FiraQuantum

Quantum and deep-tech, under one roof

FiraQuantum is the umbrella for Fira Software Ltd's quantum and advanced-science work: post-quantum security scanners, quantum-inspired finance, scientific simulation and maritime AI, alongside the peer-reviewed research behind them. This page is an index of everything, for information only.

Post-Quantum Security

Products

Quantum Finance

Product + Research

Research

Papers & Articles

Quantum finance — variational quantum and quantum-inspired methods for portfolio optimisation.

1

Quantum and Quantum-Inspired Algorithms for Financial Trading

A survey and benchmark of quantum and quantum-inspired approaches applied to financial trading.

2

Quantum Reinforcement Learning for Portfolio Rebalancing

Reinforcement learning over quantum-augmented circuits for dynamic portfolio rebalancing.

3

Mitigating Barren Plateaus and Quantum Noise in Variational Portfolio Optimisation

Techniques to keep variational quantum optimisers trainable under noise.

4

Barren Plateaus in Variational Quantum Circuits for Portfolio Optimisation: A Systematic Empirical Study

An empirical study of how circuit depth and qubit count drive barren plateaus.

Post-quantum cryptography — standards, deployment and migration assurance.

A

Post-Quantum Cryptography: A Comprehensive Literature Review of Current Standards, Implementation Challenges, and Future Directions

A review of the post-quantum standards landscape and the open challenges in adoption.

B

Implementing Quantum-Secure Cryptography: A Comprehensive Guide to Post-Quantum Algorithm Deployment, Performance Optimisation, and Migration Strategies

A practical guide to deploying post-quantum algorithms, tuning performance and planning migration.

C

From Inventory to Evidence: A Post-Quantum Assurance Graph for Cryptographic Migration

A graph-based model that turns a cryptographic inventory into auditable migration evidence.

Scientific Computing & AI

Products