📰 Nature 2025 — papers

The works of Nature published in 2025 that our library holds (publisher: Nature Portfolio): 3 works, listed below with the most cited first; each has a page with our summary, its key points and its references.

Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

1. DeepSeek-R1 incentivizes reasoning in LLMs through reinforcement learningDaya Guo, Dejian Yang, Haowei Zhang et al.1,099 citations · our summary
2. Accurate predictions on small data with a tabular foundation model ↗Noah Hollmann, Samuel Müller, Lennart Purucker et al.974 citations
3. A generative model for inorganic materials design ↗Claudio Zeni, Robert Pinsler, Daniel Zügner et al.498 citations
4. Global evolution of inflammatory bowel disease across epidemiologic stages ↗Lindsay Hracs, Joseph W. Windsor, Julia Gorospe et al.455 citations
5. 10,000-h-stable intermittent alkaline seawater electrolysis ↗Qihao Sha, Shiyuan Wang, Li Yan et al.452 citations
6. RETRACTED ARTICLE: Warming accelerates global drought severity ↗Solomon H. Gebrechorkos, Justin Sheffield, Sergio Martín Vicente-Serrano et al.378 citations
7. Neuromorphic computing at scale ↗Dhireesha Kudithipudi, Catherine D. Schuman, Craig Michael Vineyard et al.357 citations
8. Impacts of climate change on global agriculture accounting for adaptation ↗Andrew Hultgren, Tamma A. Carleton, Michael Delgado et al.354 citations
9. Towards conversational diagnostic artificial intelligence ↗Tao Tu, Mike Schaekermann, Anil Palepu et al.344 citations
10. One-quarter of freshwater fauna threatened with extinction ↗Catherine Overed-Sayer, Eresha Fernando, Randall R. Jiménez et al.326 citations

All works of the year (4,398)

The most cited first; 3 with our summary link to their page here, the others to the original.

1. DeepSeek-R1 incentivizes reasoning in LLMs through reinforcement learningDaya Guo, Dejian Yang, Haowei Zhang et al.1,099 citations · our summary
2. Accurate predictions on small data with a tabular foundation model ↗Noah Hollmann, Samuel Müller, Lennart Purucker et al.974 citations
3. A generative model for inorganic materials design ↗Claudio Zeni, Robert Pinsler, Daniel Zügner et al.498 citations
4. Global evolution of inflammatory bowel disease across epidemiologic stages ↗Lindsay Hracs, Joseph W. Windsor, Julia Gorospe et al.455 citations
5. 10,000-h-stable intermittent alkaline seawater electrolysis ↗Qihao Sha, Shiyuan Wang, Li Yan et al.452 citations
6. RETRACTED ARTICLE: Warming accelerates global drought severity ↗Solomon H. Gebrechorkos, Justin Sheffield, Sergio Martín Vicente-Serrano et al.378 citations
7. Neuromorphic computing at scale ↗Dhireesha Kudithipudi, Catherine D. Schuman, Craig Michael Vineyard et al.357 citations
8. Impacts of climate change on global agriculture accounting for adaptation ↗Andrew Hultgren, Tamma A. Carleton, Michael Delgado et al.354 citations
9. Towards conversational diagnostic artificial intelligence ↗Tao Tu, Mike Schaekermann, Anil Palepu et al.344 citations
10. One-quarter of freshwater fauna threatened with extinction ↗Catherine Overed-Sayer, Eresha Fernando, Randall R. Jiménez et al.326 citations
11. Immune evasion through mitochondrial transfer in the tumour microenvironment ↗Hideki Ikeda, Katsushige Kawase, Tatsuya Nishi et al.323 citations
12. Mass-spectrometry-based proteomics: from single cells to clinical applications ↗Tiannan Guo, Judith A. J. Steen, Matthias Mann320 citations
13. RNA neoantigen vaccines prime long-lived CD8+ T cells in pancreatic cancer ↗Zachary M. Sethna, Pablo Guasp, Charlotte Reiche et al.319 citations
14. Atomically accurate de novo design of antibodies with RFdiffusion ↗Nathaniel R. Bennett, Joseph L. Watson, Robert J. Ragotte et al.310 citations
15. The distribution of subsurface microplastics in the ocean ↗Shiye Zhao, Karin Kvale, Lixin Zhu et al.307 citations
16. Towards accurate differential diagnosis with large language models ↗Daniel McDuff, Mike Schaekermann, Tao Tu et al.293 citations
17. The global human impact on biodiversity ↗François Keck, Tianna Peller, Roman Alther et al.288 citations
18. Activation of lysosomal iron triggers ferroptosis in cancer ↗Tatiana Cañeque, Leeroy Baron, Sebastian Müller et al.262 citations
19. A foundation model for the Earth system ↗Cristian Bodnar, Wessel P. Bruinsma, Ana Lučić et al.249 citations
20. A vision–language foundation model for precision oncology ↗Jinxi Xiang, Xiyue Wang, Xiaoming Zhang et al.249 citations
21. Metal–support frontier orbital interactions in single-atom catalysis ↗Xianxian Shi, Zhilin Wen, Qingqing Gu et al.241 citations
22. A natural experiment on the effect of herpes zoster vaccination on dementia ↗Markus Eyting, Min Xie, Felix Michalik et al.238 citations
23. One-shot design of functional protein binders with BindCraft ↗Martin Pačesa, Lennart Nickel, Christian Schellhaas et al.236 citations
24. A manufacturable platform for photonic quantum computing ↗PsiQuantum team, Koen Alexander, Avishai Benyamini et al.231 citations
25. External Li supply reshapes Li deficiency and lifetime limit of batteries ↗Shu Chen, Gang Wu, Haibo Jiang et al.230 citations

See all 4,398 papers in Nature 2025 — papers →

📄 Works with our summary in our library (3)

The most cited first (OpenAlex citations plus our library's).

1. DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement LearningNatureDeepSeek-AI, Daya Guo, Dejian Yang, et al.2025 · 4,593 citations
2. Humanity's Last ExamNatureLong Phan, Alice Gatti, Ziwen Han, et al.2025 · 235 citations
3. Accelerating scientific discovery with Co-ScientistNatureJuraj Gottweis, Wei-Hung Weng, Alexander Daryin, et al.2025 · 212 citations

🧭 Top topics

Topics of its works in our library, with the number of works on each.

🧠Language models & pretraining (1)🧮Reasoning (1)

📚 Fields

🖥️Computer Science (3)🎭Arts and Humanities (2)🩺Medicine (1)

🧑‍🔬 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🏛️ Top institutions

Institutions on the bylines of its works here, by the number of works.

🏢GoogleMountain View · United States2 works here🎓Imperial College LondonLondon · United Kingdom2 works here🎓Stanford UniversityStanford · United States2 works here🎓The New SchoolNew York · United States1 work here🎓Rutgers, The State University of New JerseyNew Brunswick · United States1 work here🎓Dartmouth CollegeHanover · United States1 work here🎓University of PisaPisa · Italy1 work here🎓Boston UniversityBoston · United States1 work here🎓Northwestern UniversityEvanston · United States1 work here🎓École Normale Supérieure de LyonLyon · France1 work here🎓University of Technology SydneySydney · Australia1 work here🎓University of North Carolina at Chapel HillChapel Hill · United States1 work here

works and citations from OpenAlex and our library.

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