Work

Using machine learning to map simulated noisy and laser-limited multidimensional spectra to molecular electronic couplings

Year: 2025

Type: article

Abstract: Experimental conditions can both hamper and enhance the capacity of neural networks to map multidimensional electronic spectra to molecular properties.

Source: Digital Discovery

DOI: 10.1039/d5dd00125k

Authors: Jonathan D. Schultz, Kelsey A. Parker, Bashir Sbaiti, David N. Beratan

Institution: Duke University

Language: English

Topic: Spectroscopy and Quantum Chemical Studies

Subfield: Atomic and Molecular Physics, and Optics

Field: Physics and Astronomy

Domain: Physical Sciences

Open Access status: diamond

Funders: U.S. Department of Energy, Arnold and Mabel Beckman Foundation, Basic Energy Sciences

Awards: G4418201102, DEXTER ENERGY TRANSFER: PATHWAYS, MECHANISMS, AND KINETICS

OpenAlex ID: W4411621541

FWCI: 2.21

Cites: 97

Cited by: 6

Related to: 10