| # | Title | Journal | Year | Citations |
|---|
| 1 | Noble metal-free hydrogen evolution catalysts for water splitting | Chemical Society Reviews | 2015 | 4,776 |
| 2 | Federated Machine Learning | ACM Transactions on Intelligent Systems and Technology | 2019 | 2,687 |
| 3 | Designing high-energy lithium–sulfur batteries | Chemical Society Reviews | 2016 | 2,008 |
| 4 | Disturbance-Observer-Based Control and Related Methods—An Overview | IEEE Transactions on Industrial Electronics | 2016 | 1,951 |
| 5 | Biodegradable metals | Materials Science and Engineering Reports | 2014 | 1,816 |
| 6 | Directional water collection on wetted spider silk | Nature | 2010 | 1,678 |
| 7 | Digital Twin in Industry: State-of-the-Art | IEEE Transactions on Industrial Informatics | 2019 | 1,668 |
| 8 | Rationally Designing High-Performance Bulk Thermoelectric Materials | Chemical Reviews | 2016 | 1,624 |
| 9 | High Performance Visual Tracking with Siamese Region Proposal Network | Chemical Reviews | 2018 | 1,606 |
| 10 | Ultrahigh power factor and thermoelectric performance in hole-doped single-crystal SnSe | Science | 2016 | 1,594 |
| 11 | Digital twin-driven product design, manufacturing and service with big data | International Journal of Advanced Manufacturing Technology | 2018 | 1,592 |
| 12 | Road Extraction by Deep Residual U-Net | IEEE Geoscience and Remote Sensing Letters | 2018 | 1,566 |
| 13 | Long short-term memory neural network for traffic speed prediction using remote microwave sensor data | Transportation Research Part C: Emerging Technologies | 2015 | 1,488 |
| 14 | Non-fullerene acceptors with branched side chains and improved molecular packing to exceed 18% efficiency in organic solar cells | Nature Energy | 2021 | 1,307 |
| 15 | Bioinspired Surfaces with Superwettability: New Insight on Theory, Design, and Applications | Chemical Reviews | 2015 | 1,292 |
| 16 | Single-junction organic solar cells with over 19% efficiency enabled by a refined double-fibril network morphology | Nature Materials | 2022 | 1,214 |
| 17 | Nature-inspired superwettability systems | Nature Reviews Materials | 2017 | 1,212 |
| 18 | A review on mechanical exfoliation for the scalable production of graphene | Journal of Materials Chemistry A | 2015 | 1,207 |
| 19 | LSTM network: a deep learning approach for short‐term traffic forecast | IET Intelligent Transport Systems | 2017 | 1,181 |
| 20 | Salient Object Detection: A Benchmark | IEEE Transactions on Image Processing | 2015 | 1,126 |
| 21 | A Survey on Gas Sensing Technology | Sensors | 2012 | 1,116 |
| 22 | A multi-structural and multi-functional integrated fog collection system in cactus | Nature Communications | 2012 | 1,098 |
| 23 | Catalytic oxidation of Li 2 S on the surface of metal sulfides for Li−S batteries | Proceedings of the National Academy of Sciences of the United States of America | 2017 | 1,030 |
| 24 | Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting | Proceedings of the AAAI Conference on Artificial Intelligence | 2021 | 1,023 |
| 25 | Data-driven smart manufacturing | Journal of Manufacturing Systems | 2018 | 1,003 |
| 26 | Learning Traffic as Images: A Deep Convolutional Neural Network for Large-Scale Transportation Network Speed Prediction | Sensors | 2017 | 978 |
| 27 | Electrochemical Reduction of N2 under Ambient Conditions for Artificial N2 Fixation and Renewable Energy Storage Using N2/NH3 Cycle | Advanced Materials | 2017 | 969 |
| 28 | Fe–N–C electrocatalyst with dense active sites and efficient mass transport for high-performance proton exchange membrane fuel cells | Nature Catalysis | 2019 | 958 |
| 29 | Digital Twin and Big Data Towards Smart Manufacturing and Industry 4.0: 360 Degree Comparison | IEEE Access | 2018 | 940 |
| 30 | Naturalness Preserved Enhancement Algorithm for Non-Uniform Illumination Images | IEEE Transactions on Image Processing | 2013 | 926 |
| 31 | Two-Dimensional Graphene Bridges Enhanced Photoinduced Charge Transport in Dye-Sensitized Solar Cells | ACS Nano | 2010 | 925 |
| 32 | Recent developments in bio-inspired special wettability | Chemical Society Reviews | 2010 | 922 |
| 33 | High-Performance Electron Acceptor with Thienyl Side Chains for Organic Photovoltaics | Journal of the American Chemical Society | 2016 | 915 |
| 34 | Metal-Free Photocatalyst for H2 Evolution in Visible to Near-Infrared Region: Black Phosphorus/Graphitic Carbon Nitride | Journal of the American Chemical Society | 2017 | 907 |
| 35 | Review of Artificial Intelligence Techniques in Imaging Data Acquisition, Segmentation, and Diagnosis for COVID-19 | IEEE Reviews in Biomedical Engineering | 2021 | 894 |
| 36 | Local Derivative Pattern Versus Local Binary Pattern: Face Recognition With High-Order Local Pattern Descriptor | IEEE Transactions on Image Processing | 2010 | 885 |
| 37 | A Facile Planar Fused-Ring Electron Acceptor for As-Cast Polymer Solar Cells with 8.71% Efficiency | Journal of the American Chemical Society | 2016 | 885 |
| 38 | 3D charge and 2D phonon transports leading to high out-of-plane ZT in n-type SnSe crystals | Science | 2018 | 859 |
| 39 | First Result from the Alpha Magnetic Spectrometer on the International Space Station: Precision Measurement of the Positron Fraction in Primary Cosmic Rays of 0.5–350 GeV | Physical Review Letters | 2013 | 852 |
| 40 | Continuous directional water transport on the peristome surface of Nepenthes alata | Nature | 2016 | 834 |
| 41 | Digital Twin Shop-Floor: A New Shop-Floor Paradigm Towards Smart Manufacturing | IEEE Access | 2017 | 813 |
| 42 | Wannier90 as a community code: new features and applications | Journal of Physics Condensed Matter | 2020 | 807 |
| 43 | Improved particle swarm optimization combined with chaos | Chaos, Solitons and Fractals | 2005 | 802 |
| 44 | Thermoelectric materials: Energy conversion between heat and electricity | Journal of Materiomics | 2015 | 794 |
| 45 | Understanding the Anchoring Effect of Two-Dimensional Layered Materials for Lithium–Sulfur Batteries | Nano Letters | 2015 | 779 |
| 46 | Ultrahigh Hydrogen Evolution Performance of Under‐Water “Superaerophobic” MoS2 Nanostructured Electrodes | Advanced Materials | 2014 | 775 |
| 47 | Receptive Field Block Net for Accurate and Fast Object Detection | Lecture Notes in Computer Science | 2018 | 741 |
| 48 | OFDM and Its Wireless Applications: A Survey | IEEE Transactions on Vehicular Technology | 2009 | 738 |
| 49 | Hierarchically Ordered Macro−Mesoporous TiO2−Graphene Composite Films: Improved Mass Transfer, Reduced Charge Recombination, and Their Enhanced Photocatalytic Activities | ACS Nano | 2011 | 715 |
| 50 | Entropy method for determination of weight of evaluating indicators in fuzzy synthetic evaluation for water quality assessment | Journal of Environmental Sciences | 2006 | 699 |
