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Quantum Abstract Interpretation

ACM SIGPLAN via YouTube

Overview

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Explore quantum abstract interpretation in this conference talk presented by Jens Palsberg at PLDI 2021. Delve into the challenges of simulating quantum programs with large numbers of qubits and discover a novel static technique for program analysis. Learn about the key insight of representing abstract states as tuples of projections, and understand how abstraction and concretization functions form a Galois connection to define abstract operations. Examine the application of this approach to automatically verify assertions in polynomial time, with examples from benchmarks such as Bernstein-Vazirani, GHZ, and Grover involving up to 300 qubits. Gain insights into this joint work with Nengkun Yu, which offers a promising solution for analyzing and understanding large-scale quantum programs beyond the current simulation capabilities of supercomputers.

Syllabus

[N40AI'24] Quantum Abstract Interpretation

Taught by

ACM SIGPLAN

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