Model For Multi-Output Race And Gender Classification, Maiwan Bahjat Abdulrazzaq, Mayyadah Ramiz Mahmood, Sardar Hasen Ali, Azar Abid Salih Jul 2026

A Hybrid Densenet121-Inceptionv3 Model For Multi-Output Race And Gender Classification, Maiwan Bahjat Abdulrazzaq, Mayyadah Ramiz Mahmood, Sardar Hasen Ali, Azar Abid Salih

Iraqi Journal for Computer Science and Mathematics

This research proposes and validates a novel Hybrid DenseNet121-InceptionV3 architecture for robust multi-output demographic classification from facial images, with a focus on optimizing both time efficiency and parameter utilization. The model was trained on a curated subset of the UTKFace dataset comprising 4,000 images, balanced across four racial groups with equal gender distribution. Our hybrid approach processes images through parallel feature extractors, strategically combining DenseNet121's parameter-efficient feature reuse with InceptionV3's multi-scale analysis capabilities. This architectural synergy achieves superior performance while maintaining computational efficiency. Through rigorous 3-fold cross-validation, the hybrid model demonstrated significant advantages in accuracy and training time, achieving 98.35% …


Coupled-Pendulum Modeling In An Ode Class: An Assignment On Fourier-Initialized Gradient Descent In Machine Learning, Huy Truong, Andrew Bennett Jul 2026

Coupled-Pendulum Modeling In An Ode Class: An Assignment On Fourier-Initialized Gradient Descent In Machine Learning, Huy Truong, Andrew Bennett

CODEE Journal

As data-driven methods are increasingly used in science and engineering, students benefit from learning to integrate machine learning techniques with traditional mathematical modeling. We present a hands-on extra-credit assignment for an undergraduate ordinary differential equations (ODE) course that enables students to compare classical analytical methods with data-driven approaches on the same physical system. Using a coupled-pendulum system---two pendulums connected by a spring---with real experimental data acquired via video tracking of a real physical setup, students work through three models in a guided Jupyter notebook with all code provided. First, they fit a neural network with Fourier features as a purely …


Direct Representation And Negotiorum Gestio In Scots Law, Jonathan Brown Jul 2026

Direct Representation And Negotiorum Gestio In Scots Law, Jonathan Brown

Journal of Civil Law Studies

The Scottish Court of Session recognized, in 1887, that “it is a frequent case, if a man is not able to manage his affairs, and has a relative who is willing to take the responsibility, there are many instances in which, without their coming to the court… the management goes on with his assistance.” This being an arguably frequent occurrence has not resulted in it being a commonly litigated occurrence, and the topic of law engaged by this state of affairs—negotiorum gestio—is critically understudied within Scotland (and, arguably, other Civilian and mixed legal systems). Like Louisiana, Scotland is a ‘mixed’ …


Collaboration, Coopération Et Intérêt Commun : La Fluidité De L’Exigence De Bonne Foi En Droit Égyptien Et Français Des Contrats, Rana Mohammad Safi Jul 2026

Collaboration, Coopération Et Intérêt Commun : La Fluidité De L’Exigence De Bonne Foi En Droit Égyptien Et Français Des Contrats, Rana Mohammad Safi

Journal of Civil Law Studies

Le contrat, étant la source d’obligation primordiale dans la société, a connu une évolution remarquable depuis le XIXe siècle. Créant des obligations réciproques, le contrat peut être perçu sous un prisme antagoniste, chaque contractant veillant à ses propres intérêts avant les intérêts du cocontractant. Cependant, le droit des obligations connut une émergence des devoirs contractuels, notamment avec l’introduction de la bonne foi, renforcée au cours du temps pour inclure, en plus de l’honnêteté, les devoirs d’information, de loyauté et de coopération. Certains ont même considéré que cette évolution a conduit à une « crise du contrat » affaiblissant le fondement …