Digital Commons Network^™

Causing Or Risking Climate Catastrophe, Donald Braman, Aaron Regunberg, David Arkush

GW Law Faculty Publications & Other Works

This Essay explores the potential criminal liability of major fossil fuel companies (FFCs) under state laws prohibiting reckless conduct that causes or risks catastrophe. Using Pennsylvania's criminal code § 3302 as a case study, we argue that FFCs' decades-long pattern of deceptive conduct regarding climate change—continuing to aggressively market and sell fossil fuels while actively concealing and denying the catastrophic risks their own scientists had identified—constitutes criminal behavior under these statutes. We demonstrate how FFCs' actions satisfy the key elements of these crimes: they created risks of catastrophe through their emissions and disinformation campaigns, acted recklessly in doing so given …

State V. Morillo, 285 A.3d 995 (R.I. 2022)., Ryan J. Becker

Roger Williams University Law Review

No abstract provided.

Representing Trauma: Empathy, Sexual Violence, And Secondary Trauma In Courtrooms And Classrooms, Dr. Laura Mattoon D’Amore

Roger Williams University Law Review

No abstract provided.

Traditional Notions Of Fair Play And Substantial Justice?: The Interplay Between Remote Work, State Regulations, And Personal Jurisdiction, Kathryn M. Couture

Roger Williams University Law Review

No abstract provided.

Finops-Driven Cloud Optimization Models For Enterprise Applications, Manikantha Varaprasad Inakollu

Computer Science and Engineering Faculty Publications

Cloud computing has revolutionized enterprise IT infrastructure, yet escalating costs and resource inefficiencies threaten to undermine these benefits. This research examines FinOps-driven optimization models that enable organizations to balance cloud performance, cost efficiency, and business value. The study addresses the critical challenge enterprises face in managing cloud expenditures while maintaining operational excellence. Through comprehensive analysis of FinOps principles and practical optimization frameworks, we develop models that integrate financial accountability, technical efficiency, and business alignment. Our research demonstrates that organizations implementing structured FinOps practices achieve 25-40% cost reductions without compromising application performance. The study contributes both theoretical frameworks for understanding cloud …

Enhancing Erp Auditability And Compliance Using Permissioned Blockchain, A Framework For Transparent And Immutable Enterprise Resource Planning Systems., Manikantha Varaprasad Inakollu

Computer Science and Engineering Faculty Publications

Enterprise Resource Planning systems serve as the backbone of modern organizational operations, yet their centralized architecture creates significant challenges for auditability and regulatory compliance. This research proposes a permissioned blockchain framework to enhance ERP auditability by creating immutable, transparent, and traceable records of all system transactions and modifications. The study addresses critical gaps in current ERP systems where transaction histories can be altered, audit trails prove insufficient, and compliance verification remains cumbersome. Through examination of existing ERP limitations and blockchain capabilities, we develop an integrated architecture that maintains operational efficiency while providing cryptographic assurance of data integrity. Our framework employs …

Developing A Professional Identity: Lessons For Women, Bipoc, And First Generation Law Students From The Canaries In The Coalmines, Christine Venter

Journal Articles

From the Article

This Article explores the concept of professional identity formation in the law, particularly as it pertains to women and lawyers of color. The topic of professional identity formation is an understudied area in legal education, despite the ABA’s new Standard 303(b)(3), which requires law schools to provide substantial opportunities for the development of professional identity. In the legal field, professional identity is often conflated with professionalism, which leads to confusion about how law schools should best prepare their students for their professional lives, and fails to fully equip students to join the profession.

Studies from other professions …

Behavioral Activity Budget Of Grower Beetal Kids Offered Total Mixed Ration Under Stall-Fed System, Priya Dhattarwal, Mandeep Singla, Sandeep Kaswan, Ravinder Singh Grewal, Neeraj Kashyap, Dalpat Singh Malik

Turkish Journal of Veterinary & Animal Sciences

This study investigates the behavioral activities of grower Beetal kids fed in a conventional method-control group manner orgiven total mixed ration (TMR) (i.e. hay-based - T1 and green fodder-based - T2). Twenty-four weaned Beetal kids were enrolled andrandomly distributed into 3 groups based on their body weight, sex, and age. Behavioral observations were recorded 30 min after givingexperimental ration to the kids using the scan sampling method for 1 h, which inferred time spent eating normally, eating with forelegson the cage, and eating with forelegs on the feeders; standing idle and urination were significantly higher in the control group than …

A Framework For Scientific Data Indexing, Searching And Sharing, Apoorva Mohite

Master's Projects

Scientific data continues to grow. Wildfire simulation experiments performed by the WIRC team at SJSU have generated over 138 TB of data so far and it is expected to keep growing. It becomes difficult for researchers to search through that data to find the data of their interest. This data is stored on an HPC cluster that external users do not have access to. The WIRC team also conducts experiments and publishes their research, but the size of data makes it difficult to share these datasets. This project introduces a novel solution to indexing scientific data, searching through the data …

Credit Score-Based Lending System On The Ethereum Platform, Mayuri Shimpi

Master's Projects

Traditional banking systems act as intermediaries, assessing risks and profiting from interest rate differentials. Credit scores, provided by trusted bureaus, are commonly used to evaluate the creditworthiness of borrowers. Cryptocurrencies have emerged as a significant and innovative medium due to their decentralized nature, operating without reliance on a central authority, such as a government.

This report describes a project to implement the Autonomous Lending system on the Ethereum Platform (ALOE), as proposed in [1], aiming to seamlessly integrate traditional credit scoring methodologies for evaluating a borrower's risk of default. The objective of this project report is to establish a robust …

Ml-Based User Identification Through Mouse Dynamics, Rakshit Gupta

Master's Projects

User authentication and identification plays a crucial role in ensuring the security and integrity of digital systems. Traditional authentication methods, such as passwords and biometrics, have inherent limitations that can compromise system security. This research proposes a novel approach to user authentication by leveraging machine learning techniques and behavioral biometrics, specifically mouse dynamics. The primary objective is to develop a sophisticated framework that can accurately identify individuals based on their unique mouse behavior patterns. The study explores and compares multiple deep learning architectures, including Convolutional Neural Networks (CNN), Long Short-Term Memory networks (LSTM), and Transformer models, to generate embeddings from …

Analysis And Application Of Adaptive Ml Algorithms For Malware Classification, Rashmi Boddukuri

Master's Projects

Malware classification is the process of distinguishing malware samples into categories of malware families that it is associated with and remains a critical step in the process of mitigating malware-related threats. In recent years, machine learning techniques have emerged as a powerful tool for such malware classification tasks. In this study, we explore the application of adaptive machine learning models to malware classification in order to analyze and determine how they compare in performance to similar but non-adaptive algorithms. The results achieved in this study share insight into the strengths and limitations of adaptive learning models when applied towards malware …

Distinguishing Chatbot From Human, Gauri Anil Godghase

Master's Projects

There have been many recent advances in the field of Generative Artificial Intelligence and Large Language Models, with GPT 3 or ChatGPT model being one of the frontrunners in this field. These large language models have become so powerful that it has become difficult to differentiate between text written by humans and machine-generated text. This paper proposes a solution to the problem of classification of the origin of data (human or chatbot) by using Machine Learning. In addition, the proposed solution also helps us analyze the text generated by such Language Models and understand the underlying patterns present in the …

Adaptive Metric-Driven Load Balancing For Specialized Clusters Using Nginx, Juhi Raju Malkani

Master's Projects

Adaptive Metric-Driven Load Balancer is an innovative two-tier load-balancing system that uses NGINX and Prometheus to optimize resource allocation in specialized cloud clusters. This framework is built to give great performance and flexibility and runs on Google Kubernetes Engine (GKE), but it may also be deployed on local cloud environments for added security. The first tier of our system uses an NGINX-based load balancer to route incoming requests based on content type, sending traffic to hardware-optimized clusters for processing requests through specialized hardware. In our algorithm, the second tier dynamically modifies load distribution throughout each cluster by calculating pod weights …

Embracing Mindfulness-Based Professional Development In Early Childhood Education, Drew Giles

Dissertations

There is a growing need for school districts to identify additional strategies to support the work-related stress and emotional labor ingrained in an early educator’s career. By orienting early childhood education (ECE) staff to mindfulness practices, education leaders may identify new approaches to assist early childhood educators’ well-being, building healthy work atmospheres, and activities to shift the culture in early childhood settings. This study employs a qualitative exploratory research design, specifically video documentary methodology to better understand how early childhood educators experience a mindfulness-based professional development (MBPD) program designed for ECE staff, explore what they say education leaders should know …

(Miss)Educated Latino Males: Academic Preparedness, Navigation, And Retention At 2-Year Colleges, Nannette Stephanie Regua

Dissertations

This study centers Latino males, first generation, first year students at four 2-year colleges in the Silicon Valley by understanding their experiences in transferable English 1A Writing Composition course and looking at the acts of instilling a sense of belonging and mattering by institutional agents and support services that are invaluable to student retention and success. The purpose of this study is to determine Latino male students’ perceptions of academic preparation, navigation, and success in higher education after the implementation of California Assembly Bill 705. My findings revealed important themes that map onto conceptual frameworks, most notably the Community Cultural …

Effect Of A Brief Coping Intervention On Activity Of Target Organs Of The Sympathetic And Parasympathetic Nervous Systems During Stress, Kyle P. Rawn

Theses and Dissertations--Psychology

Stress is a critical aspect of the human experience and how an individual responds to stress can shape future outcomes, such as physical and mental health, as well as shape the patterns of stress responding that persist throughout one’s lifespan. Coping is a central element of stress responding and can strongly influence the outcome of the stress process. Successful coping can alleviate stress, but ineffective coping may lead to less-than-optimal responding. For example, aspects of the biological stress response, such as activity of target organs for the sympathetic and parasympathetic nervous systems, have important implications for future susceptibility to health …

Hormonal Effects On Adhd Symptoms In Adolescents Across The Menstrual Cycle, Ashley G. Eng

Theses and Dissertations--Psychology

Background: Females with attention-deficit/hyperactivity disorder (ADHD) become particularly impaired during adolescence, experiencing increased rates of depression and anxiety, as well as important public and personal health outcomes like increased suicide attempts, risky sexual behavior, and substance use. However, female-specific risk factors for ADHD have been vastly understudied despite this increased impairment and comorbidity. One particularly understudied risk factor is the dramatically rising and fluctuating levels of ovarian hormones during late puberty that begin cycling monthly. In adult women, rapid decreases in estrogen levels increase risk for ADHD symptoms across the menstrual cycle, particularly for those with high trait impulsivity. Preliminary …

A Mixed-Methods Study Exploring Free Nicotine Replacement Therapy As A Strategy To Promote Tobacco Treatment Equity At Cancer Center Cessation Initiative Sites, Marguerite A. Webster

Theses and Dissertations--Psychology

Nicotine replacement therapy (NRT) is a safe, efficacious smoking cessation treatment for cancer patients; however, equitable access is limited due to insurance gaps. Offering free NRT to patients with cancer has potential to increase tobacco treatment engagement and promote equity. This mixed-methods study aims to describe how some Cancer Center Cessation Initiative (C3I) sites implemented free NRT within their tobacco treatment programs (TTPs) to inform future development of equitable TTPs. Participating sites’ (N=9) TTP and patient population characteristics were assessed via survey and analyzed with descriptive statistics. Semi-structured interviews were conducted with 16 individuals and analyzed using directed …

Terror And Time: Analyzing Homegrown Terrorism In The United States, Kyser Daniels-Baessler

Theses and Dissertations

The events of September 11th, 2001, prompted a global reckoning with the threat of international terrorism, leading to intensified awareness and policy responses worldwide. However, amidst this heightened global focus, the United States has faced a concerning rise in politically motivated violence on its soil. Against this backdrop, this thesis delves into the phenomenon of homegrown terrorism within the United States from 2000 to 2020. By employing advanced geospatial techniques, this study seeks to pinpoint areas nationwide with elevated rates of homegrown terrorist incidents. Moreover, it endeavors to uncover potential temporal correlations between these acts of violence and significant events, …

Intimate Partner Violence And Parent Perceptions Of Their Emotional Bond To Their Children, Lia T. Mclanahan

Doctor of Psychology (PsyD)

As research on intimate partner violence (IPV) continues to grow and there are more ways of defining IPV and identifying its differing forms, a related topic of interest has become the impact IPV has on families (Fong et al., 2019). Similarly, research on IPV as a form of trauma and its implications is well-researched for both children and adults, as is the research on trauma and attachment (Cook et al., 2017). However, there seems to be a lack of research on how parent–child attachment is predicted by IPV. The present study aimed to assess how parent perceptions of their level …

Weathering The Storm: Risk And Resiliency Factors In Transgender And Gender-Diverse Youth, Haley R. Hedrick

Doctor of Psychology (PsyD)

Compared with their cisgender peers, transgender and gender-diverse (TGD) youth face unique and significant risk factors and are at increased risk for health disparities due to intersectional psychosocial factors including high prevalence of childhood trauma, discrimination and minority stress, societal stigma, and lack of access to competent, comprehensive, gender-affirming healthcare. A total of 180 participants were included in the current study, comprised of a clinically-derived sample of TGD youth aged 8–20 years (M = 14.42, SD = 2.17), and their parents. The current study examined risk and resilience variables relevant to TGD youth, with specific focus on adverse childhood events, …

Communication Decency Act And The Intellectual Property Exception, Casey Windsor

American University Business Law Review

As the internet proliferated in the 1990s, Congress became concerned with courts impeding the advancement of the internet and the distribution of obscene materials. Congress passed Section 230 of the Communication Decency Act (CDA), which was part of the Telecommunications Act of 1996. Section 230(c), known as the “Good Samaritan” provision, gave broad immunity to interactive computer services providers (ISPs) who monitor third-party content posted to their website.3 Section 230 created the regulatory foundation for modern day ISPs, including social media websites like Facebook.

Accidental Corporate Social Norms, David Kwok

American University Business Law Review

Corporations deliberately attempt to shape social norms through advertising, publicity, and political contributions. This paper considers the threat of corporations’ accidental influence on social norms and expectations. When corporations have accidents, we frequently focus on direct harms: an oil platform may catch fire and explode, leading to environmental and human losses. These accidents may also impact social norms, though. If users stay with a dominant social networking firm despite repeated data privacy breaches, for example, people might come to accept a lack of data privacy. Dominant firms may inadvertently facilitate rapid reshaping of societal expectations. Judicial recognition of this threat …

High-Frequency Traders: How The Sec Can Tighten Regulation While Maintaining The Benefits Of A Competitive Market, John I. Sanders

American University Business Law Review

In 2010, the so-called “Flash Crash” of the U.S. stock market brought the overlooked practice of high-frequency trading into the spotlight for the first time. Initial efforts to study and curtail the practice, including a transaction fee pilot attempted by the Securities and Exchange Commission in 2018, have been unsuccessful. After outlining the substantial benefits market participants gain from the activities of high-frequency traders, this article argues that there are three potent and readily available tools for limiting the harmful excesses of those traders: (i) aggressively bring market manipulation charges under § 9(a)(2) of the Exchange Act against those who …

Clothes Captioning: The Demand For A Sustainable Fashion Industry And The European Union’S Push For Digital Product Passports, Grace Baer

American University Business Law Review

First, this Comment will provide background on the demand for transparency on the fashion industry, its response, and the regulatory framework proposed by the EU. Then, Part III will argue that the ESPR and the SSCT fall short of meeting the EU’s objectives because their requirements, as applied to textiles, are too stringent; their enforcement and effect on trade partners too disparate; and the risk of businesses’ intellectual property too high. In Part IV, this Comment will recommend that the EU strengthen its proposals by providing guidance on enforcement, equal treatment of small and medium-sized enterprises (“SMEs”) in the textile …

The Domestic And International Limitations Of The Third-Party Doctrine In The Digital Age, Miguel E. Serrano

American University Business Law Review

This Comment argues that the third-party doctrine further alienates EU-U.S. partnerships because the doctrine subverts privacy interests as binding legal precedent. Part II will explore the history of the third-party doctrine up until the Carpenter decision and explain why U.S. privacy rights are linked with access to third-party information. This Comment will further outline EU data protection laws, EU legislation, and the CJEU’s Schrems II decision. In Part III, this Comment will also analyze the new data protection framework, Executive Order 14086, and discuss whether it fails to overcome the CJEU’s concerns over U.S. privacy laws for EU subjects. By …

Rediscovering Adam Smith: An Inquiry In The Rule Of Law, Competition, And The Future Of The Federal Trade Comission, Melissa Holyoak, Christopher G. Mufarrige

American University Business Law Review

It is my privilege to be here to celebrate the 40th anniversary of the Competitive Enterprise Institute (³CEI´), along with the 300th birthday of Adam Smith. For decades, CEI has been at the vanguard of free-market advocacy, and it is wonderful to combine CEI's anniversary with a celebration of Adam Smith. I will start with a standard disclaimer: The views I express today are my own. They do not necessarily represent those of the Federal Trade Commission (FTC or ³Commission´) or any other commissioner.

Shame Clogs The Arteries Of Love: How To Love In The Face Of Shame And Conditions Of Oppression, Theodore J.M. Siasat

CMC Senior Theses

Love and shame, on its face, are at odds with one another. Love tends to foster connection while shame makes one want to hide and isolate oneself. This thesis aims to resolve this tension, particularly in cases of mistaken shame, where the ashamed agent need not feel ashamed, such as in cases of internalized racism, sexism, etc. To do so, this thesis begins by exploring similar cases of love driving people away, looking at (1) love under conditions of oppression and (2) love as seen in Vida Yao’s “Grace and Alienation,” where she is also concerned with ashamed beloveds. …

We Did What? To Whom? An Analysis Of How Us Educational Materials Present The Philippine-American War And Occupation, Jude Beekman

Honors Program Theses

Since the turn of the 21st century, decisions of American leaders have continued traditions of American exceptionalism and general attempts at dominance, although this is continuously brought into question. A generation has since passed through school and experienced curriculums that have implied such American exceptionalism and dominance. Acknowledged for decades, the military-industrial complex has extended into the 21st century with involvement across the globe, but notably in the Middle East. For those indigenous to the Pacific, militarism extends to how people perceive the bodies and selves of indigenous peoples. There exist multiple definitions of colonialism and imperialism, but in essence, …