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Machine learning for high performance organic solar cells: current scenario and future prospects

Energy & environmental science, 2021-01, Vol.14 (1), p.9-15

2021

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A time and resource efficient machine learning assisted design of non-fullerene small molecule acceptors for P3HT-based organic solar cells and green solvent selection

Journal of materials chemistry. A, Materials for energy and sustainability, 2021-07, Vol.9 (28), p.15684-15695

2021

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Machine learning and molecular dynamics simulation-assisted evolutionary design and discovery pipeline to screen efficient small molecule acceptors for PTB7-Th-based organic solar cells with over 15% efficiency

Journal of materials chemistry. A, Materials for energy and sustainability, 2022-02, Vol.10 (8), p.4170-4180

2022

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A Review of Grazing Incidence Small‐ and Wide‐Angle X‐Ray Scattering Techniques for Exploring the Film Morphology of Organic Solar Cells

Solar RRL, 2020-10, Vol.4 (10), p.n/a

2020

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Metal–Organic Frameworks for Light Harvesting and Photocatalysis

ACS catalysis, 2012-12, Vol.2 (12), p.2630-2640

2012

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Molecular level understanding of the chalcogen atom effect on chalcogen-based polymers through electrostatic potential, non-covalent interactions, excited state behaviour, and radial distribution function

Polymer chemistry, 2022-11, Vol.13 (42), p.5993-61

2022

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Double Asymmetric Core Optimizes Crystal Packing to Enable Selenophene‐based Acceptor with Over 18 % Efficiency in Binary Organic Solar Cells

Angewandte Chemie (International ed.), 2023-03, Vol.62 (10), p.e202216340-n/a

International ed. in English, 2023

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A Synergistic Strategy of Manipulating the Number of Selenophene Units and Dissymmetric Central Core of Small Molecular Acceptors Enables Polymer Solar Cells with 17.5 % Efficiency

Angewandte Chemie (International ed.), 2021-08, Vol.60 (35), p.19241-19252

International ed. in English, 2021

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Elucidating Molecular Iridium Water Oxidation Catalysts Using Metal–Organic Frameworks: A Comprehensive Structural, Catalytic, Spectroscopic, and Kinetic Study

Journal of the American Chemical Society, 2012-12, Vol.134 (48), p.19895-19908

2012

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Machine Learning for Organic Photovoltaic Polymers: A Minireview

Chinese journal of polymer science, 2022-08, Vol.40 (8), p.870-876

2022

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Pinning Control Strategies for Synchronization of Linearly Coupled Neural Networks With Reaction-Diffusion Terms

IEEE transaction on neural networks and learning systems, 2016-04, Vol.27 (4), p.749-761

2016

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Isogenous Asymmetric–Symmetric Acceptors Enable Efficient Ternary Organic Solar Cells with Thin and 300 nm Thick Active Layers Simultaneously

Advanced functional materials, 2022-06, Vol.32 (26), p.n/a

2022

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Non-fullerene acceptors with hetero-dihalogenated terminals induce significant difference in single crystallography and enable binary organic solar cells with 17.5% efficiency

Energy & environmental science, 2022-01, Vol.15 (1), p.32-333

2022

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Regioisomer‐Free Difluoro‐Monochloro Terminal‐based Hexa‐Halogenated Acceptor with Optimized Crystal Packing for Efficient Binary Organic Solar Cells

Angewandte Chemie (International ed.), 2022-11, Vol.61 (46), p.e202209454-n/a

International ed. in English, 2022

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Cultural differences in social networking site use: A comparative study of China and the United States

Computers in human behavior, 2013-05, Vol.29 (3), p.910-921

2013

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Passivity of Directed and Undirected Complex Dynamical Networks With Adaptive Coupling Weights

IEEE transaction on neural networks and learning systems, 2017-08, Vol.28 (8), p.1827-1839

2017

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Passivity and Output Synchronization of Complex Dynamical Networks With Fixed and Adaptive Coupling Strength

IEEE transaction on neural networks and learning systems, 2018-02, Vol.29 (2), p.364-376

2018

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Transfer of LncRNA CRNDE in TAM‐derived exosomes is linked with cisplatin resistance in gastric cancer

EMBO reports, 2021-12, Vol.22 (12), p.e52124-n/a

2021

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The Anti-dementia Effects of Donepezil Involve miR-206-3p in the Hippocampus and Cortex

Biological and Pharmaceutical Bulletin, 2017/04/01, Vol.40(4), pp.465-472

2017

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Hot‐Casting Strategy Empowers High‐Boiling Solvent‐Processed Organic Solar Cells with Over 18.5% Efficiency

Advanced materials (Weinheim), 2024-01, Vol.36 (3), p.e2305356-n/a

2024

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The Mediating Roles of Upward Social Comparison and Self-esteem and the Moderating Role of Social Comparison Orientation in the Association between Social Networking Site Usage and Subjective Well-Being

Frontiers in psychology, 2017-05, Vol.8, p.771-771

2017

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Synchronization and Adaptive Control of an Array of Linearly Coupled Reaction-Diffusion Neural Networks With Hybrid Coupling

IEEE transactions on cybernetics, 2014-08, Vol.44 (8), p.1350-1361

2014

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Volltext

Developing Efficient Small Molecule Acceptors with sp2‐Hybridized Nitrogen at Different Positions by Density Functional Theory Calculations, Molecular Dynamics Simulations and Machine Learning

Chemistry : a European journal, 2022-01, Vol.28 (2), p.e202103712-n/a

2022

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Tetrathienylethene‐based Positional Isomers with Aggregation‐induced Emission Enabling Super Red‐shifted Reversible Mechanochromism and Naked‐eye Sensing of Hydrazine Vapor

Chemistry, an Asian journal, 2019-11, Vol.14 (21), p.3875-3882

2019

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Isomeric Small Molecule Donor with Terminal Branching Position Directly Attached to the Backbone Enables Efficient All‐Small‐Molecule Organic Solar Cells with Excellent Stability

Advanced functional materials, 2023-06, Vol.33 (25), p.n/a

2023

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Machine learning for high performance organic solar cells: current scenario and future prospects

A time and resource efficient machine learning assisted design of non-fullerene small molecule acceptors for P3HT-based organic solar cells and green solvent selection

Machine learning and molecular dynamics simulation-assisted evolutionary design and discovery pipeline to screen efficient small molecule acceptors for PTB7-Th-based organic solar cells with over 15% efficiency

A Review of Grazing Incidence Small‐ and Wide‐Angle X‐Ray Scattering Techniques for Exploring the Film Morphology of Organic Solar Cells

Metal–Organic Frameworks for Light Harvesting and Photocatalysis

Molecular level understanding of the chalcogen atom effect on chalcogen-based polymers through electrostatic potential, non-covalent interactions, excited state behaviour, and radial distribution function

Double Asymmetric Core Optimizes Crystal Packing to Enable Selenophene‐based Acceptor with Over 18 % Efficiency in Binary Organic Solar Cells

A Synergistic Strategy of Manipulating the Number of Selenophene Units and Dissymmetric Central Core of Small Molecular Acceptors Enables Polymer Solar Cells with 17.5 % Efficiency

Elucidating Molecular Iridium Water Oxidation Catalysts Using Metal–Organic Frameworks: A Comprehensive Structural, Catalytic, Spectroscopic, and Kinetic Study

Machine Learning for Organic Photovoltaic Polymers: A Minireview

Pinning Control Strategies for Synchronization of Linearly Coupled Neural Networks With Reaction-Diffusion Terms

Isogenous Asymmetric–Symmetric Acceptors Enable Efficient Ternary Organic Solar Cells with Thin and 300 nm Thick Active Layers Simultaneously

Non-fullerene acceptors with hetero-dihalogenated terminals induce significant difference in single crystallography and enable binary organic solar cells with 17.5% efficiency

Regioisomer‐Free Difluoro‐Monochloro Terminal‐based Hexa‐Halogenated Acceptor with Optimized Crystal Packing for Efficient Binary Organic Solar Cells

Cultural differences in social networking site use: A comparative study of China and the United States

Passivity of Directed and Undirected Complex Dynamical Networks With Adaptive Coupling Weights

Passivity and Output Synchronization of Complex Dynamical Networks With Fixed and Adaptive Coupling Strength

Transfer of LncRNA CRNDE in TAM‐derived exosomes is linked with cisplatin resistance in gastric cancer

The Anti-dementia Effects of Donepezil Involve miR-206-3p in the Hippocampus and Cortex

Hot‐Casting Strategy Empowers High‐Boiling Solvent‐Processed Organic Solar Cells with Over 18.5% Efficiency

The Mediating Roles of Upward Social Comparison and Self-esteem and the Moderating Role of Social Comparison Orientation in the Association between Social Networking Site Usage and Subjective Well-Being

Synchronization and Adaptive Control of an Array of Linearly Coupled Reaction-Diffusion Neural Networks With Hybrid Coupling

Developing Efficient Small Molecule Acceptors with sp2‐Hybridized Nitrogen at Different Positions by Density Functional Theory Calculations, Molecular Dynamics Simulations and Machine Learning

Tetrathienylethene‐based Positional Isomers with Aggregation‐induced Emission Enabling Super Red‐shifted Reversible Mechanochromism and Naked‐eye Sensing of Hydrazine Vapor

Isomeric Small Molecule Donor with Terminal Branching Position Directly Attached to the Backbone Enables Efficient All‐Small‐Molecule Organic Solar Cells with Excellent Stability

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