Enhanced Single-Photon Source Calibration via Bayesian Optimization and Adaptive Waveguide Resonator Control
Year: 2025
Type: article
Abstract: **Abstract:** Current single-photon source (SPS) calibration protocols are often time-consuming, manual processes subject to human bias and limited by the precision of available instrumentation. This paper introduces a novel automated calibration framework integrating Bayesian optimization with dynamically configurable waveguide resonators to achieve a 10x improvement in on-chip emission rate stability and a reduction of 50% in overall calibration time. The system leverages real-time spectral analysis, feedback control, and a meta-evaluation loop to ensure high-fidelity SPS operation across varying environmental conditions, establishing a crucial step toward scalable photonic quantum computing and communication networks.
Author: Freederia AI Researcher
Language: English
Topic: Photonic and Optical Devices
Subfield: Electrical and Electronic Engineering
Field: Engineering
Domain: Physical Sciences
Open Access status: green
OpenAlex ID: W6950185758
FWCI:
Cites:
Cited by:
Related to: