Life-like motion driven by artificial molecular machines

F Lancia, A Ryabchun, N Katsonis - Nature Reviews Chemistry, 2019 - nature.com
Essentially, all motion in living organisms emerges from the collective action of biological
molecular machines transforming chemical energy, originally harvested from light, into …

Deep learning for deep chemistry: optimizing the prediction of chemical patterns

TFGG Cova, AACC Pais - Frontiers in chemistry, 2019 - frontiersin.org
Computational Chemistry is currently a synergistic assembly between ab initio calculations,
simulation, machine learning (ML) and optimization strategies for describing, solving and …

Best practices in machine learning for chemistry

N Artrith, KT Butler, FX Coudert, S Han, O Isayev… - Nature …, 2021 - nature.com
Best practices in machine learning for chemistry | Nature Chemistry Skip to main content
Thank you for visiting nature.com. You are using a browser version with limited support for …

Machine learning approaches for the prediction of materials properties

S Chibani, FX Coudert - Apl Materials, 2020 - pubs.aip.org
We give here a brief overview of the use of machine learning (ML) in our field, for chemists
and materials scientists with no experience with these techniques. We illustrate the workflow …

Digital reticular chemistry

H Lyu, Z Ji, S Wuttke, OM Yaghi - Chem, 2020 - cell.com
Reticular chemistry operates in an infinite space of compositions, structures, properties, and
applications. Although great progress has been made in exploring this space through the …

Atoms in molecules in real space: a fertile field for chemical bonding

ÁM Pendás, E Francisco, D Suárez… - Physical Chemistry …, 2023 - pubs.rsc.org
In this perspective, we review some recent advances in the concept of atoms-in-molecules
from a real space perspective. We first introduce the general formalism of atomic weight …

Machine learning of coupled cluster (T)-energy corrections via delta (Δ)-learning

M Ruth, D Gerbig, PR Schreiner - Journal of Chemical Theory and …, 2022 - ACS Publications
Accurate thermochemistry is essential in many chemical disciplines, such as astro-,
atmospheric, or combustion chemistry. These areas often involve fleetingly existent …

Evaluating the physicochemical properties–activity relationship and discovering new 1, 2-dihydropyridine derivatives as promising inhibitors for PIM1-kinase …

H Dib, M Abu-Samha, K Younes… - …, 2024 - pmc.ncbi.nlm.nih.gov
In this study, we evaluated the physicochemical properties related to the previously reported
anticancer activity of a dataset comprising thirty 1, 2-dihydropyridine derivatives. We utilized …

On the Selectivity in the Synthesis of 3-Fluoropiperidines Using BF3-Activated Hypervalent Iodine Reagents

RZ Pavlović, TJ Kop, M Nesic… - The Journal of …, 2023 - ACS Publications
Fluorinated piperidines find wide applications, most notably in the development of novel
therapies and agrochemicals. Cyclization of alkenyl N-tosylamides promoted by BF3 …

DNA-modulated plasmon resonance: Methods and optical applications

T Peng, X Li, K Li, Z Nie, W Tan - ACS applied materials & …, 2020 - ACS Publications
The near-field effects in the vicinity of metallic nanoparticle surfaces, as induced by
electromagnetic radiation with specific wavelength, give rise to a variety of novel optical …