| # | Title | Journal | Year | Citations |
|---|
| 1 | Random Forests | Machine Learning | 2001 | 78,137 |
| 2 | Efficiency of ab-initio total energy calculations for metals and semiconductors using a plane-wave basis set | Computational Materials Science | 1996 | 54,900 |
| 3 | Distinctive Image Features from Scale-Invariant Keypoints | International Journal of Computer Vision | 2004 | 42,314 |
| 4 | A new look at the statistical model identification | IEEE Transactions on Automatic Control | 1974 | 39,174 |
| 5 | G*Power 3: A flexible statistical power analysis program for the social, behavioral, and biomedical sciences | Behavior Research Methods | 2007 | 38,307 |
| 6 | Support-vector networks | Machine Learning | 1995 | 38,107 |
| 7 | Fast Parallel Algorithms for Short-Range Molecular Dynamics | Journal of Computational Physics | 1995 | 35,279 |
| 8 | The rise of graphene | Nature Materials | 2007 | 35,008 |
| 9 | Image Quality Assessment: From Error Visibility to Structural Similarity | IEEE Transactions on Image Processing | 2004 | 34,925 |
| 10 | Perceived Usefulness, Perceived Ease of Use, and User Acceptance of Information Technology | MIS Quarterly: Management Information Systems | 1989 | 34,035 |
| 11 | Gradient-based learning applied to document recognition | Proceedings of the IEEE | 1998 | 33,500 |
| 12 | A fast and elitist multiobjective genetic algorithm: NSGA-II | IEEE Transactions on Evolutionary Computation | 2002 | 32,998 |
| 13 | Research electronic data capture (REDCap)—A metadata-driven methodology and workflow process for providing translational research informatics support | Journal of Biomedical Informatics | 2009 | 32,739 |
| 14 | U-Net: Convolutional Networks for Biomedical Image Segmentation | Lecture Notes in Computer Science | 2015 | 27,139 |
| 15 | Preparation of Graphitic Oxide | Journal of the American Chemical Society | 1958 | 26,827 |
| 16 | ImageNet Large Scale Visual Recognition Challenge | International Journal of Computer Vision | 2015 | 24,215 |
| 17 | Adsorption of Gases in Multimolecular Layers | Journal of the American Chemical Society | 1938 | 23,496 |
| 18 | Asymptotic and resampling strategies for assessing and comparing indirect effects in multiple mediator models | Behavior Research Methods | 2008 | 23,188 |
| 19 | An improved technique for determining hardness and elastic modulus using load and displacement sensing indentation experiments | Journal of Materials Research | 1992 | 22,457 |
| 20 | User Acceptance of Information Technology: Toward a Unified View | MIS Quarterly: Management Information Systems | 2003 | 21,969 |
| 21 | (null) | Journal of Global Optimization | 1997 | 20,938 |
| 22 | Compressed sensing | IEEE Transactions on Information Theory | 2006 | 20,437 |
| 23 | Reporting physisorption data for gas/solid systems with special reference to the determination of surface area and porosity (Recommendations 1984) | Pure and Applied Chemistry | 1985 | 20,261 |
| 24 | Statistical power analyses using G*Power 3.1: Tests for correlation and regression analyses | Behavior Research Methods | 2009 | 19,954 |
| 25 | Bagging predictors | Machine Learning | 1996 | 18,759 |
| 26 | Numerical integration of the cartesian equations of motion of a system with constraints: molecular dynamics of n-alkanes | Journal of Computational Physics | 1977 | 18,418 |
| 27 | THE ADSORPTION OF GASES ON PLANE SURFACES OF GLASS, MICA AND PLATINUM. | Journal of the American Chemical Society | 1918 | 18,014 |
| 28 | Organometal Halide Perovskites as Visible-Light Sensitizers for Photovoltaic Cells | Journal of the American Chemical Society | 2009 | 17,777 |
| 29 | Full-length transcriptome assembly from RNA-Seq data without a reference genome | Nature Biotechnology | 2011 | 17,264 |
| 30 | A tutorial on hidden Markov models and selected applications in speech recognition | Proceedings of the IEEE | 1989 | 16,145 |
| 31 | The Psychophysics Toolbox | Spatial Vision | 1997 | 15,713 |
| 32 | An introduction to ROC analysis | Pattern Recognition Letters | 2006 | 14,987 |
| 33 | Two-equation eddy-viscosity turbulence models for engineering applications | AIAA Journal | 1994 | 14,880 |
| 34 | A Survey on Transfer Learning | IEEE Transactions on Knowledge and Data Engineering | 2010 | 14,602 |
| 35 | Materials for electrochemical capacitors | Nature Materials | 2008 | 14,090 |
| 36 | GROMACS 4: Algorithms for Highly Efficient, Load-Balanced, and Scalable Molecular Simulation | Journal of Chemical Theory and Computation | 2008 | 13,875 |
| 37 | Transcript assembly and quantification by RNA-Seq reveals unannotated transcripts and isoform switching during cell differentiation | Nature Biotechnology | 2010 | 13,805 |
| 38 | Snakes: Active contour models | International Journal of Computer Vision | 1988 | 13,615 |
| 39 | Electronics and optoelectronics of two-dimensional transition metal dichalcogenides | Nature Nanotechnology | 2012 | 13,346 |
| 40 | Development and use of quantum mechanical molecular models. 76. AM1: a new general purpose quantum mechanical molecular model | Journal of the American Chemical Society | 1985 | 13,340 |
| 41 | A discrete numerical model for granular assemblies | Geotechnique | 1979 | 13,267 |
| 42 | Pseudo-second order model for sorption processes | Process Biochemistry | 1999 | 13,223 |
| 43 | Recent advances in magnetic structure determination by neutron powder diffraction | Physica B: Condensed Matter | 1993 | 13,003 |
| 44 | MaxQuant enables high peptide identification rates, individualized p.p.b.-range mass accuracies and proteome-wide protein quantification | Nature Biotechnology | 2008 | 12,966 |
| 45 | Controlled growth of monodisperse silica spheres in the micron size range | Journal of Colloid and Interface Science | 1968 | 12,913 |
| 46 | Microsoft COCO: Common Objects in Context | Lecture Notes in Computer Science | 2014 | 12,775 |
| 47 | A Tutorial on Support Vector Machines for Pattern Recognition | Data Mining and Knowledge Discovery | 1998 | 12,673 |
| 48 | Single-layer MoS2 transistors | Nature Nanotechnology | 2011 | 12,612 |
| 49 | Volume of fluid (VOF) method for the dynamics of free boundaries | Journal of Computational Physics | 1981 | 12,164 |
| 50 | Physisorption of gases, with special reference to the evaluation of surface area and pore size distribution (IUPAC Technical Report) | Pure and Applied Chemistry | 2015 | 12,159 |
| 51 | Development and Testing of the OPLS All-Atom Force Field on Conformational Energetics and Properties of Organic Liquids | Journal of the American Chemical Society | 1996 | 12,123 |
| 52 | A Second Generation Force Field for the Simulation of Proteins, Nucleic Acids, and Organic Molecules | Journal of the American Chemical Society | 1995 | 12,116 |
| 53 | The Pascal Visual Object Classes (VOC) Challenge | International Journal of Computer Vision | 2010 | 12,097 |
| 54 | Induction of decision trees | Machine Learning | 1986 | 12,034 |
| 55 | Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information | IEEE Transactions on Information Theory | 2006 | 11,987 |
| 56 | SSD: Single Shot MultiBox Detector | Lecture Notes in Computer Science | 2016 | 11,879 |
| 57 | Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers | Foundations and Trends in Machine Learning | 2010 | 11,791 |
| 58 | Superior Thermal Conductivity of Single-Layer Graphene | Nano Letters | 2008 | 11,726 |
| 59 | Integrative genomics viewer | Nature Biotechnology | 2011 | 11,708 |
| 60 | The Determination of Enzyme Dissociation Constants | Journal of the American Chemical Society | 1934 | 11,587 |
| 61 | Fronts propagating with curvature-dependent speed: Algorithms based on Hamilton-Jacobi formulations | Journal of Computational Physics | 1988 | 11,578 |
| 62 | Click Chemistry: Diverse Chemical Function from a Few Good Reactions | Angewandte Chemie - International Edition | 2001 | 11,576 |
| 63 | Grey Wolf Optimizer | Advances in Engineering Software | 2014 | 11,382 |
| 64 | Research electronic data capture (REDCap)—A metadata-driven methodology and workflow process for providing translational research informatics support | Journal of Biomedical Informatics | 2009 | 11,374 |
| 65 | The Determination of Pore Volume and Area Distributions in Porous Substances. I. Computations from Nitrogen Isotherms | Journal of the American Chemical Society | 1951 | 11,369 |
| 66 | Reproducible, interactive, scalable and extensible microbiome data science using QIIME 2 | Nature Biotechnology | 2019 | 11,167 |
| 67 | The REDCap consortium: Building an international community of software platform partners | Journal of Biomedical Informatics | 2019 | 11,010 |
| 68 | Speeded-Up Robust Features (SURF) | Computer Vision and Image Understanding | 2008 | 10,820 |
| 69 | Cooperative Diversity in Wireless Networks: Efficient Protocols and Outage Behavior | IEEE Transactions on Information Theory | 2004 | 10,614 |
| 70 | Extreme learning machine: Theory and applications | Neurocomputing | 2006 | 10,570 |
| 71 | A simple transmit diversity technique for wireless communications | IEEE Journal on Selected Areas in Communications | 1998 | 10,560 |
| 72 | Robust Real-Time Face Detection | International Journal of Computer Vision | 2004 | 10,533 |
| 73 | Nearest neighbor pattern classification | IEEE Transactions on Information Theory | 1967 | 10,500 |
| 74 | A new family of mesoporous molecular sieves prepared with liquid crystal templates | Journal of the American Chemical Society | 1992 | 10,478 |
| 75 | A metal-free polymeric photocatalyst for hydrogen production from water under visible light | Nature Materials | 2009 | 10,442 |
| 76 | Numerical solution of initial boundary value problems involving maxwell's equations in isotropic media | IEEE Transactions on Antennas and Propagation | 1966 | 10,337 |
| 77 | The numerical computation of turbulent flows | Computer Methods in Applied Mechanics and Engineering | 1974 | 10,323 |
| 78 | The concept of a linguistic variable and its application to approximate reasoning—I | Information Sciences | 1975 | 10,321 |
| 79 | A Stepwise Huisgen Cycloaddition Process: Copper(I)-Catalyzed Regioselective “Ligation” of Azides and Terminal Alkynes | Angewandte Chemie - International Edition | 2002 | 10,242 |
| 80 | Consensus Problems in Networks of Agents With Switching Topology and Time-Delays | IEEE Transactions on Automatic Control | 2004 | 10,205 |
| 81 | Least squares quantization in PCM | IEEE Transactions on Information Theory | 1982 | 10,119 |
| 82 | Functional Porous Coordination Polymers | Angewandte Chemie - International Edition | 2004 | 10,106 |
| 83 | New directions in cryptography | IEEE Transactions on Information Theory | 1976 | 10,009 |
| 84 | Cognitive radio: brain-empowered wireless communications | IEEE Journal on Selected Areas in Communications | 2005 | 9,851 |
| 85 | The VideoToolbox software for visual psychophysics: transforming numbers into movies | Spatial Vision | 1997 | 9,392 |
| 86 | No free lunch theorems for optimization | IEEE Transactions on Evolutionary Computation | 1997 | 9,270 |
| 87 | Welcome to the Tidyverse | Journal of Open Source Software | 2019 | 9,245 |
| 88 | Social Network Sites: Definition, History, and Scholarship | Journal of Computer-Mediated Communication | 2007 | 9,121 |
| 89 | Complex thermoelectric materials | Nature Materials | 2008 | 9,012 |
| 90 | Graphene and Graphene Oxide: Synthesis, Properties, and Applications | Advanced Materials | 2010 | 8,959 |
| 91 | Challenges for Rechargeable Li Batteries | Chemistry of Materials | 2010 | 8,933 |
| 92 | Integrating single-cell transcriptomic data across different conditions, technologies, and species | Nature Biotechnology | 2018 | 8,878 |
| 93 | Ant system: optimization by a colony of cooperating agents | IEEE Transactions on Systems, Man, and Cybernetics | 1996 | 8,864 |
| 94 | Visualization and analysis of atomistic simulation data with OVITO–the Open Visualization Tool | Modelling and Simulation in Materials Science and Engineering | 2010 | 8,805 |
| 95 | A tutorial on particle filters for online nonlinear/non-Gaussian Bayesian tracking | IEEE Transactions on Signal Processing | 2002 | 8,786 |
| 96 | Software survey: VOSviewer, a computer program for bibliometric mapping | Scientometrics | 2010 | 8,777 |
| 97 | Internet of Things (IoT): A vision, architectural elements, and future directions | Future Generation Computer Systems | 2013 | 8,719 |
| 98 | Approximate Riemann solvers, parameter vectors, and difference schemes | Journal of Computational Physics | 1981 | 8,613 |
| 99 | A Statistical Distribution Function of Wide Applicability | Journal of Applied Mechanics, Transactions ASME | 1951 | 8,578 |
| 100 | A perfectly matched layer for the absorption of electromagnetic waves | Journal of Computational Physics | 1994 | 8,574 |
