Institution
University of Technology Sydney
Recent research
- Society & EconomicsOpen access
Governments increasingly use processing-time indicators to evaluate development assessment, although comparability across councils is uncertain. This study examines how application composition, determination pathways, recorded workflows and information practices affect council-le...
- Materials & EnergyOpen access
ABSTRACT Electrocatalytic ammonia oxidation reaction (AOR) offers a green route to nitrite (NO 2 − ) synthesis while coupling hydrogen evolution reaction. However, maintaining NO 2 − selectivity at high current density remains challenging due to the narrow thermodynamic windows f...
- Health & MedicineOpen access
Human-Informed Neural Networks (HINNs): Trust-Adaptive Learning with Expert Guidance
Artificial intelligence (AI) is increasingly deployed in domains where decisions carry substantial ethical, financial, regulatory, and clinical consequences. Conventional neural networks are commonly trained using fixed data-driven objective functions that may fail to represent t...
- Health & MedicineOpen access
Ranking microbial risk of self-supplied groundwater in urban Indonesia
Abstract In Indonesia, 61% of urban households use self-supplied groundwater, with 24% relying on it as a primary drinking water source. Many self-supplied sources contain faecal contamination, posing health risks. Identifying locations with elevated contamination risk can help t...
- Physics & SpaceOpen access
Semidefinite optimization of the measured relative entropies of quantum states and channels
Abstract The measured relative entropies of quantum states and channels find operational significance in quantum information theory as achievable error rates in hypothesis testing tasks. They are of interest in the near term, as they correspond to hybrid quantum–classical strateg...
Proceedings of the Royal Society A Mathematical Physical and Engineering Sciences2026-09-230 citationsDOI - AI & ComputingOpen access
Abstract We study the complexity of isomorphism problems for tensors, represented in coordinates by multiway arrays, under natural actions by classical groups such as orthogonal, unitary, and symplectic groups. These problems arise naturally in statistical data analysis and quant...
- BiologyOpen access
Unmasking the Influence of Viral Micro‐RNAs on Host Immunity
ABSTRACT Micro‐RNAs (miRNAs) are key regulators of human immunity, controlling critical cellular programmes including proliferation, differentiation, apoptosis, and immune activation to shape the host response to infection. Multiple human‐infecting viruses encode their own miRNA...
- BiologyOpen access
Epitranscriptomics has recently gained significant momentum due to technological advances and translational applications; however, studies on bacterial RNA modifications remain limited. Bacterial RNA is notoriously prone to degradation, and methodologies to investigate the epitra...
- Engineering & TechnologyOpen access
Weakening conjugation of organic cyclic additives towards advanced aqueous zinc-ion batteries
Aqueous zinc-ion batteries (AZIBs) offer a safe and economical option for energy storage but face zinc dendrites and parasitic reactions. Here we report 1,3,5-tris(2-hydroxyethyl) isocyanurate (THI) as an electrolyte additive that delivers environment-dependent dual-state protect...
- Health & MedicineOpen access
Impacts of a Statewide Prescription Drug Monitoring Program—Healthcare Practitioner Perspectives
ABSTRACT This study examined the perceived impacts of New South Wales' (NSW) statewide prescription drug monitoring program (PDMP; “SafeScript NSW”) from the perspective of prescribers and pharmacists, using a qualitative descriptive design. Fourteen prescribers and pharmacists w...
- Health & MedicineOpen access
Abstract Purpose To evaluate whether baseline well-delineated hyperreflective material (wdHRM) is associated with short-term visual outcome in treatment-naïve neovascular age-related macular degeneration (nAMD), whether this association differs by macular neovascularisation (MNV)...
- Health & MedicineOpen access
Abstract Purpose of Review Glucagon-like peptide-1 receptor agonists (GLP-1RAs) are increasingly used in the management of type 2 diabetes mellitus (T2DM) because of their established glycaemic, weight, cardiovascular, and kidney benefits. Recent observational evidence has raised...
- Society & EconomicsOpen access
Between myth and power: global players and the politics of reception of Black Myth: Wukong on Reddit
Once peripheral to the global gaming industry, Chinese studios have increasingly sought to reposition themselves as global creative leaders. Black Myth: Wukong (Game Science, 2024) marks a pivotal moment in this shift toward culturally distinctive, mechanically complex, and narra...
- AI & ComputingOpen access
Vision-language sample scoring with dynamic coverage-centric strategies
Data pruning reduces image-classifier training cost by replacing a full training set with a coreset. Existing methods often require training a target or proxy model to estimate sample importance, which ties data selection to a particular architecture. In addition, common allocati...
- Climate & EnvironmentOpen access
Coral reefs are deteriorating worldwide from the combined pressures of global climate change and local stressors. As such, reef restoration interventions are being applied to boost natural recovery and reef health. Outplanting success reported for restoration activities to date h...
- Society & EconomicsOpen access
Artificial intelligence (AI) is reshaping global labour markets, yet adoption remains uneven across sectors. This article employs a sociotechnical systems perspective to examine how national policy and institutional barriers shape AI implementation in advanced economies by examin...
- Engineering & TechnologyOpen access
Current Translational 3D In Vitro Models of Human Placental Tissue
Cellular models of placental tissue have the potential to recapitulate normal physiology, model disease, and facilitate therapeutic drug testing. In vivo or two-dimensional (2D) in vitro models of placental conditions have not been sufficiently representative of whole human tissu...
- Society & EconomicsOpen access
Windows of change as precursors to changing travel behaviour aligned with sustainable mobility
There is an increasing focus on ways in which we can achieve behavioural change associated with improved sustainability outcomes in the transport sector. In societies where the car is the dominant passenger transport mode with all of its associated interpretations of convenience,...
- Health & MedicineOpen access
Background The translation of research evidence into routine healthcare practice is often slow and inconsistent, even timely implementation can significantly improve patient outcomes. While implementation science offers strategies to close this gap, current approaches are frequen...
- Health & MedicineOpen access
Understanding the organizational readiness for behavior change is paramount for implementation success of new interventions and to avoid waste of resources. To assess organizational readiness of primary healthcare providers to refer users with chronic musculoskeletal pain for an...