Digital Commons Network^™

An Open-Source Evaluation Framework For Risc-V Co-Design-Based Decimal Arithmetic, Riaz Ul Haque Mian, Michiko Inoue

Research outputs 2022 to 2026

Hardware–software co-design is a balanced strategy for computationally intensive algorithms such as decimal computing. It can provide several Pareto points for the development of embedded systems in terms of hardware cost and performance. In this study, we propose an efficient and accurate evaluation framework for decimal computing. The framework was designed and developed for hardware–software co-design decimal arithmetic using the RISC-V ecosystem. New binary and decimal-oriented instructions supported by an accelerator were developed. The framework can perform cycle-accurate analysis for performance and assess hardware overhead for co-design-based decimal arithmetic. Unlike previous studies that focused primarily on implementing and evaluating individual …

What Is Left After Memory: Love, The Body, And The Unconscious In Little Fish, Paul Longley Arthur, Isabel Smith

Research outputs 2022 to 2026

Chad Hartigan’s science fiction romantic drama Little Fish was released in 2020, soon after the start of the COVID-19 pandemic. However, the disease plaguing communities in Little Fish is not affecting people’s bodies but their minds—those who have contracted Neuroinflammatory Affliction (NIA) are losing their memories. The story centres upon the experiences of one young couple as they anxiously witness the disease take hold of their community, loved ones, and eventually one another. The film explores relationships between memory and identity, and poses questions about the ways these processes interact with those of love and loss. Who are we once …

Optimizing Few-Shot Learning In Pruned Large Language Models With Task-Specific Prompts, Danyal Aftab

Dissertations

Few-shot learning enables large language models to efficiently perform tasks given only a limited number of labeled examples. However, training these models entirely from scratch requires substantial computational resources, making it challenging for many organizations to fully leverage their potential. This thesis explores how structured pruning, task-specific prompting, and parameter-efficient fine-tuning can be combined to preserve few-shot learning capabilities in compressed LLMs, while also extending their utility to real-world recommendation systems.

In this research, we propose the Tailored LLM framework, which first reduces model size through structured pruning and then enhances few-shot learning performance using carefully designed prompts. We experiment …

Collegiate Athletes’ And Coaches’ Communicative Constitution Of Resilience: A Case Study, Lillian B. Feder

College of Communication Faculty Research and Publications

Resilience processes are communicative in nature and vital to the wellbeing and success of athletic personnel and organizations. However, the communicative components of resilience-building are largely ignored in sport scholarship and practice. This study seeks to bridge that gap by using the communication theory of resilience as a sensitizing concept to develop a thorough understanding of communicative resilience-building processes in athletics. Semi-structured in-depth interviews with members of a Division I college baseball team were analyzed using thematic co-occurrence analysis. Findings indicate that collegiate athletes and coaches experience resilience-building as a combination of mental toughness (i.e., persistence and discipline) and resourcefulness …

Policy And Regulation In Virtual Power Plants Development, Hemlal Bhattarai, Aziz, Stefan Lachowicz

Research outputs 2022 to 2026

Electricity systems are changing due to the rapid deployment of distributed energy resources (DER), which also presents significant regulatory obstacles to their coordinated integration into energy markets and power grids. However, the majority of current material in publications concentrate on operational optimization and technical architectures, with little systematic synthesis of the legal and policy frameworks governing the deployment of VPP on a broad scale. To provide grid services, improve flexibility and support decarbonization objectives, virtual power plants (VPP) have become a crucial aggregation method. To close this gap, this research critically looks at the institutional roles, market structures, global policy …

Remote Assessment And Management Of Physical Function In Older Adults (Ramp): An International Expert Delphi Process, Jack Dalla Via, Hurst, Elsa Dent, Jackson J. Fyfe, Paul Jansons, Eleanor J. Hayes, Marc Sim, Mylene Aubertin-Leheudre, Alex Barreto De Lima, Lucimere Bohn, Sabine Britting, Fanny Buckinx, Gavin Connolly, Lora Giangregorio, Duarte Henriques-Neto, Jennifer R.A. Jones, Robert Kob, Suzanne N. Morin, Girish N, Lucas B.R. Orssatto, Maria Pearson, Daniel Pinto, Esmee M. Reijnierse, Catherine M. Said, Mohamed Salem, Gary Skinner

Research outputs 2022 to 2026

Background: Remote methods may help older adults improve their physical function, but understanding the perspectives of experts who deliver this care is critical. This modified Delphi process aimed to develop expert consensus on effectiveness, feasibility and implementation of remote assessment and management of physical function in older adults. Methods: This online Delphi process included experts involved in supporting older adults to maintain or improve their health. The Round 1 survey presented 33 Delphi statements assessed using an 11-point Likert scale (0–10; ≥7 indicated agreement). Statements with strong (≥80 %), moderate (50–<80 %) and low (<50 %) agreement were accepted, revised, or rejected, respectively. Revised statements were presented in Round 2, and accepted statements were consolidated into key messages. Results: In total, 108 respondents (67 % female; mean [SD] age 41.4 [10.9] years) from 16 countries (five continents) completed Round 1. Fourteen statements were accepted (88–100 % agreement) and 10 were rejected (8–39 % agreement). The remaining nine statements (52–69 % agreement) were revised, and two new statements were developed for Round 2, which was completed by 89 (82 %) respondents. Five Round 2 statements were accepted (82–93 % agreement). Seven key messages were developed from 19 accepted statements, highlighting that remote care should be accessible to older adults with requisite capabilities, is feasible for older adults and health professionals with adequate support and training, and requires guidelines, policies, and further research to support wider adoption. Conclusions: The findings of this Delphi process can inform the implementation of remote care approaches for assessing and managing physical function in older adults.

Characterising Manual Dexterity, Motor Cortex Neuroplasticity, And Intracortical Inhibition Long After Burn Injury, Grant S. Rowe, Alecia Wood, Mark Fear, Dale W. Edgar, Aleksandra Miljevic, Tyler Osborne, Natalie Morellini, Merrilee Needham, Ann Maree Vallence, Fiona Wood

Research outputs 2022 to 2026

Purpose: Persistent motor dysfunction after burn injury may be due to altered motor cortex and corticospinal tract function. This study examined manual dexterity, motor cortex neuroplasticity, and intracortical inhibition in former burn patients 1–3 years after minor injury (<10% TBSA). Method: Thirty former burn patients (TBSA: 0.78 ± 1.08%) and 30 non-injured controls participated. Manual dexterity was assessed using the Purdue Pegboard. Transcranial magnetic stimulation (TMS) was used to measure motor cortex excitability (motor evoked potential [MEP] amplitude) and short- and long-interval intracortical inhibition (SICI, LICI) before and after paired-associative stimulation (PAS) to induce neuroplasticity. Results: Former burn patients performed worse than controls on the bimanual assembly subtest of the Purdue Pegboard. PAS did not induce changes in MEP amplitude but increased LICI in both burn patients and control participants. In burn patients, baseline LICI was related to bimanual performance differently than controls. Conclusions: These findings suggest poorer bimanual motor function persists after minor burns, and differences in the association between inhibition and bimanual dexterity between burn and control groups. Further research should explore whether targeting motor cortex inhibitory circuits can improve motor performance following burn injury

Dental Board Of California, Grant Lockhart, Katie Gonzalez, Marcus Friedman

California Regulatory Law Reporter

No abstract provided.

Board Of Pharmacy, Makenna Haskill, Katie Gonzalez, Marcus Friedman

California Regulatory Law Reporter

No abstract provided.

Board Of Registered Nursing, Grace Mauer, Katie Gonzalez, Marcus Friedman

California Regulatory Law Reporter

No abstract provided.

California Veterinary Medical Board, Grace Mauer, Katie Gonzalez, Marcus Friedman

California Regulatory Law Reporter

No abstract provided.

Contractors State License Board, Konstantine Huck, Katie Gonzalez, Marcus Friedman

California Regulatory Law Reporter

No abstract provided.

Bureau Of Private Postsecondary Education, Josephine Wang, Katie Gonzalez, Marcus Friedman

California Regulatory Law Reporter

No abstract provided.

Department Of Insurance, Lisbeth Abigail Rosales, Charlotte Fuchs, Marcus Friedman

California Regulatory Law Reporter

No abstract provided.

Public Utilities Commission, Reese J. Galvin, Nisha Ahmed, Lexi Mccrillis, Marcus Friedman

California Regulatory Law Reporter

No abstract provided.

Department Of Financial Protection And Innovation, Aparjita Pathak, Katie Gonzalez, Marcus Friedman

California Regulatory Law Reporter

No abstract provided.

Board Of Barbering And Cosmetology, Makenna Haskill, Marcus Friedman

California Regulatory Law Reporter

No abstract provided.

State Bar Of California, Ramy Khadra, Amine Elrayes, Marcus Friedman

California Regulatory Law Reporter

No abstract provided.

California Board Of Accountancy, Grant Lockhart, Katie Gonzalez, Marcus Friedman

California Regulatory Law Reporter

No abstract provided.

Key

California Regulatory Law Reporter

No abstract provided.

Masthead

California Regulatory Law Reporter

No abstract provided.

Pelagic Ecosystem Interactions Of An Offshore Longline Mussel Farm, Llucia Mascorda-Cabre, Philip Hosegood, Martin Attrill, Emma Sheehan

School of Biological and Marine Sciences

Long-term interactions of the UK's first large scale offshore mussel farm with the surrounding pelagic environment were studied to assess the farm's ecological impact. Pelagic fishes, zooplankton community and oceanographic parameters such as temperature, salinity, density, chlorophyll- α, dissolved oxygen and CDOM were quantified over seven years. Effects to oceanographic parameters were observed locally comparing samples collected on the east and west parts of the farm, evidencing turbulent mixing of the water column enhanced by the farm. There was no difference between zooplankton assemblage composition inside and outside the farm, only naturally occurring temporal changes were detected, supporting the hypothesis …

Dynamics Of High-Growth Young Firms And The Role Of Venture Capitalists, Yoshiki Ando

Research Collection School Of Economics

Motivated by the substantial growth and upfront investments of venture capital (VC)-backed firms observed in administrative US Census data, this study develops a life-cycle firm dynamics model. In the model, startups choose the source of financing from VC, angel investors, or banks, depending on their growth potential, and invest in innovation. The calibrated model explains the life-cycle dynamics of firms with different sources of financing and suggests that venture capitalists' managerial advice accounts for around 22% of the growth in VC-backed firms. A counterfactual economy without VC financing would experience an aggregate consumption loss of around 0.46%.

Singapore In Global Value Chains: Implications Of The Trump Ii Tariffs, Pao-Li Chang, Ruoqing Chen

Research Collection School Of Economics

This paper examines Singapore’s structural position in global value chains (GVCs) and the implications of the second Trump administration’s tariff escalation for Singapore and the broader ASEAN region. We proceed in three parts. First, using the ADB Multi-Regional Input–Output (MRIO) tables for 2019 and 2024, we characterise Singapore’s GVC participation and position. Singapore is the most GVCintensive economy in ASEAN, with nearly half of its gross exports comprising foreign value-added and a markedly downstream orientation. China is its dominant upstream partner across manufacturing and services—intermediating over 27% of foreign content in electronics and over 10% in chemicals—while Malaysia, Taiwan, and …

Marital Stability And Intrahousehold Inequality, Tomoki Fujii, Xirong Lin, Jacob Penglase

Research Collection School Of Economics

We study what predicts marital instability using a unique dataset from Japan with detailed measures of spouses’ consumption, savings, labor supply, satisfaction, and marriage-market conditions. We combine descriptive survival and event-study analyses with several econometric and machine-learning approaches, including Cox proportional-hazards models and DynForest, a method designed for survival data with time-varying covariates. Across these approaches, match quality, household resources, time use, stated satisfaction, and marriage-market conditions all contain predictive information. Our main contribution is to show that intrahousehold consumption allocation matters, highlighting information that is missed by standard demographic, time use, and income measures. We relate these findings to …

Utilization Of An On-Site Primary Care Clinic – An Evaluation, Joulvous Jarvis Drake

Doctor of Nursing Practice Projects

Background: Employers incorporate on-site primary care clinics into their workplace health strategies to improve employees’ access to timely care and chronic disease management and reduce absenteeism and healthcare-related costs. Yet despite the demonstrated organizational and health benefits, many worksite clinics experience lower-than-expected utilization. Purpose: This evaluation project aimed to identify the behavioral and structural factors that influenced employee utilization of a corporate on-site primary care clinic. Method: A quantitative, cross-sectional design was used to evaluate the factors contributing to employees’ low utilization of the on-site primary care clinic. Approximately 1,000 eligible full-time employees at a large corporate campus in Texas …

Increasing Human Papillomavirus Vaccination Rates Among Adolescents In The Primary Care Setting: A Quality Improvement Project, Chioma Rosemary Ike

Doctor of Nursing Practice Projects

Background: Human papillomavirus (HPV) is the most common sexually transmitted infection in the United States. It is the most common viral infection of the reproductive system, and it is responsible for most cervical cancer cases worldwide. Many HPV-related cancer deaths can be prevented simply through vaccination. The vaccine is most effective when administered before exposure to the virus. Despite the HPV vaccine’s proven safety and efficacy, its uptake remains suboptimal. Purpose: This quality improvement (QI) project trained providers at a pediatric and family clinic in an effective communication strategy to increase HPV vaccination uptake among adolescents. It encouraged providers to …

How Followers Respond To Leader Differentiation: The Importance Of Considering All Leader Differentiation Properties, Yuchuan Liu, Gary John Greguras

Research Collection Lee Kong Chian School Of Business

A central tenet of many leadership theories is that leaders treat their followers differently. Although leader differentiation is ubiquitous, its effects on leaders and followers are not well understood and theory and research have not simultaneously considered its three key properties: Leader–member exchange (LMX) differentiation, LMX quality, and LMX social comparison. We developed a theoretical model in which these three properties interact to influence followers’ supervisory interactional justice perceptions and subsequently their supervisor-directed deviance and supervisor-directed organizational citizenship behaviors (OCBs). To test our model, we conducted a pre-registered experiment (Study 1), a single-level, multi-wave study (Study 2), and a multilevel, …

The Role Of Financial Risk Aversion In Shaping Financial Sustainability And Organizational Growth Among Black-Led Nonprofit Organizations, Renika Atkins

All Dissertations

Black-led nonprofit organizations play a vital role in addressing socio-economic inequities, but many suffer from persistent financial constraints. Prior research has explored nonprofit financial management and organizational performance; however, how financial caution influences the health of Black-led nonprofit organizations remains understudied. This study examined the relationships between financial caution and the financial strength of Black-led nonprofit organizations. The study addressed two questions: (1) What is the relationship between financial caution and financial sustainability among Black-led nonprofit organizations? and (2) What is the relationship between financial caution and growth among Black-led nonprofit organizations? Data were collected through an online survey administered …

Connectivity And Selective Rural Migration, Lin Ma, Yuan Mei, Qunfeng Wu, Mingzhi Xu

Research Collection School Of Economics

How does infrastructure shape rural development? Using household panel data from a nationally representative sample of Chinese villages, matched to high-resolution highway maps, we find that road expansion between 2000 and 2015 operates mainly through reallocation, with less productive farmers scaling down or exiting and more productive farmers remaining and expanding. We quantify the aggregate and distributional consequences in a dynamic spatial equilibrium model with heterogeneous households and endogenous migration. Improved connectivity not only accelerates urbanization but also increases aggregate rural output by 2.2%–5.3% in the long run, even as the rural workforce declines.