⚛️ Physics and Astronomy

16 papers · the most cited first · all shelves

Physics from particles to galaxies: quantum, condensed matter, optics, astronomy.

Subfields

The sub-shelves of Physics and Astronomy, the most papers first, with the two OpenAlex topics most of their papers here are on.

1. ⚛️Statistical and Nonlinear PhysicsComplex Network Analysis Techniques · Model Reduction and Neural Networks14 papers
2. ⚛️Astronomy and AstrophysicsAstro and Planetary Science · Planetary Science and Exploration1 paper
3. ⚛️Atomic and Molecular Physics, and OpticsAdvanced Chemical Physics Studies1 paper

📄 Papers

1. Graph Attention NetworksPetar Veličkovic, Guillem Cucurull, Arantxa Casanova, et al.2017 · 8,996 citations
2. Semi-Supervised Classification with Graph Convolutional NetworksThomas N. Kipf, Max Welling2016 · 8,809 citations
3. Inductive Representation Learning on Large GraphsWilliam L. Hamilton, Rex Ying, Jure Leskovec2017 · 4,687 citations
4. Neural Message Passing for Quantum ChemistryJustin Gilmer, Samuel S. Schoenholz, Patrick F. Riley, et al.2017 · 3,699 citations
5. Determining the Sentiment of OpinionsSoo-Min Kim, Eduard Hovy2004 · 1,677 citations
6. Score-Based Generative Modeling through Stochastic Differential EquationsYang Song, Jascha Sohl-Dickstein, Diederik P. Kingma, et al.2020 · 1,528 citations
7. Generative Modeling by Estimating Gradients of the Data DistributionYang Song, Stefano Ermon2019 · 1,155 citations
8. Out of One, Many: Using Language Models to Simulate Human SamplesLisa P. Argyle, Ethan C. Busby, Nancy Fulda, et al.2022 · 942 citations
9. Rumor has it: Identifying Misinformation in MicroblogsVahed Qazvinian, Emily Rosengren, Dragomir R. Radev, et al.2011 · 764 citations
10. Detect Rumors in Microblog Posts Using Propagation Structure via Kernel LearningJing Ma, Wei Gao, Kam-Fai Wong2017 · 713 citations
11. Rumor Detection on Twitter with Tree-structured Recursive Neural NetworksJing Ma, Wei Gao, Kam-Fai Wong2018 · 706 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. The Rosetta projectJan Landsbergen1989 · 11 citations
16. Modeling Changing Scientific Concepts with Complex Networks: A Case Study on the Chemical RevolutionSofia Aguilar Valdez, Stefania Degaetano-Ortlieb2026

Updated 23 October 2026

This page in Markdown → https://md.research.elamur.ai/free/en/shelves/physics-and-astronomy/