Selected projects
Projects from model understanding to forecast-to-decision systems and science communication
Selected research and science-communication projects are listed below. Project pages distinguish between completed results, accepted work, and ongoing activities.
Ongoing science communication
Quantum Machine Learning Podcasts
A podcast project that makes Quantum Machine Learning concepts, research questions, and applications more accessible through concise audio episodes.
Accepted at IEEE Quantum Week 2026
Hybrid Quantum Risk Minimisation for Spatial Flood Allocation
A QRU–CVaR–QUBO–QAOA pipeline that links hydrological forecasting to correlation-aware spatial tail-risk allocation and evaluates both simulator and current-hardware constraints.
Ongoing research
Explainable AI for Cross-Day EMG Gesture Classification
An XAI study of multichannel EMG gesture classification under cross-day and domain shift, designed to separate physiologically meaningful signal regions from unstable model artefacts.
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