ORCID
- Muhammed Kashif: 0000-0001-7951-6568
- Mark E. Keating: 0009-0007-0971-9651
- Hugh J. Byrne: 0000-0002-1735-8610
Abstract
Seeded MCR-ALS with optimized seeding weights enhances spectral unmixing by mitigating rank deficiency issues, yielding reliable concentration profiles, reducing residual errors and enhancing kinetic interpretation.
DOI Link
Publication Date
2026-02-23
Publication Title
Analyst
Volume
151
Issue
7
ISSN
0003-2654
First Page
2024
Last Page
2036
Deposit Date
2026-03-02
Funding
MK is supported by Research Ireland Frontiers for the Future Award 20/FFPP/8517. MEK is supported by Research Ireland Frontiers for Partnership Award 21/FFP-A/9091.
Creative Commons License
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License
Additional Links
Recommended Citation
Kashif, Muhammed; Keating, Mark E.; and Byrne, Hugh J., "Raman spectroscopic monitoring of multiproduct chemical reaction kinetics; the case of ester hydrolysis" (2026). Research Outputs: 2025-Present. 9.
https://arrow.tudublin.ie/focas2ro/9