Recognition in the domain of molecular chirality: from noncovalent interactions to separation of enantiomers
P Peluso, B Chankvetadze - Chemical Reviews, 2022 - ACS Publications
It is not a coincidence that both chirality and noncovalent interactions are ubiquitous in
nature and synthetic molecular systems. Noncovalent interactivity between chiral molecules …
nature and synthetic molecular systems. Noncovalent interactivity between chiral molecules …
Transition metal catalysis controlled by hydrogen bonding in the second coordination sphere
Transition metal catalysis is of utmost importance for the development of sustainable
processes in academia and industry. The activity and selectivity of metal complexes are …
processes in academia and industry. The activity and selectivity of metal complexes are …
Organic reaction mechanism classification using machine learning
A mechanistic understanding of catalytic organic reactions is crucial for the design of new
catalysts, modes of reactivity and the development of greener and more sustainable …
catalysts, modes of reactivity and the development of greener and more sustainable …
Machine learning for catalysis informatics: recent applications and prospects
T Toyao, Z Maeno, S Takakusagi, T Kamachi… - Acs …, 2019 - ACS Publications
The discovery and development of catalysts and catalytic processes are essential
components to maintaining an ecological balance in the future. Recent revolutions made in …
components to maintaining an ecological balance in the future. Recent revolutions made in …
A comprehensive discovery platform for organophosphorus ligands for catalysis
T Gensch, G dos Passos Gomes… - Journal of the …, 2022 - ACS Publications
The design of molecular catalysts typically involves reconciling multiple conflicting property
requirements, largely relying on human intuition and local structural searches. However, the …
requirements, largely relying on human intuition and local structural searches. However, the …
Transition metal-catalyzed biaryl atropisomer synthesis via a torsional strain promoted ring-opening reaction
X Zhang, K Zhao, Z Gu - Accounts of Chemical Research, 2022 - ACS Publications
Conspectus Arising from the restricted rotation of a single bond caused by steric or
electronic effects, atropisomerism is one of the few fundamental categories for molecules to …
electronic effects, atropisomerism is one of the few fundamental categories for molecules to …
Predicting reaction performance in C–N cross-coupling using machine learning
Machine learning methods are becoming integral to scientific inquiry in numerous
disciplines. We demonstrated that machine learning can be used to predict the performance …
disciplines. We demonstrated that machine learning can be used to predict the performance …
Autonomous discovery in the chemical sciences part I: Progress
This two‐part Review examines how automation has contributed to different aspects of
discovery in the chemical sciences. In this first part, we describe a classification for …
discovery in the chemical sciences. In this first part, we describe a classification for …
Accelerated dinuclear palladium catalyst identification through unsupervised machine learning
JA Hueffel, T Sperger, I Funes-Ardoiz, JS Ward… - Science, 2021 - science.org
Although machine learning bears enormous potential to accelerate developments in
homogeneous catalysis, the frequent need for extensive experimental data can be a …
homogeneous catalysis, the frequent need for extensive experimental data can be a …
Exploiting non-covalent π interactions for catalyst design
Molecular recognition, binding and catalysis are often mediated by non-covalent interactions
involving aromatic functional groups. Although the relative complexity of these so-called π …
involving aromatic functional groups. Although the relative complexity of these so-called π …