Gaussian process-based quasi-coherent noise suppression in magnetic confinement devices with superconductors

Gaussian process (GP)-based technique suppressing quasi-coherent noises, i.e. structured noises, is developed which is more effective than conventional denoising techniques such as using frequency-domain filters. Superconducting devices like KSTAR, EAST, JT-60SA and ITER require separate sets of nor...

وصف كامل

التفاصيل البيبلوغرافية
الحاوية / القاعدة:Nuclear Fusion
المؤلفون الرئيسيون: Jaewook Kim, Jayhyun Kim, Y.-c. Ghim, Juhyeok Jang
التنسيق: مقال
اللغة:الإنجليزية
منشور في: IOP Publishing 2023-01-01
الموضوعات:
quasi-coherent noise
electromagnetic interference noise
Bayesian inference
noise suppression
Gaussian process
model optimization
الوصول للمادة أونلاين:https://doi.org/10.1088/1741-4326/acf1b1

الانترنت

https://doi.org/10.1088/1741-4326/acf1b1

مواد مشابهة