Articles by University of Melbourne

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University of Melbourne

unimelb.edu.au

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575

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TypeEvalPy: A Micro-benchmarking Framework for Python Type Inference Tools

2 January 2024 by Ashwin Prasad Shivarpatna Venkatesh and others at

University of Melbourne

Software Engineering

The Impact of Local Strain Fields in Non-Collinear Antiferromagnetic Films

22 December 2023 by Freya Johnson and others at

University of Melbourne

Materials Science, Strongly Correlated Electrons

Development and User Experiences of a Novel Virtual Reality Task for Poststroke Visuospatial Neglect: An Exploratory Pilot Study

18 August 2025 by Andrew Danso and others at

University of Melbourne

Human-Computer Interaction

Fractional Deep Reinforcement Learning for Age-Minimal Mobile Edge Computing

19 December 2023 by Lyudong Jin and others at

University of Melbourne

Machine Learning, Networking and Internet Architecture

A parallelized cellular Potts model that enables simulations at tissue scale

14 December 2023 by Shabaz Sultan and others at

University of Melbourne

Tissues and Organs

NestE: Modeling Nested Relational Structures for Knowledge Graph Reasoning

14 December 2023 by Bo Xiong and others at

University of Melbourne

Artificial Intelligence

A spatial multiscale mathematical model of Plasmodium vivax transmission

10 December 2023 by Shoshana Elgart and others at

University of Melbourne

Populations and Evolution, Dynamical Systems

JWST UNCOVER: The Overabundance of Ultraviolet-luminous Galaxies at z>9

26 July 2024 by Iryna Chemerynska and others at

University of Melbourne

Astrophysics of Galaxies

PhysioCHI: Towards Best Practices for Integrating Physiological Signals in HCI

11 December 2023 by Francesco Chiossi and others at

University of Melbourne

Human-Computer Interaction

Bayesian estimation of cross-coupling and reflection systematics in 21cm array visibility data

5 March 2025 by Geoff Murphy and others at

University of Melbourne

Instrumentation and Methods for Astrophysics, Cosmology and Nongalactic Astrophysics

Clustering by Contour coreset and variational quantum eigensolver

6 December 2023 by Clement Yung and Muhammad Usman at

University of Melbourne

Quantum Physics, Machine Learning

Explainable AI is Responsible AI: How Explainability Creates Trustworthy and Socially Responsible Artificial Intelligence

4 December 2023 by Stephanie Baker and Wei Xiang at

University of Melbourne

Artificial Intelligence, Computers and Society

Impact of Data Augmentation on QCNNs

1 December 2023 by Leting Zhouli and others at

University of Melbourne

Quantum Physics, Computer Vision and Pattern Recognition

Agent-OM: Leveraging LLM Agents for Ontology Matching

7 days ago by Zhangcheng Qiang and others at

University of Melbourne

Artificial Intelligence, Computation and Language

Game-Theoretic Analysis of Adversarial Decision Making in a Complex Sociophysical System

4 December 2023 by Andrew Cullen and others at

University of Melbourne

Physics and Society, Mathematical Physics

Steric Control of Mg‒Mg Bond Formation vs N2 Activation in the Potassium Reduction of Bulky Magnesium Diamide Complexes

23 November 2023 by Rahul Mondal and others at

University of Melbourne

Inorganic Chemistry, Organometallic Chemistry

Neural Graph Collaborative Filtering Using Variational Inference

2 December 2023 by Narges Sadat Fazeli Dehkordi and others at

University of Melbourne

Information Retrieval, Artificial Intelligence

Evaluating LLMs on Document-Based QA: Exact Answer Selection and Numerical Extraction using Cogtale dataset

3 January 2024 by Zafaryab Rasool and others at

University of Melbourne

Information Retrieval

Psychometric Predictive Power of Large Language Models

15 April 2024 by Tatsuki Kuribayashi and others at

University of Melbourne

Computation and Language, Artificial Intelligence

Open-Set Graph Anomaly Detection via Normal Structure Regularisation

20 June 2025 by Qizhou Wang and others at

University of Melbourne

Machine Learning, Artificial Intelligence

Portfolio diversification with varying investor abilities

26 December 2023 by Nick James and Max Menzies at

University of Melbourne

Portfolio Management, Statistical Finance

Time-Varying Identification of Monetary Policy Shocks

8 May 2024 by Annika Camehl and Tomasz Woźniak at

University of Melbourne

Econometrics, Applications

The metallicity variations along the chromosome maps: The Globular Cluster 47 Tucanae

3 November 2023 by Anna Fabiola Marino and others at

University of Melbourne

Astrophysics of Galaxies, Solar and Stellar Astrophysics

Multi-EuP: The Multilingual European Parliament Dataset for Analysis of Bias in Information Retrieval

3 November 2023 by Jinrui Yang and others at

University of Melbourne

Computation and Language, Artificial Intelligence

"Close...but not as good as an educator." -- Using ChatGPT to provide formative feedback in large-class collaborative learning

2 November 2023 by Cory Dal Ponte and others at

University of Melbourne

Human-Computer Interaction, Artificial Intelligence

Development of a microcosting protocol to determine the economic cost of diagnostic genomic testing for rare diseases in Australia

29 November 2023 by D. Mordaunt and others at

University of Melbourne

Health Economics

Enhanced Sub-kpc Scale Star-formation: Results From A JWST Size Analysis of 341 Galaxies At 5<z<14

12 December 2023 by Takahiro Morishita and others at

University of Melbourne

Astrophysics of Galaxies

How effective was maritime quarantine in Australia during the influenza pandemic of 1918-19?

27 November 2023 by P. Alahakoon and others at

University of Melbourne

Epidemiology

A systematic review of the use of Deep Learning in Satellite Imagery for Agriculture

14 January 2025 by Brandon Victor and others at

University of Melbourne

Computer Vision and Pattern Recognition, Machine Learning

Experimental graybox quantum system identification and control

29 November 2023 by Akram Youssry and others at

University of Melbourne

Quantum Physics, Systems and Control

Topics

Neuroscience Astrophysics of Galaxies High Energy Physics Cosmology and Nongalactic Astrophysics Bioinformatics Microbiology Genomics Machine Learning Evolutionary Biology Ecology Artificial Intelligence Genetics Systems Biology Computation and Language Infectious Diseases