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SimuQ: A Domain-Specific Language for Quantum Simulation with Analog Compilation
Yuxiang Peng - University of Maryland
Thursday, May 11, 2023, 10:00-11:00 am Calendar
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Abstract

Hamiltonian simulation is one of the most promising applications of quantum computing. Recent experimental results suggest that continuous-time analog quantum simulation would be advantageous over gate-based digital quantum simulation in the Noisy Intermediate-Size Quantum (NISQ) machine era. However, programming such analog quantum simulators is much more challenging due to the lack of a unified interface between hardware and software, and the only few known examples are all hardware-specific.

In this talk, we introduce SimuQ, the first domain-specific language for Hamiltonian simulation that supports pulse-level compilation to heterogeneous analog quantum simulators. Specifically, in SimuQ, front-end users will specify the target Hamiltonian evolution with a Hamiltonian modeling language, and the programmability of analog simulators is specified through a new abstraction called the abstract analog instruction set by hardware providers. Through a solver-based compilation, SimuQ will generate the pulse-level instruction schedule on the target analog simulator for the desired Hamiltonian evolution, which has been demonstrated on pulse-controlled superconducting (Qiskit Pulse) and neutral-atom (QuEra Bloqade) quantum systems, as well as on normal circuit-based digital quantum machines. Moreover, we present case studies of applying SimuQ in domain applications, exhibiting advantages in programming complexity and multi-platform compatibility. In the end, we will discuss what to expect from future developments of SimuQ and how everyone can participate in improving SimuQ.

This talk is organized by Andrea F. Svejda