Recent progress and prospects in catalytic water treatment

VI Parvulescu, F Epron, H Garcia, P Granger - Chemical Reviews, 2021 - ACS Publications
Presently, conventional technologies in water treatment are not efficient enough to
completely mineralize refractory water contaminants. In this context, the implementation of …

QSAR without borders

EN Muratov, J Bajorath, RP Sheridan… - Chemical Society …, 2020 - pubs.rsc.org
Prediction of chemical bioactivity and physical properties has been one of the most
important applications of statistical and more recently, machine learning and artificial …

Mechanistic insight into the active centers of single/dual-atom Ni/Fe-based oxygen electrocatalysts

W Wan, Y Zhao, S Wei, CA Triana, J Li, A Arcifa… - Nature …, 2021 - nature.com
Single-atom catalysts with maximum metal utilization efficiency show great potential for
sustainable catalytic applications and fundamental mechanistic studies. We here provide a …

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 …

Data‐driven materials innovation and applications

Z Wang, Z Sun, H Yin, X Liu, J Wang, H Zhao… - Advanced …, 2022 - Wiley Online Library
Owing to the rapid developments to improve the accuracy and efficiency of both
experimental and computational investigative methodologies, the massive amounts of data …

[HTML][HTML] Nanoparticles: Properties, applications and toxicities

I Khan, K Saeed, I Khan - Arabian journal of chemistry, 2019 - Elsevier
This review is provided a detailed overview of the synthesis, properties and applications of
nanoparticles (NPs) exist in different forms. NPs are tiny materials having size ranges from 1 …

Machine learning in materials informatics: recent applications and prospects

R Ramprasad, R Batra, G Pilania… - npj Computational …, 2017 - nature.com
Propelled partly by the Materials Genome Initiative, and partly by the algorithmic
developments and the resounding successes of data-driven efforts in other domains …

[HTML][HTML] Recent development of perovskite oxide-based electrocatalysts and their applications in low to intermediate temperature electrochemical devices

M Zhang, G Jeerh, P Zou, R Lan, M Wang, H Wang… - Materials Today, 2021 - Elsevier
As a consequence of the depletion of fossil fuels and an increasing population, the global
energy crisis has driven researchers to explore innovative energy storage and conversion …

A general two‐step strategy–based high‐throughput screening of single atom catalysts for nitrogen fixation

C Ling, Y Ouyang, Q Li, X Bai, X Mao, A Du… - Small …, 2019 - Wiley Online Library
Electrocatalytic or photocatalytic N2 reduction holds great promise for green and sustainable
NH3 production under ambient conditions, where an efficient catalyst plays a crucial role but …

Inverse design in search of materials with target functionalities

A Zunger - Nature Reviews Chemistry, 2018 - nature.com
Solid-state chemists have been consistently successful in envisioning and making new
compounds, often enlisting the tools of theoretical solid-state physics to explain some of the …