An emerging machine learning strategy for the assisted‐design of high-performance supercapacitor materials by mining the relationship between capacitance and structural features of porous carbon

Guanine-Based DNA Biosensor Amplified with Pt/SWCNTs Nanocomposite as Analytical Tool for Nanomolar Determination of Daunorubicin as an Anticancer Drug: A Docking/Experimental Investigation

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A novel detection method for organophosphorus insecticide fenamiphos: Molecularly imprinted electrochemical sensor based on core-shell Co3O4@MOF-74 nanocomposite

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Recent development in the synthesis of agricultural and forestry biomass-derived porous carbons for supercapacitor applications: a review

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Palladium–Nickel nanoparticles decorated on Functionalized-MWCNT for high precision non-enzymatic glucose sensing

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Hierarchically Porous Carbon Microsphere Doped with Phosphorus as a High Conductive Electrocatalyst for Oxidase-like Sensors and Supercapacitors

(2020) Yufu Yi et al.   ACS Sustainable Chemistry & Engineering

Machine learning-guided synthesis of advanced inorganic materials

(2020) Bijun Tang et al.   Materials Today

Deep Learning in Chemistry

(2019) Adam C. Mater et al.   Journal of Chemical Information and Modeling

A novel way to synthesize nitrogen and oxygen co-doped porous carbon for high performance supercapacitors

(2019) Yahui Wang et al.   MICROPOROUS AND MESOPOROUS MATERIALS

Recent advances and applications of machine learning in solid-state materials science

(2019) Jonathan Schmidt et al.   npj Computational Materials

Nano-architectured porous Mn2O3 spheres/cubes vs rGO for asymmetric supercapacitors applications in novel solid-state electrolyte

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Insights from machine learning of carbon electrodes for electric double layer capacitors

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Machine Learning Assisted Synthesis of Metal–Organic Nanocapsules

(2019) Yunchao Xie et al.   JOURNAL OF THE AMERICAN CHEMICAL SOCIETY

Interpretable machine learning for predicting biomethane production in industrial-scale anaerobic co-digestion

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Self-Biotemplate Preparation of Hierarchical Porous Carbon with Rational Mesopore Ratio and High Oxygen Content for an Ultrahigh Energy-Density Supercapacitor

(2018) Zehong Chen et al.   ACS Sustainable Chemistry & Engineering

A self-powered photoelectrochemical glucose biosensor based on supercapacitor Co3O4-CNT hybrid on TiO2

(2018) Bekir Çakıroğlu et al.   BIOSENSORS & BIOELECTRONICS

Hierarchical visualization of materials space with graph convolutional neural networks

(2018) Tian Xie et al.   JOURNAL OF CHEMICAL PHYSICS

Universal fragment descriptors for predicting properties of inorganic crystals

(2017) Olexandr Isayev et al.   Nature Communications

Revitalizing carbon supercapacitor electrodes with hierarchical porous structures

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Machine-learning-assisted materials discovery using failed experiments

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Microsupercapacitors as miniaturized energy-storage components for on-chip electronics

(2016) Nana Amponsah Kyeremateng et al.   Nature Nanotechnology

Laser direct writing of high-performance flexible all-solid-state carbon micro-supercapacitors for an on-chip self-powered photodetection system

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A general-purpose machine learning framework for predicting properties of inorganic materials

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Recent Progress in Flexible Electrochemical Capacitors: Electrode Materials, Device Configuration, and Functions

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In Situ One-Step Synthesis of Hierarchical Nitrogen-Doped Porous Carbon for High-Performance Supercapacitors

(2014) Ju-Won Jeon et al.   ACS Applied Materials & Interfaces

Carbons and Electrolytes for Advanced Supercapacitors

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Capacitance of carbon-based electrical double-layer capacitors

(2014) Hengxing Ji et al.   Nature Communications

Three-dimensional flower-like and hierarchical porous carbon materials as high-rate performance electrodes for supercapacitors

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Recent advances in graphene-based planar micro-supercapacitors for on-chip energy storage

(2013) Zhong-Shuai Wu et al.   National Science Review

Fiber-Based All-Solid-State Flexible Supercapacitors for Self-Powered Systems

(2012) Xu Xiao et al.   ACS Nano

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(2011) Zhong Lin Wang   ADVANCED MATERIALS

A review of electrode materials for electrochemical supercapacitors

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Carbon-based materials as supercapacitor electrodes

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