Multiscale prediction of functional self-assembled materials using machine learning: high-performance surfactant molecules

Nanoscale ◽  
2018 ◽  
Vol 10 (34) ◽  
pp. 16013-16021 ◽  
Author(s):  
Takuya Inokuchi ◽  
Na Li ◽  
Kei Morohoshi ◽  
Noriyoshi Arai
Keyword(s):  
Machine Learning ◽  
Self Assembly ◽  
High Performance ◽  
Material System ◽  
Functional Material ◽  
System P ◽  
Self Assembled

We determined whether multiscale data can be predicted using machine learning via a self-assembly functional material system.

Self-assembled three-dimensional hierarchical graphene hybrid hydrogels with ultrathin β-MnO2 nanobelts for high performance supercapacitors

2015 ◽  
Vol 3 (4) ◽  
pp. 1540-1548 ◽  
Author(s):  
Sheng Zhu ◽  
Hui Zhang ◽  
Ping Chen ◽  
Lin-Hui Nie ◽  
Chuan-Hao Li ◽  
...  
Keyword(s):  
Self Assembly ◽  
High Performance ◽  
Three Dimensional ◽  
The Self ◽  
Mass Loading ◽  
Hybrid Hydrogel ◽  
Precise Control ◽  
Ultrafine Structure ◽  
Hybrid Hydrogels ◽  
Self Assembled

A facile protocol for the self-assembly of the rGO/β-MnO2 hybrid hydrogel with ultrafine structure and precise control of mass-loading for high performance supercapacitors is reported.

Self-Assembly Fabrication of High Performance Carbon Nanotubes Based FETs

2003 ◽  
Vol 772 ◽  
Author(s):  
Emmanuel Valentin ◽  
Stephane Auvray ◽  
Arianna Filoramo ◽  
Aline Ribayrol ◽  
Marcelo Goffman ◽  
...  
Keyword(s):  
Carbon Nanotubes ◽  
Carbon Nanotube ◽  
Self Assembly ◽  
High Performance ◽  
Field Effect Transistors ◽  
High Yield ◽  
Single Wall Carbon Nanotubes ◽  
Single Wall Carbon ◽  
Assembled Monolayers ◽  
Self Assembled

AbstractWe describe the realization of high quality self-assembled single wall carbon nanotube field effect transistors (CNTFET). A method using self-assembled monolayers (SAMs) is used to obtain high yield selective deposition placement of single wall carbon nanotubes (SWNTs) on predefined regions of a substrate. This is achieved with individual or small bundles of SWNTs and with high densities suitable for fabrication of integrated devices. We show that such positioned SWNTs can be electrically contacted to realize high performance transistors, which very well compare with state-of-the-art CNTFETs. We therefore validate the self-assembly approach to reliably fabricate efficient carbon nanotube based devices.

scholarly journals The morphology transformation from helical nanofiber to helical nanotube in a diarylethene self-assembly system

2014 ◽  
Vol 50 (61) ◽  
pp. 8335-8338 ◽  
Author(s):  
Yulong Duan ◽  
Shihai Yan ◽  
Xinhong Zhou ◽  
Wei Xu ◽  
Hongxia Xu ◽  
...  
Keyword(s):  
Self Assembly ◽  
Assembly System ◽  
System P ◽  
Self Assembled

Two helical nanostructures, helical nanofibers and helical nanotubes, are self-assembled from a diarylethene compound.

scholarly journals ‘Frustrated’ hydrogen bond mediated amphiphile self-assembly – a solid state study

CrystEngComm ◽  
2016 ◽  
Vol 18 (37) ◽  
pp. 7021-7028 ◽  
Author(s):  
Laura R. Blackholly ◽  
Helena J. Shepherd ◽  
Jennifer R. Hiscock
Keyword(s):  
Hydrogen Bond ◽  
Solid State ◽  
Self Assembly ◽  
Hydrogen Bond Donor ◽  
System P ◽  
State Study ◽  
Counter Cation ◽  
Self Assembled ◽  
Hydrogen Bonded

The effects of hydrogen bond donor acidity and counter cation within a ‘frustrated’ self-assembled, hydrogen bonded system.

Self-assembled Ti3C2 MXene and N-rich porous carbon hybrids as superior anodes for high-performance potassium-ion batteries

2020 ◽  
Vol 13 (1) ◽  
pp. 246-257 ◽  
Author(s):  
Ruizheng Zhao ◽  
Haoxiang Di ◽  
Xiaobin Hui ◽  
Danyang Zhao ◽  
Rutao Wang ◽  
...  
Keyword(s):  
Electrochemical Performance ◽  
Reaction Kinetics ◽  
Porous Carbon ◽  
Self Assembly ◽  
High Performance ◽  
Potassium Ion ◽  
Electrostatic Attraction ◽  
The Novel ◽  
Self Assembled

The novel PDDA-NPCNs/Ti3C2 hybrids via an electrostatic attraction self-assembly approach effectively accelerate reaction kinetics and improve electrochemical performance as PIBs anodes.

Luminescence sensing of weakly-hydrated anions in aqueous solution by self-assembled europium(iii) complexes

2017 ◽  
Vol 53 (28) ◽  
pp. 3967-3970 ◽  
Author(s):  
Takuya Sagami ◽  
Yuhei O. Tahara ◽  
Makoto Miyata ◽  
Hiroyuki Miyake ◽  
Satoshi Shinoda
Keyword(s):  
Aqueous Solution ◽  
Self Assembly ◽  
Assembly System ◽  
System P ◽  
Self Assembled

Perchlorate anions in water could be sensed by luminescence decrease of europium(iii) using a self-assembly system.

Self-assembled structures of halloysite nanotubes: towards the development of high-performance biomedical materials

2020 ◽  
Vol 8 (5) ◽  
pp. 838-851 ◽  
Author(s):  
Xiujuan Zhao ◽  
Changren Zhou ◽  
Mingxian Liu
Keyword(s):  
Self Assembly ◽  
Biomedical Applications ◽  
High Performance ◽  
Halloysite Nanotubes ◽  
The Self ◽  
Biomedical Materials ◽  
Self Assembled

This article reviewed the self-assembly methods of HNTs and biomedical applications of HNT self-assembly patterns.

Self-assembly of MoO3-decorated carbon nanofiber interlayers for high-performance lithium–sulfur batteries

2020 ◽  
Vol 22 (4) ◽  
pp. 2157-2163 ◽  
Author(s):  
Huilan Li ◽  
Xiaofei Wang ◽  
Chu Qi ◽  
Chengcheng Zhao ◽  
Cuimei Fu ◽  
...  
Keyword(s):  
Self Assembly ◽  
High Performance ◽  
Carbon Nanofiber ◽  
Lithium Sulfur Batteries ◽  
Self Assembled ◽  
Lithium Sulfur

A self-assembled MoO3-decorated carbon nanofiber interlayer is effectively integrated into the Li–S battery with high performance.

Hierarchical self-assembly of hard cube derivatives

Soft Matter ◽  
2019 ◽  
Vol 15 (18) ◽  
pp. 3733-3739 ◽  
Author(s):  
Eric S. Harper ◽  
Brendon Waters ◽  
Sharon C. Glotzer
Keyword(s):  
Machine Learning ◽  
Self Assembly ◽  
The Self ◽  
Cubic Crystal ◽  
Self Assembled ◽  
Learning Analysis

Machine-learning analysis of local motifs of hard cube derivatives explains the self-assembly behaviour of hierarchical self-assembled cubic crystal.

Nanoscale Self-Assembly Using Ion and Electron Beam Techniques: A Rapid Review

MRS Advances ◽  
2020 ◽  
Vol 5 (64) ◽  
pp. 3507-3520
Author(s):  
Chunhui Dai ◽  
Kriti Agarwal ◽  
Jeong-Hyun Cho
Keyword(s):  
Electron Beam ◽  
Self Assembly ◽  
Ion Beam ◽  
Three Dimensional ◽  
The Self ◽  
Stress Generation ◽  
Rapid Review ◽  
High Yield ◽  
3D Nanostructures ◽  
Self Assembled

AbstractNanoscale self-assembly, as a technique to transform two-dimensional (2D) planar patterns into three-dimensional (3D) nanoscale architectures, has achieved tremendous success in the past decade. However, an assembly process at nanoscale is easily affected by small unavoidable variations in sample conditions and reaction environment, resulting in a low yield. Recently, in-situ monitored self-assembly based on ion and electron irradiation has stood out as a promising candidate to overcome this limitation. The usage of ion and electron beam allows stress generation and real-time observation simultaneously, which significantly enhances the controllability of self-assembly. This enables the realization of various complex 3D nanostructures with a high yield. The additional dimension of the self-assembled 3D nanostructures opens the possibility to explore novel properties that cannot be demonstrated in 2D planar patterns. Here, we present a rapid review on the recent achievements and challenges in nanoscale self-assembly using electron and ion beam techniques, followed by a discussion of the novel optical properties achieved in the self-assembled 3D nanostructures.

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