Research
2026 Collaborations
- Science
Australian rock art: 3D modelling for research, conservation & education - ABP
Suburban Futures: The data of dwelling, design and demography - MDHS
Structural Racism Index of Housing: Towards health equity in Victoria - Arts
Building durable responses to gender inequality in Indonesia - Education
Teachers in cinema and television: A global database for research - FBE
Exploring moral paradoxes of fast fashion consumption via active learning - MDHS
Integrated genome-scale approach to map elemental proteome interactions - FEIT
ElectroAI: AI-driven electrochemical system optimisation - Science
Effects of extreme global warming on the distribution of terrestrial plants - FEIT
Leveraging AI structural inference to inform viral surveillance and vaccine selection - FFAM
Describing sound levels in Australia’s highest acuity paediatric intensive care unit - Law
Low-income, low-asset debtors in personal insolvency: An empirical study - Arts
Exploring literacy comprehension and research shifts in undergraduate writing - MDHS
Immersive immunology - MDHS
Improving preclinical models in psychiatry - Science
Developing a web scraping tool for the Australian Adaptation Database - Science
Revealing Melbourne’s hidden relationship with biodiversity - MDHS
Quantification of retinal vascular reactivity during acute hyperglycaemia - FFAM
Spotify Wrapped Unpacked
2025 Collaborations
- Arts
CRMSON AI-powered Crew Resource Management Safety Optimiser Nexus - MDHS
Predicting irreversible loss in glaucoma - Science
Hyperspectral models for non-invasive analysis of Indigenous Australian rock art - Arts
Enhancing student communication using speech technology and digital tools - FEIT
Mapping cultural differences in word meanings using cultural knowledge graphs - MDHS
TikTok use among people with and without eating disorders - Science
Micro-CT analysis of zebrafish models for liver cancer using deep learning methods - ABP
Stream Dynamics: A guide for hydrology and landscape design professions - Arts
An interventionist approach to explainable AI - Education
Strengthening Pacific literacy learning and inclusion - FBE
Characterising human cognitive strategies in decision-making - FEIT
CellMimics: A microscopy image generator for AI image segmentation model training - FEIT
Enhancing language technology for Anatolian languages - FFAM
Migrant music-making and dance in postwar Australia - Law
Monitoring political misinformation and disinformation on Chinese-language platforms - MDHS
Orientation decoding across cortical layers with high-field 7 Tesla fMRI - FEIT
Roadmap for an Osteoarthritis Research Data Hub - MDHS
Agent-based model of how the NDIS impacts employment and mental health - MDHS
Capturing and displaying the intricacy of the functioning brain - Science
Machine learning-driven discovery of virulence factors in fungal pathogens
2024 Collaborations
- Science
Mapping air temperatures in Western Melbourne through ML - FEIT
Immersive dynamic visualisations of ancient landscapes - Arts
Beyond Certification - Arts
Determining sources for Nicholas Trevet's commentary on Livy - Science
AI denoising of phase-contrast CT for breast cancer imaging - ABP
Map of the Month pilot program - FBE
From numbers to news to narratives - Law
Harnessing conversational AI for legal knowledge - MDHS
The Open Science Atlas - MDHS
Digital phenotyping data from wearables and smartphones - Arts
Using deep neural network models to decipher Linear A - MDHS
Melbourne's buried teeth - Science
Dynamic wildfire risk modelling and visualisation - Education
EDGE Study - MDHS
Geometric DL for bacterial taxonomic classification
2023 Collaborations
- Science
Assisting AU's transition to a more environmentally sustainable diet - Education
Stories of Hope - Arts
Computational methods for artwork authentication using hyperspectral imaging - Science
Increasing comparative genomic resources for amphibians - FEIT
Trans-diagnostic assessment of neurodevelopment with wearable eye-tracking tech - MDHS
Analysing decisions with the LATER model: an open-source tool - Arts
Infrastructure and methods for forensic audio transcription experiments - Science
Forecasting risks to savanna ecosystems in northern AU under global change - MDHS
Developing a convolutional neural network for the analysis of gonadal tissue - MDHS
Social network mapping social networks in disaster-affected communities - FBE
Socio-economic change and the realisation of climate risk - MDHS
Facilitating cognitive research in clinical environments
2022 Collaborations
- Science
Unlocking herbarium data to accelerate biodiversity and evolutionary research - Science
Screening genome sequencing data for Eukaryome of global kelp species - MDHS
Infectious disease genomics: from database to phylodynamics - Science
FATCAT: pipeline to assess functional changes in coral-associated bacterial communities - MDHS
ML and patterns of primary care use in cancer diagnosis & outcomes - FEIT
Artificial intelligence-based image enhancement and segmentation - Science
Refinement of predicted protein structures and accuracy evaluation - Arts
Tracking changes in conservative political rhetoric over time - FEIT
Deep learning to explore predictive power of eye images for dementia outcomes - Education
Designing and Implementing an Interactive Data Platform for the MECCE Project - ABP
Fit for Students - Arts
Caring for data now and for the future - MDHS
Improved outcomes for people with complex mental health issues: SANE AU
2021 Collaborations
- ABP
Longitudinal Mapping of Residential Building Projects in Victoria - ABP
City of Melbourne Sustainable Development Goals - FFAM
Linking song collections and communities - Law
A Fair Day's Work: Detecting Wage Theft with Data - Science
Constraining the thermal evolution of Earth's crust using ML - Science
Forecasting Bushfire Risk - Science
ML for delineation of bankfull stream channel dimensions from LiDAR data - ABP
Visualising networks and mobilities in the architecture profession - Arts
Community-driven data initiatives to prevent HIV in Indonesia - FVAS (Science)
Tackling the canine microbiome in chronic enteropathy - MDHS
ML and Patterns of Primary Care Use in Cancer Diagnosis and Outcomes - Arts
Social Media Disinformation and the Papua Conflict - Arts
Associate: Encoding manuscripts as primary research objects - Law
Digitally benchmarking public attitudes to secondary use of health data - Science
Accelerating large dimensional stochastic simulation models - FFAM/MSE
The Heart