Machine-learning micropattern manufacturing

One-step preparation of green fabric for continuous antibacterial applications

(2021) Rongkang Huang et al.   Engineering

Step emulsification: high-throughput production of monodisperse droplets

(2020) Linbo Liu et al.   BIOTECHNIQUES

Triple-synergistic 2D material-based dual-delivery antibiotic platform

(2020) Fengqi Han et al.   NPG Asia Materials

A machine learning-based model to estimate the density of nanofluids of nitrides in ethylene glycol

(2020) Mirza Sahaluddin et al.   JOURNAL OF APPLIED PHYSICS

Prediction of Thermo-Physical Properties of TiO2-Al2O3/Water Nanoparticles by Using Artificial Neural Network

(2020) Milad Sadeghzadeh et al.   Nanomaterials

Microenvironment-Controlled Micropatterned Microfluidic Model (MMMM) for Biomimetic In Situ Studies

(2020) Yunhua Wang et al.   ACS Nano

A materials-science perspective on tackling COVID-19

(2020) Zhongmin Tang et al.   Nature Reviews Materials

Effect of size and crystalline phase of TiO2 nanotubes on cell behaviors: A high throughput study using gradient TiO2 nanotubes

(2020) Yanran Li et al.   Bioactive Materials

Active learning in materials science with emphasis on adaptive sampling using uncertainties for targeted design

(2019) Turab Lookman et al.   npj Computational Materials

Design of self-assembly dipeptide hydrogels and machine learning via their chemical features

(2019) Fei Li et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Discovering unusual structures from exception using big data and machine learning techniques

(2019) Jianshu Jie et al.   Science Bulletin

A feedback-controlling digital microfluidic fluorimetric sensor device for simple and rapid detection of mercury (II) in costal seawater

(2019) Qian Zhang et al.   MARINE POLLUTION BULLETIN

Holistic prediction of enantioselectivity in asymmetric catalysis

(2019) Jolene P. Reid et al.   NATURE

Marrying chemistry with biology by combining on-chip solution-based combinatorial synthesis and cellular screening

(2019) Maximilian Benz et al.   Nature Communications

Dendronized fluorosurfactant for highly stable water-in-fluorinated oil emulsions with minimal inter-droplet transfer of small molecules

(2019) Mohammad Suman Chowdhury et al.   Nature Communications

Modification of glassy carbon with polypyrrole through an aminophenyl linker to create supercapacitive materials using bipolar electrochemistry

(2018) Nigel Patterson et al.   ELECTROCHEMISTRY COMMUNICATIONS

Preparation of versatile yolk-shell nanoparticles with a precious metal yolk and a microporous polymer shell for high-performance catalysts and antibacterial agents

(2018) Yang Du et al.   POLYMER

High-Throughput Screening of Rat Mesenchymal Stem Cell Behavior on Gradient TiO2 Nanotubes

(2018) Ping Mu et al.   ACS Biomaterials-Science & Engineering

High-Throughput Screening of Rat Mesenchymal Stem Cell Behavior on Gradient TiO2 Nanotubes

(2018) Ping Mu et al.   ACS Biomaterials Science & Engineering

Templated bipolar electrolysis for fabrication of robust Co and Pt nanorods

(2018) Yuki Koizumi et al.   CHEMICAL COMMUNICATIONS

Bioinspired hierarchical composite design using machine learning: simulation, additive manufacturing, and experiment

(2018) Grace X. Gu et al.   Materials Horizons

Rational Design of Silver Gradient for Studying Size Effect of Silver Nanoparticles on Contact Killing

(2018) Yanran Li et al.   ACS Biomaterials-Science & Engineering

Insight into multifunctional polyester fabrics finished by one-step eco-friendly strategy

(2018) Shiguo Chen et al.   CHEMICAL ENGINEERING JOURNAL

Machine-learning-assisted materials discovery using failed experiments

(2016) Paul Raccuglia et al.   NATURE

Accelerated search for materials with targeted properties by adaptive design

(2016) Dezhen Xue et al.   Nature Communications

Hybrid Energy Storage Devices Based on Monolithic Electrodes Containing Well-defined TiO2 Nanotube Size Gradients

(2015) Wei Wei et al.   ELECTROCHIMICA ACTA

Two-Step Bipolar Electrochemistry: Generation of Composition Gradient and Visual Screening of Electrocatalytic Activity

(2015) Hajar Termebaf et al.   LANGMUIR

Bipolar Electrochemical Approach with a Thin Layer of Supporting Electrolyte towards the Growth of Self-Organizing TiO2Nanotubes

(2015) Muhammad Saqib et al.   ChemElectroChem

Formation of Gold Nanoparticle Size and Density Gradients via Bipolar Electrochemistry

(2015) Anders Lundgren et al.   ChemElectroChem

Bipolar anodization enables the fabrication of controlled arrays of TiO2 nanotube gradients

(2014) G. Loget et al.   Journal of Materials Chemistry A

Preparation of near micrometer-sized TiO2 nanotube arrays by high voltage anodization

(2012) Jiahua Ni et al.   Materials Science & Engineering C-Materials for Biological Applications