Machine learning for electrocatalyst and photocatalyst design and discovery

H Mai, TC Le, D Chen, DA Winkler… - Chemical …, 2022 - ACS Publications
Electrocatalysts and photocatalysts are key to a sustainable future, generating clean fuels,
reducing the impact of global warming, and providing solutions to environmental pollution …

The rise of self-driving labs in chemical and materials sciences

M Abolhasani, E Kumacheva - Nature Synthesis, 2023 - nature.com
Accelerating the discovery of new molecules and materials, as well as developing green
and sustainable ways to synthesize them, will help to address global challenges in energy …

An artificial intelligence enabled chemical synthesis robot for exploration and optimization of nanomaterials

Y Jiang, D Salley, A Sharma, G Keenan, M Mullin… - Science …, 2022 - science.org
We present an autonomous chemical synthesis robot for the exploration, discovery, and
optimization of nanostructures driven by real-time spectroscopic feedback, theory, and …

AlphaFlow: autonomous discovery and optimization of multi-step chemistry using a self-driven fluidic lab guided by reinforcement learning

AA Volk, RW Epps, DT Yonemoto, BS Masters… - Nature …, 2023 - nature.com
Closed-loop, autonomous experimentation enables accelerated and material-efficient
exploration of large reaction spaces without the need for user intervention. However …

Carbon Dots for Electroluminescent Light‐Emitting Diodes: Recent Progress and Future Prospects

Y Shi, W Su, F Yuan, T Yuan, X Song, Y Han… - Advanced …, 2023 - Wiley Online Library
Carbon dots (CDs), as emerging carbon nanomaterials, have been regarded as promising
alternatives for electroluminescent light‐emitting diodes (LEDs) owing to their distinct …

Artificial intelligence-powered electronic skin

C Xu, SA Solomon, W Gao - Nature machine intelligence, 2023 - nature.com
Skin-interfaced electronics is gradually changing medical practices by enabling continuous
and non-invasive tracking of physiological and biochemical information. With the rise of big …

Regulating the tip effect on single‐atom and cluster catalysts: forming reversible oxygen species with high efficiency in chlorine evolution reaction

J Yang, WH Li, K Xu, S Tan, D Wang… - Angewandte Chemie, 2022 - Wiley Online Library
Chlorine evolution reaction has been applied in the production since a century ago. After
times of evolution, it has been widely realized by the electrocatalytic process on anode …

Design, characterization and applications of nanocolloidal hydrogels

SM Morozova, A Gevorkian… - Chemical Society Reviews, 2023 - pubs.rsc.org
Nanocolloidal gels (NCGs) are an emerging class of soft matter, in which nanoparticles act
as building blocks of the colloidal network. Chemical or physical crosslinking enables NCG …

Understanding synthesis–structure–performance correlations of nanoarchitectured activated carbons for electrochemical applications and carbon capture

S Zhang, M Zheng, Y Tang, R Zang… - Advanced Functional …, 2022 - Wiley Online Library
Activated carbons are one of the most important classes of high‐surface‐area porous
materials. Owing to their unique structure, low price, and large‐scale production technology …

Toward quantitative surface-enhanced Raman scattering with plasmonic nanoparticles: Multiscale view on heterogeneities in particle morphology, surface …

J Son, GH Kim, Y Lee, C Lee, S Cha… - Journal of the American …, 2022 - ACS Publications
Surface-enhanced Raman scattering (SERS) provides significantly enhanced Raman
scattering signals from molecules adsorbed on plasmonic nanostructures, as well as the …