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⚛️ Statistical and Nonlinear Physics

22 papers · the most cited first · all shelves

Statistical and Nonlinear Physics is a subfield of Physics and Astronomy in the OpenAlex classification of science. The topics most of its papers here are on: «Complex Network Analysis Techniques», «Opinion Dynamics and Social Influence», «Model Reduction and Neural Networks».

 Papers

  1. Graph Attention NetworksPetar Veličkovic, Guillem Cucurull, Arantxa Casanova, et al.2017 · 9,000 citations
  2. Semi-Supervised Classification with Graph Convolutional NetworksThomas N. Kipf, Max Welling2016 · 8,826 citations
  3. Inductive Representation Learning on Large GraphsWilliam L. Hamilton, Rex Ying, Jure Leskovec2017 · 4,696 citations
  4. Determining the Sentiment of OpinionsSoo-Min Kim, Eduard Hovy2004 · 1,679 citations
  5. Score-Based Generative Modeling through Stochastic Differential EquationsYang Song, Jascha Sohl-Dickstein, Diederik P. Kingma, et al.2020 · 1,530 citations
  6. Generative Modeling by Estimating Gradients of the Data DistributionYang Song, Stefano Ermon2019 · 1,159 citations
  7. Out of One, Many: Using Language Models to Simulate Human SamplesLisa P. Argyle, Ethan C. Busby, Nancy Fulda, et al.2022 · 944 citations
  8. Rumor has it: Identifying Misinformation in MicroblogsVahed Qazvinian, Emily Rosengren, Dragomir R. Radev, et al.2011 · 771 citations
  9. Detect Rumors in Microblog Posts Using Propagation Structure via Kernel LearningJing Ma, Wei Gao, Kam-Fai Wong2017 · 714 citations
  10. Rumor Detection on Twitter with Tree-structured Recursive Neural NetworksJing Ma, Wei Gao, Kam-Fai Wong2018 · 708 citations
  11. GCAN: Graph-aware Co-Attention Networks for Explainable Fake News Detection on Social MediaYi-Ju Lu, Cheng-Te Li2020 · 468 citations
  12. Flow Matching for Generative ModelingYaron Lipman, Ricky T. Q. Chen, Heli Ben-Hamu, et al.2022 · 397 citations
  13. Flow Straight and Fast: Learning to Generate and Transfer Data with Rectified FlowXingchao Liu, Chengyue Gong, Qiang Liu2022 · 254 citations
  14. Supervised and Unsupervised Methods in Employing Discourse Relations for Improving Opinion Polarity ClassificationSwapna Somasundaran, Galileo Namata, Janyce Wiebe, et al.2009 · 119 citations
  15. Chinese Whispers - an Efficient Graph Clustering Algorithm and its Application to Natural Language Processing ProblemsChris Biemann2006 · 116 citations
  16. Evolution of the most common English words and phrases over the centuriesMatjaz Perc2012 · 109 citations
  17. OpinionFinder: A System for Subjectivity AnalysisTheresa Wilson, Paul Hoffmann, Swapna Somasundaran, et al.2005 · 78 citations
  18. Patterns in the English Language: Phonological Networks, Percolation and Assembly ModelsMassimo Stella, Markus Brede2014 · 38 citations
  19. Mental Lexicon Growth Modelling Reveals the Multiplexity of the English LanguageMassimo Stella, Markus Brede2016 · 10 citations
  20. Multifractal analysis of sentence lengths in English literary textsIwona Grabska-Gradzinska, Andrzej Kulig, Jarosław Kwapien, et al.2012 · 7 citations
  21. ARAACOM: ARAbic Algerian Corpus for Opinion MiningZitouni Abdelhafid, Hichem Rahab, Abdelhafid Zitouni, et al.2017 · 6 citations
  22. Modeling Changing Scientific Concepts with Complex Networks: A Case Study on the Chemical RevolutionSofia Aguilar Valdez, Stefania Degaetano-Ortlieb2026

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