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Qubit Routing Strategies Using Machine Learning

To make an arbitrary quantum circuit executable on a given target architecture, a quantum compiler has to insert SWAP gates so that gates in the original circuit only ever occur between qubits located at adjacent nodes, a process known as Qubit Routing1. The process produce a new circuit, possibly with a greater depth, that implements the same unitary function as the original circuit while respecting the topological constraints


Faculty Name

Animesh Sinha
Utkarsh
Harjinder Singh

Research Area

Machine Learning.

Type of Work

Idea.

Potential Applications

Quantum Compilation.