Machine learning for electronically excited states of molecules
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 …
as well as photobiology and also play a role in material science. Their theoretical description …
Topological metamaterials
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 …
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
The skin, a self-regulating protective barrier organ, is empowered with sensory and
computing capabilities to counteract the environmental stressors to maintain and restore …
computing capabilities to counteract the environmental stressors to maintain and restore …
Combining SchNet and SHARC: The SchNarc machine learning approach for excited-state dynamics
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 …
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
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 …
dynamics are seriously limited by the cost of the underlying quantum chemical calculations …
DNA excited-state dynamics: from single bases to the double helix
Ultraviolet light is strongly absorbed by DNA, producing excited electronic states that
sometimes initiate damaging photochemical reactions. Fully map** the reactive and …
sometimes initiate damaging photochemical reactions. Fully map** the reactive and …
Progress and challenges in the calculation of electronic excited states
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 …
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 …
benzoxazole (HBO), bis-2, 5-(2-benzoxazolyl)-hydroquinone (BBHQ) and 2, 5-bis (5′-tert …
Fundamental photophysics of isomorphic and expanded fluorescent nucleoside analogues
Fluorescent nucleoside analogues (FNAs) are structurally diverse mimics of the natural
essentially non-fluorescent nucleosides which have found numerous applications in probing …
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 …
ubiquitous in chemistry and biology. It is now widely accepted that they are facilitated by …