27 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Queensland University of TechnologyAU3 papers
- Beijing Institute of TechnologyCN2 papers
- Commonwealth Scientific and Industrial Research OrganisationAU1 paper
- Complexity Science HubAT1 paper
- CSIRO Land and WaterAU1 paper
- Deakin UniversityAU1 paper
- Huazhong Agricultural UniversityCN1 paper
- Thales (Australia)AU1 paper
- Thales (Portugal)PT1 paper
- The University of OsakaJP1 paper
- The University of QueenslandAU1 paper
- The University of SydneyAU1 paper
10 papers
A Mixed-Method Empirical Study of LLM Assistance in Software Engineering Workflows
Pamali D. Weerasinghe, Roshan N. Rajapakse, Isuru Dharmadasa +1
Large Language Models (LLMs) are increasingly integrated into software development workflows, yet their effects are often discussed without distinguishing between task types, devel…
Coating Breakdown Prediction for Ships and Inspection Planning
Huy Truong-Ba, Michael E. Cholette, Geoffrey Will +1
Marine corrosion significantly reduces a ship's availability, increases costs of operation and could impact safety. Protective coatings mitigate these risks, but their effectivenes…
F-mode Oscillations of Neutron Stars with Dark Matter from Neutron Decay: Implications for Gravitational-Wave Detectability
Wasif Husain
In this study, the impact of neutron decay into dark matter and various dark matter self-interaction strengths on neutron star properties have been explored. Using the quark-meson…
Robust Deep Signed Graph Clustering via Weak Balance Theory
Peiyao Zhao, Xin Li, Zeyu Zhang +3
Signed graph clustering is a critical technique for discovering community structures in graphs that exhibit both positive and negative relationships. We have identified two signifi…
Physics-Informed Machine Learning for Microscale Drying of Plant-Based Foods: A Systematic Review of Computational Models and Experimental Insights
C. P. Batuwatta-Gamage, H. Jeong, HCP Karunasena +3
This review examines the current state of research on microscale cellular changes during the drying of plant-based food materials (PBFM), with particular emphasis on computational…
Secure Deep Reinforcement Learning for Dynamic Resource Allocation in Wireless MEC Networks
Xin Hao, Phee Lep Yeoh, Changyang She +2
This paper proposes a blockchain-secured deep reinforcement learning (BC-DRL) optimization framework for {data management and} resource allocation in decentralized {wireless mobile…
Beyond expected values: Making environmental decisions using value of information analysis when measurement outcome matters
Morenikeji D. Akinlotan, David J. Warne, Kate J. Helmstedt +5
In ecological and environmental contexts, management actions must sometimes be chosen urgently. Value of information (VoI) analysis provides a quantitative toolkit for projecting t…
Exploring investor behavior in Bitcoin: a study of the disposition effect
Jürgen E. Schatzmann, Bernhard Haslhofer
Investors commonly exhibit the disposition effect - the irrational tendency to sell their winning investments and hold onto their losing ones. While this phenomenon has been observ…
GANE: A Generative Adversarial Network Embedding
Huiting Hong, Xin Li, Mingzhong Wang
Network embedding has become a hot research topic recently which can provide low-dimensional feature representations for many machine learning applications. Current work focuses on…
Gender gap and polarisation of physics on global courses
Allan L. Alinea, Wade Naylor
We extend on previous research on the Force Concept Inventory (FCI) given to first year classical mechanics students (N=66 students, over four years) pre and post score, for studen…