Machine learning methods for small data challenges in molecular science

B Dou, Z Zhu, E Merkurjev, L Ke, L Chen… - Chemical …, 2023 - ACS Publications
Small data are often used in scientific and engineering research due to the presence of
various constraints, such as time, cost, ethics, privacy, security, and technical limitations in …

Molecular cavity for catalysis and formation of metal nanoparticles for use in catalysis

R Saha, B Mondal, PS Mukherjee - Chemical Reviews, 2022 - ACS Publications
The employment of weak intermolecular interactions in supramolecular chemistry offers an
alternative approach to project artificial chemical environments like the active sites of …

Self-adaptive dual-metal-site pairs in metal-organic frameworks for selective CO2 photoreduction to CH4

J Li, H Huang, W Xue, K Sun, X Song, C Wu, L Nie… - Nature Catalysis, 2021 - nature.com
Solar-light-driven reduction of CO2-to-CH4 is a complex process involving multiple
elementary reactions and various by-products. Achieving high CH4 activity and selectivity …

Metal–organic frameworks for biomedical applications

J Yang, YW Yang - Small, 2020 - Wiley Online Library
Metal–organic frameworks (MOFs) are an interesting and useful class of coordination
polymers, constructed from metal ion/cluster nodes and functional organic ligands through …

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 …

Metal–organic framework derived nanozymes in biomedicine

D Wang, D Jana, Y Zhao - Accounts of chemical research, 2020 - ACS Publications
Conspectus Nanozymes, which integrate the advantages of both nanomaterials and natural
enzymes, have accumulated enormous research interest over the past decades because of …

Reversible and cooperative photoactivation of single-atom Cu/TiO2 photocatalysts

BH Lee, S Park, M Kim, AK Sinha, SC Lee, E Jung… - Nature materials, 2019 - nature.com
The reversible and cooperative activation process, which includes electron transfer from
surrounding redox mediators, the reversible valence change of cofactors and macroscopic …

Protein assembly by design

J Zhu, N Avakyan, A Kakkis, AM Hoffnagle… - Chemical …, 2021 - ACS Publications
Proteins are nature's primary building blocks for the construction of sophisticated molecular
machines and dynamic materials, ranging from protein complexes such as photosystem II …

Industrial applications of enzyme biocatalysis: Current status and future aspects

JM Choi, SS Han, HS Kim - Biotechnology advances, 2015 - Elsevier
Enzymes are the most proficient catalysts, offering much more competitive processes
compared to chemical catalysts. The number of industrial applications for enzymes has …

Dynamic personalities of proteins

K Henzler-Wildman, D Kern - Nature, 2007 - nature.com
Because proteins are central to cellular function, researchers have sought to uncover the
secrets of how these complex macromolecules execute such a fascinating variety of …