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  • Quantum Walks exploring diverse portfolio configurations by simulating the probabilistic evolution of assets across a graph-based structure.
  • Quantum stochastic dominance methods testing how quantum systems can support optimal investment selection, using majorisation techniques.
  • Quantum Kernel Methods applied to enhance fraud detection by enabling more efficient classification of anomalous transactions within large datasets.
  • Quantum Monte Carlo simulation for Risk at Value and Credit Valuation Adjustment.
  • Resource estimation for RSA 2048, understanding when classical encryption will be broken. 
  • The adaption of QAOA based optimisation codes to explore radar transmitter-receiver placement.
  • Chemically accurate modelling of battery processes, to enable battery optimisation.
  • Modeling radiation and predicting collision of particles with materials.