Spectrum adapted expectation-conditional maximization algorithm for extending high–throughput peak separation method in XPS analysis
- Resource Type
- Authors
- Kenji Nagata; Yasunobu Ando; Shotaro Akaho; Tarojiro Matsumura; Naoka Nagamura
- Source
- Science and Technology of Advanced Materials: Methods. 1:45-55
- Subject
- Materials science
X-ray photoelectron spectroscopy
Spectrum (functional analysis)
Separation method
Peak fitting
General Medicine
Maximization
Spectral data
Throughput (business)
Algorithm
High throughput analysis
- Language
- ISSN
- 2766-0400
We introduced the spectrum-adapted expectation-conditional maximization (ECM) algorithm to improve the efficiency of the peak fitting of spectral data by various fitting models. The spectrum-adapte...