RESEARCH

Research at the frontier of finance.

Advanced computation provides analytical methods; blockchains provide settlement and verification infrastructure; agentic systems connect these capabilities through autonomous decisions and programmable payments. Quantum and blockchain are the primary emphasis.

COMPUTATION · INFRASTRUCTURE · INTELLIGENCE

1 / INTELLIGENCE

Agentic Finance

Autonomous AI agents in financial markets, agent-to-agent payments and the separation of inference from execution authority. The focus is on verification, accountability and replayable assurance, linking intelligent decisions with blockchain enforcement.

Read AI agents article

2 / INFRASTRUCTURE

Blockchain and Decentralised Finance

Digital assets, tokenisation, CBDCs, stablecoins and distributed-ledger settlement. This research examines how programmable infrastructure changes trust, liquidity and the creation and circulation of money.

Read settlement paper

Computational Finance (Quantum Computing)

3 / COMPUTATION

Quantum and quantum-inspired methods for portfolio optimisation, derivative pricing, risk estimation, machine learning and post-quantum security. Current work includes hybrid quantum–classical methods and the Quantum Network of Assets (QNA), a density-operator framework for market dependence and structural risk. QNA is quantum-inspired, not a claim of quantum-hardware execution.

Read quantum finance review

Explore publications and research outputs.

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