Pushing the Frontiers: Artificial Intelligence (AI)‐Guided Programmable Concepts in Binary Self‐Assembly of Colloidal Nanoparticles DOI Creative Commons
Cancan Li, Lindong Ma, Zhenjie Xue

et al.

Advanced Science, Journal Year: 2025, Volume and Issue: unknown

Published: April 26, 2025

Abstract Colloidal nanoparticle self‐assembly is a key area in nanomaterials science, renowned for its ability to design metamaterials with tailored functionalities through bottom‐up approach. Over the past three decades, advancements synthesis and assembly control methods have propelled transition from single‐component binary assemblies. While has been recognized as significant concept materials design, potential intelligent customized often overlooked. It argued that future trend of nanocrystalline superlattices (BNLSs) can be analogous ‘0s’ ‘1s’ computer programming, customizing their precise these basic units could significantly expand application scope. This review briefly recaps developmental trajectory assembly, tracing evolution simple assemblies complex co‐assemblies unique property changes they induce. Of particular significance, this explores prospects co‐assembly, viewed lens ‘AI‐guided programmable assembly’. Such an approach shift paradigm passive active, leading creation new disruptive properties driving profound across multiple high‐tech fields.

Language: Английский

A comprehensive review of atomically precise metal nanoclusters with emergent photophysical properties towards diverse applications DOI
Subarna Maity, Sarita Kolay, Sikta Chakraborty

et al.

Chemical Society Reviews, Journal Year: 2024, Volume and Issue: unknown

Published: Dec. 13, 2024

Ligand-protected metal nanoclusters are an emerging class of nanomaterials at the interface atomic and plasmonic regimes with unique photophysical electrochemical properties, leading to diverse applications.

Language: Английский

Citations

5
Pushing the Frontiers: Artificial Intelligence (AI)‐Guided Programmable Concepts in Binary Self‐Assembly of Colloidal Nanoparticles DOI Creative Commons
Cancan Li, Lindong Ma, Zhenjie Xue

et al.

Advanced Science, Journal Year: 2025, Volume and Issue: unknown

Published: April 26, 2025

Abstract Colloidal nanoparticle self‐assembly is a key area in nanomaterials science, renowned for its ability to design metamaterials with tailored functionalities through bottom‐up approach. Over the past three decades, advancements synthesis and assembly control methods have propelled transition from single‐component binary assemblies. While has been recognized as significant concept materials design, potential intelligent customized often overlooked. It argued that future trend of nanocrystalline superlattices (BNLSs) can be analogous ‘0s’ ‘1s’ computer programming, customizing their precise these basic units could significantly expand application scope. This review briefly recaps developmental trajectory assembly, tracing evolution simple assemblies complex co‐assemblies unique property changes they induce. Of particular significance, this explores prospects co‐assembly, viewed lens ‘AI‐guided programmable assembly’. Such an approach shift paradigm passive active, leading creation new disruptive properties driving profound across multiple high‐tech fields.

Language: Английский

Citations

0