# Ed Younis

Ed works as a developer and researcher in the area of quantum software systems. Primarily, his work is focused on quantum synthesis. He actively contributes towards several projects in this category:

BQSKit: Berkeley Quantum Synthesis Toolkit. A quantum software system centered around synthesis.

QFAST: Quantum Fast Approximate Synthesis Tool. An optimizer-based synthesis tool that hierarchically breaks down large problems into smaller ones. This is done by employing a continuous Pauli encoding of quantum circuits.

qFactor: Quantum Fast Circuit Optimizer. A domain-specific optimizer for quantum circuits. qFactor uses analytic methods to minimize the distance between a circuit structure and a target unitary matrix.

## Conference Papers

### Ethan H. Smith, Marc G. Davis, Jeffery M. Larson, Costin Iancu, "LEAP: Scaling Numerical Optimization Based Synthesis Using an Incremental Approach", International Workshop of Quantum Computing Software at Supercomputing, November 2020,

- Download File: LEAP-Heuristics-for-Near-Optimal-Synthesis-Targeting-NISQ-Devices.pdf (pdf: 125 KB)

## Others

### Ed Younis, Koushik Sen, Katherine Yelick, Costin Iancu, QFAST: Quantum Synthesis Using a Hierarchical Continuous Circuit Space, Bulletin of the American Physical Society, March 2021,

We present QFAST, a quantum synthesis tool designed to produce short circuits and to scale well in practice. Our contributions are: 1) a novel representation of circuits able to encode placement and topology; 2) a hierarchical approach with an iterative refinement formulation that combines "coarse-grained" fast optimization during circuit structure search with a good, but slower, optimization stage only in the final circuit instantiation. When compared against state-of-the-art techniques, although not always optimal, QFAST can reduce circuits for "time-dependent evolution" algorithms, as used by domain scientists, by 60x in depth. On typical circuits, it provides 4x better depth reduction than the widely used Qiskit and UniversalQ compilers. We also show the composability and tunability of our formulation in terms of circuit depth and running time. For example, we show how to generate shorter circuits by plugging in the best available third party synthesis algorithm at a given hierarchy level. Composability enables portability across chip architectures, which is missing from similar approaches.

QFAST is integrated with Qiskit and available at github.com/bqskit.