Modeling, optimization and AI-forecasting technology in Raman spectrometry

• Published in: Проблеми керування та інформатики
• Date: 2025
• Main Author: Bilak, Yu.
• Format: Article
• Language: English
• Published: Інститут кібернетики ім. В.М. Глушкова НАН України 2025
• Subjects: Роботи та системи штучного інтелекту
• Online Access: https://nasplib.isofts.kiev.ua/handle/123456789/211377
• Journal Title: Digital Library of Periodicals of National Academy of Sciences of Ukraine
• Cite this: Modeling, optimization and AI-forecasting technology in Raman spectrometry / Yu. Bilak // Проблемы управления и информатики. — 2025. — № 2. — С. 99-112. — Бібліогр.: 22 назв. — англ.

In the work, the technology of modeling, optimization and prediction of spectral characteristics of thin films based on Raman spectroscopy with the use of artificial intelligence was developed. Modern machine learning methods are implemented, including ensemble algorithms (random forest, gradient bo...