Continuous-Variable Photonic Quantum Computing and Nonlinear Kerr Dynamics in Quantum Machine Learning

This work presents a high-performance, memory-safe continuous-variable (CV) photonic quantum computing simulator developed from scratch in Rust. The implementation features a rigorous 4-stage pipeline modeling initial symmetric vacuum states, single-mode squeezing, phase-space rotation, and non-Gaussian Kerr dynamics. By leveraging Rust's bare-metal execution speed and compile-time memory safety, this simulator provides a robust computational framework for investigating non-linear feature maps, phase-space deformations, and photonic architectures in Quantum Machine Learning (QML) without relying on heavy garbage collection overheads.

Authors

Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-10-12
DOI
https://doi.org/10.5281/zenodo.23325490
Primary Topic
Quantum Computing Algorithms and Architecture
Type
preprint
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preprint

Continuous-Variable Photonic Quantum Computing and Nonlinear Kerr Dynamics in Quantum Machine Learning

Adalberto López Morales
Zenodo (CERN European Organization for Nuclear Research)
Quantum Computing Algorithms and Architecture
preprint

Continuous-Variable Photonic Quantum Computing and Nonlinear Kerr Dynamics in Quantum Machine Learning

Adalberto López Morales
preprint en

Abstract

This work presents a high-performance, memory-safe continuous-variable (CV) photonic quantum computing simulator developed from scratch in Rust. The implementation features a rigorous 4-stage pipeline modeling initial symmetric vacuum states, single-mode squeezing, phase-space rotation, and non-Gaussian Kerr dynamics. By leveraging Rust's bare-metal execution speed and compile-time memory safety, this simulator provides a robust computational framework for investigating non-linear feature maps, phase-space deformations, and photonic architectures in Quantum Machine Learning (QML) without relying on heavy garbage collection overheads.

Zenodo (CERN European Organization for Nuclear Research)
Quantum Computing Algorithms and Architecture
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Continuous-Variable Photonic Quantum Computing and Nonlinear Kerr Dynamics in Quantum Machine Learning — Adalberto López Morales · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS