Quantum Computing
Our Focus
We investigate what becomes possible when classical limits no longer apply. Quantum computing is still early, but the implications for cryptography, optimization, and simulation are too significant to ignore.
Our work is grounded in practical reality — we study quantum algorithms and hybrid classical-quantum systems with an eye toward near-term applications, not just theoretical promise.
Key Research Areas
Quantum Algorithms
Algorithm design for NISQ-era and fault-tolerant quantum hardware. We study which problems genuinely benefit from quantum speedup and which are better left to classical methods.
Post-Quantum Cryptography
Migration strategies and implementation guidance for post-quantum cryptographic standards. We research how organizations should prepare for a world where current encryption may become vulnerable.
Hybrid Systems
Classical-quantum integration patterns and middleware. We study how quantum processors can be composed with classical infrastructure to solve problems that neither could handle alone.
Which real-world problems will see meaningful quantum advantage first?
The most likely near-term candidates are molecular simulation for drug discovery, certain optimization problems in logistics and finance, and cryptographic applications. Problems with inherent quantum structure will benefit first.
How should organizations plan their post-quantum cryptography migration?
Begin with a cryptographic inventory, prioritize data with long confidentiality requirements, adopt hybrid schemes that layer post-quantum algorithms alongside classical ones, and track NIST PQC standard finalization.
What are the practical challenges of hybrid classical-quantum systems?
Key challenges include managing latency between processors, designing effective problem decomposition, handling NISQ hardware limitations, building middleware, and developing testing workflows for fundamentally different computing paradigms.
Where is quantum hype outpacing quantum reality?
Hype exceeds reality in claims of near-term general quantum supremacy, quantum AI convergence timelines, and the immediacy of cryptographic threats. Honest assessment of timelines helps organizations make better strategic decisions.