RESEARCH INTERESTs

Rosa's research interests include

i. Optimisation for Explainable/Responsible AI (XAI) or other filed related to Mchine Learning/Deep Learning/GNN, 

ii. Causal Discovery for Explainability, 

iii. Generative/Context-Aware Recommendation Systems, 

iv. Large Language Models (LLMs) for Sustainability Analytics (applications in supply chain management, energy transitions, and environmental governance).

v. Empirical Opertions Management (Global studies, Real-worlds operations, human-AI interactis)

FUNDED RESEARCH

  • GRANT
    Bridging Data and Dynamics: Hybrid Machine Learning Frameworks for Climate-Resilient Estuaries
    Department of Climate Change, Energy, the Environment and Water (NSW)1 Jul 2025
    People funded by this grant:
    • Taghikhah F
  • GRANT
    Digital Innovation for Net-Zero Cities: Projects for Resilient, Sustainable and Just Urban Future
    Net Zero Institute1 Jan 2024
    People funded by this grant:
  • GRANT
    Solar vs agriculture: Land Use, Economics, and Policy
    Office of Global and Research Engagement1 Jan 2024
    People funded by this grant:
  • GRANT
    Modelling community renewable energy to explore Australia's low-carbon energy transition: The impact of policy changes
    Sydney Business School1 Jan 2023
    People funded by this grant:
    • Taghikhah F
  • GRANT
    Integrated Farm Modelling to Improve Resilience and Sustainable Prosperity
    Australian Research Council (ARC)1 Sep 2021 - 18 Sep 2025
    People funded by this grant:
    • Costanza R,
    • Pechey L,
    • Voinov A,
    • Bisom N,
    • Borevitz J