Machine learning for electronically excited states of molecules

J Westermayr, P Marquetand - Chemical Reviews, 2020 - ACS Publications
Electronically excited states of molecules are at the heart of photochemistry, photophysics,
as well as photobiology and also play a role in material science. Their theoretical description …

Topological metamaterials

X Ni, S Yves, A Krasnok, A Alu - Chemical Reviews, 2023 - ACS Publications
The topological properties of an object, associated with an integer called the topological
invariant, are global features that cannot change continuously but only through abrupt …

How UV light touches the brain and endocrine system through skin, and why

AT Slominski, MA Zmijewski, PM Plonka… - …, 2018 - academic.oup.com
The skin, a self-regulating protective barrier organ, is empowered with sensory and
computing capabilities to counteract the environmental stressors to maintain and restore …

Combining SchNet and SHARC: The SchNarc machine learning approach for excited-state dynamics

J Westermayr, M Gastegger… - The journal of physical …, 2020 - ACS Publications
In recent years, deep learning has become a part of our everyday life and is revolutionizing
quantum chemistry as well. In this work, we show how deep learning can be used to …

Machine learning enables long time scale molecular photodynamics simulations

J Westermayr, M Gastegger, MFSJ Menger, S Mai… - Chemical …, 2019 - pubs.rsc.org
Photo-induced processes are fundamental in nature but accurate simulations of their
dynamics are seriously limited by the cost of the underlying quantum chemical calculations …

DNA excited-state dynamics: from single bases to the double helix

CT Middleton, K de La Harpe, C Su… - Annual review of …, 2009 - annualreviews.org
Ultraviolet light is strongly absorbed by DNA, producing excited electronic states that
sometimes initiate damaging photochemical reactions. Fully map** the reactive and …

Progress and challenges in the calculation of electronic excited states

L González, D Escudero, L Serrano‐Andrés - ChemPhysChem, 2012 - Wiley Online Library
A detailed understanding of the properties of electronic excited states and the reaction
mechanisms that molecules undergo after light irradiation is a fundamental ingredient for …

Competitive excited-state single or double proton transfer mechanisms for bis-2, 5-(2-benzoxazolyl)-hydroquinone and its derivatives

J Zhao, J Chen, J Liu, MR Hoffmann - Physical Chemistry Chemical …, 2015 - pubs.rsc.org
The excited state intramolecular proton transfer (ESIPT) mechanisms of 2-(2-hydroxyphenyl)
benzoxazole (HBO), bis-2, 5-(2-benzoxazolyl)-hydroquinone (BBHQ) and 2, 5-bis (5′-tert …

Fundamental photophysics of isomorphic and expanded fluorescent nucleoside analogues

D Dziuba, P Didier, S Ciaco, A Barth… - Chemical Society …, 2021 - pubs.rsc.org
Fluorescent nucleoside analogues (FNAs) are structurally diverse mimics of the natural
essentially non-fluorescent nucleosides which have found numerous applications in probing …

Nonadiabatic events and conical intersections

S Matsika, P Krause - Annual review of physical chemistry, 2011 - annualreviews.org
Nonadiabatic events, in which the Born-Oppenheimer approximation breaks down, are
ubiquitous in chemistry and biology. It is now widely accepted that they are facilitated by …