Digital Commons Network^™

Exploring A Potential Link Between Personality Traits, Sexual Assault Attitudes And The Propensity To Create Deepfake Pornography, Lorna Marns, Ross Hollett

Research outputs 2022 to 2026

Deepfake pornography represents a rapidly expanding form of image-based sexual abuse (IBSA), yet little is known about the psychological factors that predict individuals’ willingness to create such material. This study examined whether rape myth acceptance (RMA) and Dark Tetrad traits (Machiavellianism, narcissism, psychopathy, and sadism) predicted heterosexual men’s proclivity to create deepfake pornography. Using an online self-report survey of 213 heterosexual men recruited from an Australian university and the surrounding community, participants completed measures of RMA, dark personality traits, and hypothetical scenarios assessing the likelihood of creating deepfake pornography. Hierarchical regression models showed that RMA attitudes that minimise or excuse …

Measuring Mental Health Promoting Behaviours: Development And Psychometric Properties Of A Danish Act Belong Commit-Mental Health Promoting Behaviours (Abc-Mhpb) Scale, Line Nielsen, Ziggi Ivan Santini, Malene Kubstrup Nelausen, Carsten Hinrichsen, Frederik Schou-Juul, Vibeke Jenny Koushede, Robert J. Donovan, Charlotte Bjerre Meilstrup

Research outputs 2022 to 2026

Background: The Act Belong Commit-ABCs of Mental Health campaign is the world’s first comprehensive, population-wide, community-based initiative to promote mental health. In response to a growing demand for valid tools to monitor mental health promoting behaviours, this study presents the development and psychometric evaluation of the ABC-Mental Health Promoting Behaviours (ABC-MHPB) scale in a Danish population-based sample. Methods: A 10-item scale was developed, based on the ABC framework, to assess mental health promoting behaviours. A total of 119,221 randomly selected participants aged 18+ filled out an electronic survey, including the scale to measure the underlying construct of mental health promoting …

A Qualitative Exploration Of Future Health Professionals' Dementia Knowledge And Perceptions Of Dementia-Related Technology Support, Helen M. Haydon, Melissa Taylor, Annie Banbury, Cindy Jones, Georgina R. Chelberg, Louise Horstmanshof, Richard Hicks, Centaine L. Snoswell, Melissa Carey

Research outputs 2022 to 2026

Introduction: This research aimed to explore healthcare professional (HCP) students' dementia knowledge, perceptions of older adults' digital literacy, and perceived usefulness of digital health interventions for people living with dementia and their caregivers.

Methods: Semi-structured interviews were conducted to explore HCP student perceptions of cognitive ageing and their understandings of the relationship between technology and healthcare practice. Researchers also explored students' knowledge of dementia and their contemporary educational experiences.

Results: Findings revealed a lack of formal education regarding the use of technology in cognitive care associated with ageing populations. Students also reported limited experience with the use of technology in …

Effects Of Recreational Football On Body Composition, Cardiometabolic Health, And Functional Performance In Children And Adolescents: A Systematic Review And Meta-Analysis, Yanzhao Lei, Yanmei Ding, Bo Wang, Hengzhi Deng, Mingyue Yin, Kai Xu, Hengxian Liu, Meiling Tao, Yanfeng Li, Yilin Zhang, Yuhang Liu, Fanhao Meng, Hansen Li, Xing Zhang, Bitai Wu

Research outputs 2022 to 2026

Purpose: The systematic review and meta-analysis aimed to evaluate the effects of recreational football on body composition, cardiometabolic health, and functional performance in children and adolescents. Additionally, it explored potential moderators through subgroup analyses. Methods: A systematic search was conducted in six databases in May 2025. A random-effects model was employed for the meta-analysis, and effect sizes were reported as standardized mean differences (SMD, Hedges’ g). Subgroup and sensitivity analyses were conducted to examine sources of heterogeneity. Results: A total of 20 studies (N = 2,906; age range: 8–17 years) were included. Of the participants, 1,524 (52.44%) were male, 1,174 …

Gut Microbial Composition And Short-Chain Fatty Acid Metabolism In Cognitively Unimpaired Adults Stratified By Amyloid-Β Status, D. M.Sithara Dissanayaka, Thilini N. Jayasinghe, Hamid R. Sohrabi, Stephanie R. Rainey-Smith, Kevin Taddei, Colin L. Masters, Ralph N. Martins, W. M.A.D.Binosha Fernando

Research outputs 2022 to 2026

Short-chain fatty acids (SCFAs) produced by gut microbial fermentation influence host metabolism and neuroinflammatory processes implicated in Alzheimer’s disease (AD). However, the relationship between fecal SCFAs, microbial taxa, and cerebral amyloid-β (Aβ) burden in cognitively unimpaired individuals remains unclear. Fecal SCFAs were quantified using GC-MS, and microbial species were profiled by shotgun metagenomics in 87 participants. Associations between SCFAs, demographics, APOE ε4 status, and Aβ burden were tested using nonparametric statistics and multivariable regression. Microbial–SCFA links were evaluated using Spearman correlations and multivariate ordinations, with mediation analysis exploring potential indirect pathways. Acetate was the predominant SCFA and demonstrated the most …

It's The Most Diverse Job I’Ve Ever Had: What Do Registered Nurses Working In Australian Schools Do?, Anita Moyes

Research outputs 2022 to 2026

Although nurses have been working in Australian schools for many decades, research has focused primarily on narrow aspects of clinical practice or service delivery in specific regions. The aim of this study was to identify the domains of practice registered nurses report in a typical working day in Australian schools, using interview data from a national sample. Forty-five nurses working in government and nongovernment schools in every state and territory of Australia participated. Interviews were analyzed using inductive content analysis ( Elo & Kyngas, 2008). Six distinct domains of practice characterized nursing work in Australian schools: (i) responding to diverse …

Green Synthesis Of Tio2 Nanoparticles Via Graphene Oxide-Doped Malabar Spinach Leaf Extract For Perovskite Solar Cells, Nofrijon Sofyan, Ichsan Pandu Wicaksono, Fiona Angellinnov, Aga Ridhova, Akhmad Herman Yuwono, Donanta Dhaneswara

Baghdad Science Journal

This study investigates a green synthesis route for titanium dioxide (TiO₂) nanoparticles (NPs) using Malabar spinach (Basella rubra) leaf extract, with graphene oxide (GO) as a dopant, for application as an electron transport layer in perovskite solar cells (PSCs). The synthesized TiO₂ NPs were characterized using Fourier transform infrared spectroscopy (FTIR), X-ray diffraction (XRD), ultraviolet-visible diffuse reflectance spectroscopy (UV-Vis DRS), and field emission scanning electron microscopy equipped with energy dispersive X-ray spectroscopy (FESEM/EDX). XRD results confirmed the presence of a pure anatase phase with a smaller crystallite size than that of commercial TiO₂, …

Land Suitability For Seasonal Crops: Limiting Factors And Sdg-Aligned Management Strategies, Rahmawaty Rahmawaty, Abdul Rauf, T Alief Aththorick, R Hamdani Harahap, Christine Pepah, Rohani Simbolon, Minhajul Abidin, Nawang Wulan, Anggiat Hosea O Siregar, Mohd Hasmad Ismail, Seca Gandaseca

Baghdad Science Journal

A land evaluation study of Muara Batang Toru Sub-district is essential to determine its development prospects for seasonal crops. This study evaluates land suitability for six seasonal plants, including red chili, cucumber, shallot, tomato, eggplant, and bitter melon, in Muara Batang Toru Sub-district, South Tapanuli Regency. This study employs a survey method, integrating field observations and laboratory analysis with predetermined criteria based on a combination of internationally recognized standards and local conditions. Geographic information systems are used to map the actual and potential land suitability classes for vegetable crops. The findings indicate that most of the actual land suitability classes …

Women Are Discriminated Against On The Basis Of Sex: Anti-Trans Epistemologies In Australian Universities, Emily M. Gray, Jacqueline Ullman, Mindy Blaise

Research outputs 2022 to 2026

This article offers an analysis of qualitative data from a multi-phased project entitled Understanding and Addressing Everyday Sexisms in Australian Universities. The project’s key aim was to improve the ways in which gender-based discrimination is understood and addressed in Australian universities. It achieved this aim through adopting a situated, intersectional, and creative approach to data generation and analysis. The authors examine data from phase three of the project, a large-scale survey that was distributed across 12 of Australia’s 39 public universities, yielding 1257 responses. The survey was designed to encourage academic staff of all genders to participate and aimed to …

Where’S My Tweed Jacket With Leather Elbow Patches? The Challenges Of Aging Gracefully In Higher Education, John A. O’Rourke, Christina Gray

Research outputs 2022 to 2026

This paper presents an examination of one veteran academics’ experience in higher education. Via an autoethnographic reflection of a two-decade career, the work-related situations that impact on job enjoyment and challenge motivation to bring enthusiasm year-after-year are discussed. Veteran academics have seen higher education transform dramatically during their tenure and the pressure points that impact on wellbeing are discussed and aligned to contemporary research. In response to the challenges associated with aging in higher education, this paper examines how veteran academics need to prioritize self-care and explores ways that universities can maximize the accumulated knowledge and pedagogical skillset of these …

A Universal Hybrid Model-Free Deep Quantum–Transfer Learning Controller Enhanced By Grey Wolf Optimization For Dc–Dc Boost Converters With Hardware-In-Loop Validation, Seyyed Morteza Ghamari, Asma Aziz

Research outputs 2022 to 2026

This paper proposes a universal hybrid model-free quantum–transfer learning controller with enhanced online grey wolf optimization algorithm (GWO–QTL) for DC–DC boost converter. This system has the characteristics of non-minimum phase behavior, parasitic effects, and fractional-order dynamics because of high frequency operation. These characteristics make analytical modeling complicated and make it difficult to have a single traditional controller that will operate reliably over different converter types. This motivates the creation of a unified model-free control framework that is able to learn directly from the behavior of the converter without relying on the topology specific models. Reinforcement learning, where an agent interacts …

Emerging Blood-Based Biomarkers For The Detection Of Parenchymal Brain Metastasis: Current Progress And Future Perspectives, Désirée Sexauer, Elin S. Gray, Helen Rizos, Pauline Zaenker, Aaron B. Beasley

Research outputs 2022 to 2026

Parenchymal brain metastases of solid malignancies remain a significant clinical challenge, as they are often detected at later symptomatic stages, which are typically associated with worse prognosis. Delayed detection limits treatment options and contributes to poor outcomes, while early detection is critical for improving patient outcomes and quality of life. In this comprehensive review, we investigated the potential use and challenges of blood-based biomarkers, including circulating tumor cells, cell-free DNA, noncoding RNAs, extracellular vesicles, proteins, and other immune-related biomarkers, for the early detection of parenchymal brain metastasis. The use of blood-based liquid biopsies offers a promising avenue for early detection …

Leading With Purpose: Uncovering The Impact Of Inclusive Leadership And Meaningful Work On Work Passion, Azadeh Shafaei, Mehran Nejati

Research outputs 2022 to 2026

Work passion is a critical driver of employee wellbeing, engagement, and performance; however, organisations often struggle to cultivate it effectively. Understanding what fosters work passion is essential because it not only deepens insight into employee motivation but also enables organisations to enhance passion and its positive outcomes. Despite growing interest, research has primarily focused on individual traits, leaving the role of organisational and leadership factors under-explored. To bridge this gap, we extend the Employee Work Passion Appraisal (EWPA) framework by examining how inclusive leadership and meaningful work influence employees’ work passion and whether the psychological authenticity climate mediates these relationships. …

Protective Effect Of Lower Limb Strength On Lower Limb Injuries Within International Sixes Lacrosse Players: A Nine-Month Prospective Study, Nicholas Joel Ripley, Matthew Collier, Jack T. Fahey, Paul Comfort

Research outputs 2022 to 2026

Abstract – Ripley, NJ, Collier, M, Fahey, JT, and Comfort, P. Protective effect of lower limb strength on lower limb injuries within international sixes lacrosse players: A nine-month prospective study. J Strength Cond Res XX(X): 000–000, 2026—The aim of this study was to prospectively determine whether lower limb strength, assessed through the isometric mid-thigh pull (IMTP), offers a protective effect to future lower limb injury in international men's sixes lacrosse players. Nineteen elite nonprofessional men's sixes lacrosse players from the British Men's Lacrosse team (25.4 ± 4.1 years, 1.8 ± 0.1 m, 88.9 ± 6.8 kg) performed 3 trials of …

Aphasia Treatment Research: A Decision-Making Tool To Guide The Design Of Phased Trials From The Collaboration Of Aphasia Trialists (Cats) Trials For Aphasia Panel, Erin Godecke, Emily Brogan, Rebecca Palmer, Marian C. Brady, Frank Becker, Caterina Breitenstein, Sonia Brownsett, Julius Fridriksson, Katerina Hilari, Argye E. Hillis, Paola Marangolo, Miranda L. Rose, Shirley Thomas, Donna C. Tippett, Julie Bernhardt, Kathryn S. Hayward

Research outputs 2022 to 2026

Background: Systematic reviews of randomised controlled trials with meta-analyses indicate that speech and language therapy for aphasia after stroke is effective in improving communication. However, high-quality evidence to identify an intervention’s target population (who), regimen (what), timing (when), and dose (how much) is lacking. The predominance of underpowered aphasia trials and comparative studies with design limitations may be attributed to: 1) the perceived complexity of designing trials of interventions for a complex behaviour such as human communication, 2) the lack of funded research in the field and 3) a lack of training and understanding in the field of aphasiology regarding …

Nurses' Perceptions Of Their Non-Technical Skills In Recognising And Responding To Clinical Deterioration In Hospital Settings: A Systematic Review, Darlene Archer, Amineh Rashidi, Rajbeer Kaur, Allison Roderick, Olivia Gallagher

Research outputs 2022 to 2026

Aim: To understand nurses' perceptions of non-technical skills in recognising and responding to clinical deterioration in hospital settings.

Design: A mixed methods systematic review was undertaken, guided by the Joanna Briggs Institute Manual for Evidence Synthesis.

Methods: A systematic search of the primary research literature published between 2012 and October 2025 was undertaken. A convergent integrated approach to synthesis, without meta-analysis, was undertaken.

Data Sources: The MEDLINE, CINAHL, Scopus, PsychInfo and Embase electronic databases were searched. Reference lists of full-text articles retrieved were reviewed for additional data sources.

Results: Twenty-four primary studies were included. Narrative synthesis resulted in six main …

Efficacy And Safety Of Tai Chi For Chronic Musculoskeletal Pain: A Systematic Review And Meta-Analysis, Shun Chen, Weiting Liu, Qinwei Fu, Mingyu Huang, Weilan Lin, Yanting Ding, Ming Li

Research outputs 2022 to 2026

Objectives: Tai Chi, a form of complementary intervention emphasizing breathing and mind-body connection, is increasingly recognized for its potential in pain management. This review aims to synthesize current evidence on the efficacy and safety of Tai Chi for chronic musculoskeletal pain management in adults. Design: Systematic review and meta-analysis. Data sources: AMED, EMBASE, MEDLINE, WoS, CBM, CNKI, VIP, Wanfang Databases, CENTRAL, and WHO ICTRP were searched from database inception through May 2025, with an additional supplementary search conducted in January 2026. Eligibility criteria for selecting studies: We included randomized controlled trials (RCTs) comparing Tai Chi with other interventions for chronic …

Belonging-With Country: Diffracting Equity, Inclusion And Care In Australian Early Childhood Education, Amanda J. Binns, Elizabeth Jackson-Barrett

Research outputs 2022 to 2026

This article revisits the widely used yet underexamined concepts of equity, inclusion and belonging in Australian early childhood education. Building on Sumsion and Wong's interrogation of ‘belonging’ in the original Early Years Learning Framework (EYLF) for Australia V2.0, it traces how the concept has been taken up across policy, practice and scholarship, including EYLF V2.0 and contemporary work on care, book sharing and cultural responsiveness. It argues that these approaches, while well intentioned, often individualise belonging, obscure ongoing colonial relations and privilege Euro-Western, human-centred ontologies that normalise some children, families and places while marginalising others, particularly Aboriginal and Torres Strait …

Culture, Community, And Development: Unpacking The ‘Socio-Cultural Milieu Dynamics’ Of Solomon Islands And Their Influence On Australia's Aid Localisation, Mark Opoku Amankwa, Gladys Nangira Murruka, Kwadwo Adusei-Asante, Vicki Frances Banham, Clement Amponsah, Emmanuel Enyinful

Research outputs 2022 to 2026

Using public ethnography anchored in the post-development theory and interpretivist epistemological paradigm, this study examines what we term the ‘socio-cultural milieus dynamics’ (SCMD) of the Solomon Islands (SI) and how these shape meaning, discourse, and practice in ways that influence Australia's aid localisation efforts and aid outcomes. The findings indicate that local communities are deeply entrenched in complex SCMD with heterogeneous networks of decision-makers within the ecosystem. These SCMD, we argue, are evident in the structural and contested roles associated with the gendered composition of local committees, the power asymmetries between dominant local elites and subalternised groups, and the relationalities …

Rapid Decentralized Prostate Cancer Risk Stratification By Portable Liquid Biopsy Analysis Within A Clinical Biosensor Validation Framework, Kevin M. Koo, Grant Phillips, Sriganesh Srihari, Áine Farrell, Binny Jaradi, Kira J. Fitzpatrick, John W. Yaxley, Hemamali Samaratunga, Paul N. Mainwaring, Ke-Lin Ru, Darren J. Korbie, Scott A. Tomlins, Matthew J. Roberts, Robert A. Gardiner, Matt Trau

Research outputs 2022 to 2026

Clinical liquid biopsy (e.g., blood or urine) specimens, as a minimally invasive source of crucial molecular information, continue to grow in importance for efficacious targeted cancer treatment. Yet, current molecular profiling technologies are still confined to centralized laboratory testing, which escalates testing costs, result turnaround time, and patient anxiety. Crucially, there is also a scarcity of purposeful clinical validation studies to rigorously evaluate emerging liquid biopsy technologies from research settings to facilitate clinical translation. Here, we report liquid biopsy biosensor advancements in achieving rapid, accurate, and decentralized molecular profiling of a clinically accredited prostate cancer (PCa) urinary circulating RNA biomarker …

The Contributions Of Student-Level And Classroom-Level Factors For Australian Grade 2 Students’ Writing Performance, Anabela Malpique, Mustafa Asil, Deborah Pino-Pasternak, Debora Valcan

Research outputs 2022 to 2026

Using multilevel modeling, the current study examined student-level predictors of compositional quality and productivity in Grade 2 Australian children (N = 544), including handwriting automaticity, literacy skills, executive functioning, writing attitudes, and gender; and classroom-level (n = 47) variables predicting students’ writing outcomes, including the amount of time for writing practices and the explicit teaching of foundational (handwriting, spelling, grammar) and process writing skills (planning and revision strategies). Multilevel analyses revealed that student-level factors, including gender, general attitudes, and transcription skills (handwriting automaticity and spelling), were key predictors of writing outcomes. Interaction analyses showed that spelling and word reading influenced …

Sport Participation And The Pursuit Of Active And Healthy Lifestyles: Everyday Athletes’ Relationships With Eating And Exercise, Valeria Varea, Eibhlish O'Hara, Dawn Penney, Victoria Evans

Research outputs 2022 to 2026

Purpose – Athletes are more likely to experience eating and exercise disorders than non-athletes. Little is known about the incidence of eating and exercise disorders amongst non-elite participants, many of whom participate outside of club governance and support structures. The aim of this paper is to explore eating and exercise attitudes and behaviours amongst participants in both formal and informal sport and, in so doing, generate insights to inform future educational initiatives that seek to promote healthy and active lifestyles. Design/methodology/approach – An online survey was completed by 110 participants, 9 of whom were interviewed for the second phase of …

Breaking Down Seagrass Fragmentation In A Marine Heatwave Impacted World Heritage Area, Michael D. Taylor, Simone Strydom, Matthew W. Fraser, Ana M.M. Sequeira, Gary A. Kendrick

Research outputs 2022 to 2026

Marine heatwaves, and other extreme climatic events, are driving mass mortality of habitat-forming species and substantial ecological change worldwide. However, habitat fragmentation is rarely considered despite its role in structuring seascapes and potential to exacerbate the negative impacts of habitat loss. Here, we quantify fragmentation of globally significant seagrass meadows within the Shark Bay World Heritage Area before and after an unprecedented marine heatwave impacting the Western Australian coastline over the austral summer of 2010/11. We use a spatial pattern index to quantify seagrass fragmentation from satellite-derived habitat maps (2002, 2010, 2014 and 2016), assess potential predictors of fragmentation and …

Intra-Amniotic Infection (Iai) Prevention, Shelbie Clement, Deanna Conley

Articles, Abstracts, and Reports

No abstract provided.

I Am Still Concerned About Them: Grandmother Kinship Caregivers And The Challenge Of Abuse By Children In Their Care, Hajara Bentum, Vicki Banham, Kwadwo Adusei-Asante

Research outputs 2022 to 2026

Research evidence has shown that adverse occurrences within the kinship caregiving environment, such as the grandparents' experiences of violence and abuse, may introduce new stressors or exacerbate existing aged-related challenges, leading to adverse impacts on grandparent kinship carers. Yet no research has explored the impact of abuse and violence experienced by grandparent kinship caregivers from children in their care. This study involved narrative interviews with 31 grandmother kinship caregivers in Ghana to explore the adverse effects of the abuse they have experienced from children in their care. The study findings revealed the following impacts on grandmothers: (1) high blood pressure, …

Blending Minds, Balancing Goals: Tmt Heterogeneity And Sustainable-Innovation In Family Firms, Mahdi Vesal, Muhammad Aftab Alam, Mohammad H. Rahmati

Research outputs 2022 to 2026

Family firms often prioritize profitability and growth, but balancing these with environmental sustainability is challenging. While TMT heterogeneity shapes various performance outcomes, its role in addressing the profitability–environmental sustainability dilemma in family firms remains unclear. Building on the upper echelons theory, we investigate how TMT heterogeneity drives the simultaneous pursuit of financial and environmental performance, which we refer to as hybrid financial–environmental performance, through sustainable-innovation practices. Additionally, we examine how family-firm governance mechanisms influence these relationships. Analyzing data from two matched samples of CEOs and senior production managers of Australian family firms, we find not only that TMT heterogeneity enhances …

Factors Affecting The Knowledge Of Women On Traditional Hand-Woven Fabric Products In Hongsa District, Xayabouly Province, Laos, Kitsana Chanthakhoun, Khanthavanh Phomlasaboud, Vongpasith Chanthakhoun, Phutthisun Kruekum, Nakarate Rungkawat, Saisakul Fongmul

Journal of Urban Culture Research

This study aimed to investigate the knowledge of traditional hand-woven products and the factors influencing this knowledge among 184 farmers in Hongsa District, Sayabouly Province, Laos. Data were collected through questionnaires and knowledge tests and analyzed using descriptive statistics and multiple regression analysis. The results showed that over 62.5% of the participants—most of whom were women—had a moderate level of knowledge about traditional hand-woven products. Several factors had a statistically significant positive relationship with knowledge (p < 0.05), including income earned from weaving, frequency of contact with neighbors, education level, and time spent on weaving activities. Conversely, age was found to have a significant negative effect on knowledge levels. These findings suggest that younger, better-educated individuals who are more socially connected and spend more time weaving tend to have higher levels of knowledge. Therefore, interventions aiming to sustain and conserve traditional hand-weaving practices should focus on strengthening knowledge-sharing among community members, improving access to education, and offering targeted training programs. Such efforts could enhance local income opportunities and support the long-term preservation of traditional cultural practices.

The Past And Future Of Employment Arbitration At The Federal Arbitration Act’S Centennial, Imre Stephen Szalai

Elisabeth Haub School of Law Faculty Publications

This Article begins with an overview of the FAA's origins, century-long trajectory, and transformation. Next, looking ahead, the Article discusses the future of employment arbitration. In particular, the analysis will center on two significant exemptions from the FAA, the transportation worker exemption found in the original text of the FAA and the Ending Forced Arbitration of Sexual Assault and Sexual Harassment Act of 2022. Unfortunately, there have been conflicting judicial decisions interpreting the scope of these exemptions, and these court decisions reveal the tension inherent in a statute originally designed for speed and simplicity and to address a narrow category …

Left-Hand Technique And The Limits Of The Possible, Ricardo Iznaola

Soundboard Scholar

This article conceptualizes classical guitar left-hand technique through a physiomechanical framework that places coordinated movement—particularly shifting—at the center of technical practice. Challenging traditional positional doctrines that privilege static hand forms and digital independence, the author argues that such approaches often disregard the functional anatomy of the limb, resulting in inefficiency, unnecessary tension, and potential injury.   Advancing the principle that form must follow function, the study proposes shifting as the fundamental technical category governing all left-hand procedures. A systematic typology—interpositional, intrapositional, and compound shifting—serves as the basis for analyzing arm-wrist-hand coordination across diverse technical contexts, including extensions and contractions, barrés, slurs, …

Gradient-Based, Post-Optimality Sensitivity Analysis With Respect To Parameters Of State Equations, Gene Hou, Jonathan Degroff

Mechanical & Aerospace Engineering Faculty Publications

Design optimization is a computational tool that can enable a designer to investigate the effectiveness of a design concept in an organized format. However, this design process requires the design variables, constraints, and objective function to be properly defined and expressed in mathematical forms. Post-optimality analysis thus becomes a necessary step to investigate different variations in the problem formulation and parameters to ensure that optimization produces a stable and trustworthy outcome. One efficient way to achieve this aim is to compute the local derivative of the optimized objective function with respect to the optimization problem parameters, such as bounds on …