Digital Commons Network^™

Improving Lexicosemantic Impairments In Post-Stroke Aphasia Using Rtms Targeting The Right Anterior Temporal Lobe, Sophie Arheix-Parras, Sophia R. Moore, Rutvik H. Desai

Faculty Publications

Background/Objectives: Repetitive Transcranial Magnetic Stimulation (rTMS) can enhance post-stroke aphasia recovery. The right Inferior Frontal Gyrus is the most common target in rTMS studies for inhibitory stimulation. However, lexicosemantic processes involve a large brain network including the Anterior Temporal Lobe (ATL). We hypothesize that rTMS targeting the ATL will improve lexicosemantic impairments in people with post-stroke aphasia. Methods: In a Single-Case Experimental Design, three people with post-stroke aphasia with lexicosemantic impairments performed Picture and Auditory Naming and Semantic Decision tasks five times a week for one or two weeks to establish baseline scores. Then, each participant received continuous inhibitory Theta …

Pdr-Stgcn: An Enhanced Stgcn With Multi-Scale Periodic Fusion And A Dynamic Relational Graph For Traffic Forecasting, Jie Hu, Bingbing Tang, Langsha Zhu, Yiting Li, Jianjun Hu, Guanci Yang

Faculty Publications

Accurate traffic flow prediction is a core component of intelligent transportation systems, supporting proactive traffic management, resource optimization, and sustainable urban mobility. However, urban traffic networks exhibit heterogeneous multi-scale periodic patterns and time-varying spatial interactions among road segments, which are not sufficiently captured by many existing spatio-temporal forecasting models. To address this limitation, this paper proposes PDR-STGCN (Periodicity-Aware Dynamic Relational Spatio-Temporal Graph Convolutional Network), an enhanced STGCN framework that jointly models multi-scale periodicity and dynamically evolving spatial dependencies for traffic flow prediction. Specifically, a periodicity-aware embedding module is designed to capture heterogeneous temporal cycles (e.g., daily and weekly patterns) and …

Fatigue Crack Length Estimation Using Acoustic Emissions Technique-Based Convolutional Neural Networks, Asaad Migot, Ahmed Saaudi, Roshan Joseph, Victor Giurgiutiu

Faculty Publications

Fatigue crack propagation is a critical failure mechanism in engineering structures, requiring meticulous monitoring for timely maintenance. This research introduces a deep learning framework for estimating fatigue fracture length in metallic plates through acoustic emission (AE) signals. AE waveforms recorded during crack growth are transformed into time-frequency images using the Choi–Williams distribution. First, a clustering system is developed to analyze the distribution of the AE image-based dataset. This system employs a CNN-based model to extract features from the input images. The AE dataset is then divided into three categories according to fatigue lengths using the K-means algorithm. Principal Component Analysis …

Access Is The Outcome: Rethinking Metrics, Worthiness, And Human Rights Across Philanthropy And Development, Stephanie Zabriskie

Faculty Publications

This thought paper examines how philanthropic evaluation frameworks misclassify access to basic human rights as a preliminary step rather than a complete outcome. In competitive funding environments, post-access behavioral metrics such as utilization and compliance are often elevated to outcome status and used to assess program worthiness. Drawing on rights-based and systems-level evaluation frameworks, the paper argues that access itself constitutes a sufficient and legitimate outcome, and that post-access data should function as program management inputs rather than legitimacy or financial thresholds. Reframing access as the outcome has implications for philanthropic accountability, administrative burden, and the ethical consistency of funding …

Molecular Survival Strategies Against Kidney Filtration: Implications For Therapeutic Protein Engineering, William Heaps, Anna Elise Packard, Kristina M. Mccammon, Tyler P. Green, Joseph P. Talley, Bradley C. Bundy, Dennis Della Corte

Faculty Publications

The glomerular filtration barrier poses a significant challenge for circulating proteins, with molecules below ~60–70 kDa facing rapid renal clearance. Endogenous proteins have evolved sophisticated evasion mechanisms including oligomerization, carrier binding, electrostatic repulsion, and FcRn-mediated recycling. Understanding these natural strategies provides blueprints for engineering therapeutic proteins with improved pharmacokinetics. This review examines how endogenous proteins resist filtration, evaluates their application in protein engineering, and discusses clinical translation including established technologies (PEGylation, Fc-fusion) and emerging strategies (albumin-binding domains, glycoengineering). We address critical challenges of balancing half-life extension with tissue penetration, biological activity, and immunogenicity—essential considerations for the rational design of next-generation …

Optimized Photoemission From Organic Molecules In 2d Layered Halide Perovskites, Muhammad S. Muhammad, Dilruba A. Popy, Hamza Shoukat, John M. Lane, Neeraj Rai, Vojtěch Vaněček, Zdeněk Remeš, Romana Kučerková, Vladimir Babin, Chenjia Mi, Yitong Dong, Mark D. Smith, Novruz G. Akhmedov, Daniel T. Glatzhofer, Bayram Saparov

Faculty Publications

In recent years, hybrid organic–inorganic metal halides have been at the forefront of materials research. Typically, the functional (e.g., optoelectronic) properties of hybrid halides are derived from the inorganic structural part, whereas the organic structural units can add extra advantages in terms of stability, rigidity, and processability. Here, we report the design, synthesis, and characterization of two new hybrid materials in which the outstanding photophysical properties originate from the organic structural part. The new compounds, (C₁₅H16N)₂CdCl₄ and((Br)C₁₅H₁₅N)₂CdCl₄, have 2D layered Ruddlesden–Popper-type perovskite structures. These hybrids are blue-white …

Preferences Of Health Professions Learners: A Scoping Review Of The Use And Role Of Dces In Health Professions Education, Sarah O'Neal, Natalie Smith, Jan Ostermann Ph.D., Binbin Zheng, Laiton Steele, Chris Gillette

Faculty Publications

While discrete choice experiments (DCE), have increasingly been used in the medical literature, little is known about the use of these methods for eliciting preferences from and about students and trainees in health professions. The objectives of this scoping review are to (1) describe the extent to which DCEs have been used in health professions’ education, (2) identify which health professionals have been studied, and (3) identify thematic areas of research in which these methods have been used thematic areas. Between June and September 2024, we conducted a scoping review of the PubMed/Medline, EconLit, Web of Science, and Global Index …

Esg Performance In The Regulatory Transformation Era: A Systematic Thematic Review (2020–2024), Jiyeon Kim Ph.D., Wooyoung Yang

Faculty Publications

Introduction:

The 2020-2024 period represents a regulatory transformation era in ESG research, marked by mandatory disclosure frameworks (CSRD/ESRS, SEC climate rules, ISSB standards) replacing voluntary approaches. This creates a natural experiment for examining ESG-performance relationships under compulsory reporting. Despite extensive voluntary-period literature, limited research addresses how mandatory frameworks alter these relationships during regulatory transformation.

Methods:

We conducted a systematic thematic review following PRISMA 2020 guidelines (INPLASY202570105). Comprehensive database searches (2020–2024) yielded 4,441 records; after screening (Cohen's κ = 0.89), 17 high-quality studies met inclusion criteria (12 primary search, 5 ESRS-specific supplementary search). Thematic analysis identified ten interconnected themes grounded in …

Priestly Christology And Holiness: Christ’S Priesthood And The Sanctification Of Believers, Adriani Rodrigues

Faculty Publications

No abstract provided.

Optimal Placement Of Electric Vehicle Chargers: A Mixed-Integer Linear Programming Model, Joubin Zahiri Khameneh, Emmanuel Fagbenle

Faculty Publications

Electric vehicle adoption is growing, but New Hampshire lags in public charging infrastructure, especially in rural areas. This gap increases range anxiety and economic inefficiencies. In this study, we developed a mixed-integer linear programming (MILP) model to optimally locate new electric vehicle chargers statewide, maximizing coverage and equity under budget constraints. The model includes geographic coverage requirements, population-weighted equity, capacity limits, and a $28 million budget. Moreover, the model recommends 855 Level 2 chargers and 149 Direct Current Fast Chargers (DCFCs) across 247 ZIP Codes, nearly doubling public charging capacity and achieving 98.8% coverage within defined service radii. The plan …

Risk And Public Judgments On Police Pursuits: A Nationally Representative Conjoint Experiment, Scott M. Mourtgos, Ian T. Adams, Kyle Mclean, Geoffrey P. Alpert

Faculty Publications

Police vehicle pursuits emphasize a central tension between law enforcement imperatives and public safety. While modern policies emphasize balancing apprehension needs against risks of continuation, little is known about whether public intuitions mirror this framework. We address this gap using a nationally representative conjoint experiment (N = 3,334) that varied eleven contextual factors across randomized pursuit scenarios. Respondents rated perceived risk, indicated whether pursuits should be terminated, and made forced-choice tradeoffs. Across all outcomes, high-risk situational factors (e.g., high speeds, adverse weather, heavy traffic, urban settings, etc.) increased perceived danger and termination support, while more serious underlying offenses, particularly …

Precision Acoustofluidics For High-Throughput Mechanobiology In Suspension Cells, Kaichun Yang, Ruoyu Zhong, Ke Li, John Mai, Pengzhan Liu, Ye He, Joseph Rich, Ying Chen, Janna Wang, Zhiteng Ma, Zhiteng Ma, Xianchen Xu, Qian Wu, Tony Jun Huang

Faculty Publications

Mechanomodulation, the process of altering cellular behavior through applied mechanical forces, plays a critical role in physiological processes and has substantial implications for cancer therapy, immunology, and drug development. However, precise and efficient stimulation of nonadherent cells remains a major challenge, limiting the investigation of mechanotransduction pathways and the development of targeted therapeutics. Here, we developed an acoustofluidic platform named Suspension-cell Targeted Response to Excitation via Acoustofluidic Mechanomodulation (STREAM) to enable precise, high-throughput stimulation of suspension cells. STREAM accomplishes this using 101.14-megahertz high-frequency surface acoustic waves to deliver controlled mechanical stimulation at a throughput of 500,000 cells per minute. STREAM …

Originalism, Methodolatry, And The Only Guarantee Of Wisconsin, Chad M. Oldfather

Faculty Publications

Originalism, loosely defined, commands a majority on the Supreme Court and dominates legal discourse in a way that would have been unrecognizable a generation ago. Yet its actual constraining effect on judicial behavior remains doubtful. This Article offers two contributions to the long-running debate. First, it identifies a pathology in both originalist scholarship and practice that it terms "methodolatry"—a preoccupation with methodological refinement that threatens to elevate method over the purposes interpretation is meant to serve. Second, and more importantly, it argues that debates over interpretive method, however vigorous, fail to address the core problem. Text and history offer relatively …

Toddlers, Investors, And Tax Policy, Lauren Shores Pelikan

Faculty Publications

There is a continuing childcare crisis that worsens every year. Congress has historically used tax incentives aimed at parents and employers to try to alleviate the lack of affordable childcare. However, with private equity's increasing investment in the childcare sector, this Article advocates for an entirely new approach: Congress should encourage more people to work in the childcare sector by enacting a tax benefit for the individual childcare service provider.

Childcare is a broken market. The labor-intensive nature of the industry results in razor thin profit margins, and wages remain low due to entrenched racial and gender norms. There is …

The Bankruptcy Judge And The Generalist Tradition, Alexander Gouzoules

Faculty Publications

The prevailing academic consensus is that bankruptcy judges are specialists presiding over specialized courts. This Article contends that this description is incomplete and, in some respects, inaccurate. Drawing on scholarly models of judicial specialization and historical surveys of the field, this Article contends that bankruptcy judges reflect a hybrid design choice: procedural specialization combined with substantive generalism. This model delivers many of the observed benefits of judicial specialization (including efficiency and technical competence) while preserving the cross-pollination of ideas and other benefits associated with the generalist tradition of American judging.

This Article also reflects on contemporary developments—most notably the rise …

Back To The Drawing Board? Overdraft Fees, The Congressional Review Act, And The Cfpb's Path Back To Consumer Protection, Kaitlin A. Caruso

Faculty Publications

In late 2024, the Consumer Financial Protection Bureau adopted a rule aimed at addressing a longtime pain point for consumers: high, sometimes unpredictable, overdraft fees. The CFPB predicted that the rule would save consumers billions of dollars per year. But it was not to be. The second Trump Administration has taken unprecedented, sometimes unlawful, action to incapacitate and dismantle the CFPB. The President and Congress have also worked together to use an unusual statutory tool, the Congressional Review Act, to not only to kill the overdraft rule but also keep the CFPB from adopting any regulation that is “substantially the …

Access To Primary Care And Health Care Fragmentation, Sharona Hoffman, Ishani Ganguli

Faculty Publications

This Article examines the growing crisis of long primary care wait times and the health care fragmentation that is associated with them. Patients who feel ill or are worried about new symptoms must often wait weeks or longer for appointments. In the wake of excessive wait times for primary care physician (PCP) appointments, patients increasingly turn to convenience care models such as urgent care centers, retail clinics, direct-to-consumer telemedicine, and at-home testing. While these alternatives offer prompt attention, they sacrifice other core functions of primary care and may exacerbate poor health outcomes and inequities. The Article argues that long wait …

Correcting The Record: Responding To Some Legal Arguments About The 2026 Billionaire Tax Act, David Gamage, Brian D. Galle, Darien Shanske

Faculty Publications

If adopted by California voters in November of 2026, the 2026 California Billionaire Tax Act (CBTA) would impose a one-time 5% tax on the net worth of California billionaires, payable in five annual installments of 1% over 5 years (plus a small deferral charge). Critics have raised several arguments suggesting that the Act would not bring in the expected $100 billion in projected revenues because, the critics say, key parts of the Act are unconstitutional and would be subject to legal challenge. In fact, the supposed new legal challenges critics identify are mostly just very old arguments that courts have …

Expert Report On The California 2026 Billionaire Tax: Revenue, Economic, And Constitutional Analysis, David Gamage, Brian D. Galle, Emmanuel Saez, Darien Shanske

Faculty Publications

This report summarizes key provisions of the California Billionaire Tax Act. It also answers some frequently asked questions.

Teaching Evolution After Kennedy And Mahmoud, Alexander Gouzoules

Faculty Publications

One of the longest running disputes at the intersection of education law and the First Amendment has involved conflict over evolutionary biology in American public schools. Through a century of nearly continuous litigation, creationist legislation and parental demands to exempt students from science instruction have been constrained by longstanding First Amendment doctrines.

That settlement is now unraveling. In Kennedy v. Bremerton School District, the Supreme Court abandoned its prior approach to the Establishment Clause in favor of a history-and-tradition analysis that is ill-suited to questions about modern scientific education. And in Mahmoud v. Taylor, the Court held that students' compulsory …

Investigation Expenses, Ryan Vacca

Faculty Publications

Misappropriating trade secrets is usually done in secret. After all, those taking another’s trade secret in violation of state and federal law rarely openly tout their misdeeds. As a result, trade secret owners do not always immediately realize that their trade secret has been misappropriated and must spend significant resources investigating whether misappropriation has occurred and, if so, by whom and to what extent.

An important question frequently arising over the last several years but overlooked in the scholarly literature is whether a trade secret owner’s investigation expenses are recoverable as “actual loss” under state and federal trade secret laws. …

Artificial Intelligence, Judicial Evolution, And Insurance, Renee Henson

Faculty Publications

AI-driven platforms have the potential to inflict traditional injuries in new ways. Proprietary algorithms trained on large volumes of personal data can cause mental, emotional, and sometimes physical injuries via conversational exchanges, harmful content recommendations, and the promotion of extremist content. This "algorithmic liability" fundamentally challenges existing legal doctrines and statutory protections, thereby exposing deficiencies in current insurance coverage frameworks. 

Historically, courts dismissed algorithmic liability claims early in litigation, invoking Section 230 immunity and First Amendment protections, and resisted classifying algorithmic tools as "products" for the purposes of products liability law. Recent jurisprudence, however, signals a critical turning point. On …

Mandatory Cooperation Under International Law, Evan J. Criddle, Evan Fox-Decent

Faculty Publications

Humanity in the twenty-first century faces serious global challenges and crises, including pandemics, nuclear proliferation, violent extremism, refugee migration, and climate change. None of these calamities can be averted without robust international cooperation. Yet, national leaders often assume that because their states are sovereign under international law, they are free to opt in or out of international cooperation as they see fit. This book challenges conventional wisdom by showing that international law requires states to cooperate with one another to address matters of international concern – even in the absence of treaty-based obligations. Within the past several decades, requirements to …

The Judicial Voice On The Courts Of Appeals, Allison Orr Larsen, Neal Devins

Faculty Publications

The judicial voice on an appellate court typically speaks in the collective, so when a judge chooses to go solo—either in a dissent or a concurrence—that act deserves a close look. Separate opinions on the U.S. Supreme Court are common because the Justices have strong incentives to articulate a distinctive personal jurisprudence. But lower court judges have always been more reluctant to write separately, and for good reason. The institutional design and longstanding practices of the U.S. courts of appeals are very different from the Supreme Court: Lower appellate court judges are bound by precedent in a different way, rarely …

Developer Perspectives On Licensing And Copyright Issues Arising From Generative Ai For Software Development, Trevor Stalnaker, Nathan Wintersgill, Oscar Chaparro, Laura A. Heymann, Massimiliano Di Penta, Daniel M. German, Denys Poshyvanyk

Faculty Publications

Despite the utility that Generative AI (GenAI) tools provide for tasks such as writing code, the use of these tools raises important legal questions and potential risks, particularly those associated with copyright law. As lawmakers and regulators respond to these questions, the views of users can offer relevant perspectives. In this article, we provide: (1) a survey of 574 developers on the licensing and copyright aspects of GenAI for coding, as well as follow-up interviews; (2) a snapshot of developers’ views at a time when GenAI and perceptions of it were rapidly evolving; and (3) an analysis of developers’ perspectives, …

The Executive's Takeover Of Independent Agencies: How Institutional Design Gave Way To Political Will, Neal Devins

Faculty Publications

The anticipated demise of the independent agency is a saga that implicates Congress as much as it does the President or the Supreme Court. By capitulating to presidential initiatives and failing to defend their institutional prerogatives, Congress has facilitated presidential control of the administrative state. Indeed, irrespective of whether the Court formally repudiates Humphrey’s Executor, Congress has largely acquiesced to a regime whereby presidents essentially control independent agencies. By highlighting the competing incentives of Congress and the White House, this Essay explains the rise of presidential unilateralism vis-à-vis independent agencies. This Essay also casts light on a critically important but …

Firearms And Fora: Constructing Public Carry Doctrine, Timothy Zick

Faculty Publications

Where can a person lawfully carry firearms in public? Under what conditions can they do so? Now that the Supreme Court has formally recognized a Second Amendment right to public carry, these are among the most important unresolved questions regarding the right to bear arms. The Second Amendment’s public carry doctrine is in its infancy. How the doctrine develops will have a profound impact on the exercise of Second Amendment rights in public places and on the public square. Integrating a new constitutional right into the public square is not a novel problem. After the Supreme Court recognized First Amendment …

Regulatory History And Judicial Review, Todd Phillips, Anthony L. Moffa

Faculty Publications

The Administrative Procedure Act requires federal agencies to simply "incorporate in the rules adopted a concise general statement of their basis and purpose" after they receive comments from the public, and the Supreme Court ruled in Overton Park that courts are to adjudicate whether rules are arbitrary and capricious based on agencies' contemporaneous rationales. Judge-created doctrines incentivize agencies to rely on these "concise" statements to elucidate their rationales, and as a result, rulemaking preambles have ballooned in size as agencies seek to insulate themselves from critical courts.

This article contends that although the APA's statutory requirement is in tension with …

Taxing Dynasties, David Gamage, Brian D. Galle, Bob Lord

Faculty Publications

The estate tax and the broader wealth-transfer-tax system are even more broken than is commonly understood. Over the past two decades, researchers and policy experts have identified a handful of key tactics that mega-rich families use to pass wealth from generation to generation without paying tax. These tax dodges are notorious enough to be known by their acronyms, such as the IDGT and the GRAT. Scholars and policymakers have proposed reforms to block these tactics, or at least to make them more difficult.

In this Article, we present new analysis, backed by new empirical findings, to show that these proposed …

Fda After Loper Bright, Erika Lietzan

Faculty Publications

Loper Bright, which overruled the Chevron decision from 1984, tells us that a court should determine the meaning of all statutory provisions for itself, rather than deferring to the views of the federal agencies that implement those provisions. But the overruling of Chevron may have less of an impact on the U.S. Food and Drug Administration than conventional wisdom supposes. Most challenges to FDA action do not concern its statutory interpretations. And the agency prevailed in most cases involving statutory interpretation, before the Chevron doctrine took hold. After 1984, when the doctrine did apply, the agency often lost cases at …