Optimal spectroscopic measurement design: Bayesian framework for rational data acquisition

We propose an optimal experimental design method for spectroscopic measurements that can determine the appropriate number and placement of measurement points in a rational manner. Spectroscopic measurements are fundamental for material characterization. It is essential to determine the optimal exper...

Full description

Saved in:
Bibliographic Details
Main Authors: Yusei Ito, Yasuo Takeichi, Hideitsu Hino, Kanta Ono
Format: Article
Language:English
Published: IOP Publishing 2025-01-01
Series:Machine Learning: Science and Technology
Subjects:
Online Access:https://doi.org/10.1088/2632-2153/add0f6
Tags: Add Tag
No Tags, Be the first to tag this record!