Quantum Complexity Theory (e.g. BQP)
This field classifies how difficult computational problems are for quantum computers. It focuses on…
Dequantization (e.g. dynamical Lie algebra)
When an exponential speedup over classical methods is claimed for a quantum algorithm, researchers seek to determine whether…
Measures and metrics for quantum advantage (e.g. magic, entanglement) and explainability
To demonstrate that a quantum computer is “better” than classical computational methods, metrics such as…
Quantum Tomography Methods
Quantum tomography methods are procedures for reconstructing the unknown state of a quantum system or the…
Quantum circuit design / quantum architecture search
Instead of manually designing quantum circuits, quantum architecture search…
Classical optimizers (e.g. quantum natural descent)
Even on quantum hardware, the “brain” that drives the optimization is typically…