Improving Quantum Circuit Synthesis with Machine Learning

no code implementations • 9 Jun 2023 • Mathias Weiden, Ed Younis, Justin Kalloor, John Kubiatowicz, Costin Iancu

In the Noisy Intermediate Scale Quantum (NISQ) era, finding implementations of quantum algorithms that minimize the number of expensive and error prone multi-qubit gates is vital to ensure computations produce meaningful outputs.

Constant-Depth Circuits for Dynamic Simulations of Materials on Quantum Computers

1 code implementation • 12 Mar 2021 • Lindsay Bassman, Roel Van Beeumen, Ed Younis, Ethan Smith, Costin Iancu, Wibe A. de Jong

Current algorithms for Hamiltonian simulation, however, produce circuits that grow in depth with increasing simulation time, limiting feasible simulations to short-time dynamics.

Quantum Physics

QFAST: Quantum Synthesis Using a Hierarchical Continuous Circuit Space

3 code implementations • 9 Mar 2020 • Ed Younis, Koushik Sen, Katherine Yelick, Costin Iancu

We present QFAST, a quantum synthesis tool designed to produce short circuits and to scale well in practice.

Quantum Physics