Using machine learning to map simulated noisy and laser-limited multidimensional spectra to molecular electronic couplings
Experimental conditions can both hamper and enhance the capacity of neural networks to map multidimensional electronic spectra to molecular properties.
Authors
- David N. Beratan
- Kelsey A. Parker (ORCID: https://orcid.org/0000-0002-9176-3681)
- Jonathan D. Schultz (ORCID: https://orcid.org/0000-0002-3386-5460)
- Bashir Sbaiti
Institutions
- Duke University (US)
Publication Details
- Journal
- Digital Discovery
- Published
- 2025-01-01
- DOI
- https://doi.org/10.1039/d5dd00125k
- Citations
- 2
- Primary Topic
- Spectroscopy and Quantum Chemical Studies
- Type
- article
- Field-Weighted Citation Impact
- 2.49
Funders
- U.S. Department of Energy
- Arnold and Mabel Beckman Foundation
- Basic Energy Sciences