---
title: "Nature 2025 — papers — Elamur Research"
description: "Nature 2025 — papers: 3 papers in the Elamur Research library, with our summaries, ranked by citations."
canonical: "https://research.elamur.ai/free/en/venues/nature/2025/"
---
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# 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.

[**4,398** works that year](#all) · [**3** works in our library](https://md.research.elamur.ai/free/en/venues/nature/2025/#works) · [**5,040** citations of these works](https://md.research.elamur.ai/free/en/venues/nature/2025/#works)

## 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 learning](https://md.research.elamur.ai/free/en/papers/deepseek-ai-2025-deepseek-r1-incentivizing-reasoning-capability/)**Daya Guo, Dejian Yang, Haowei Zhang et al.*1,099 citations · our summary*
2. **[Accurate predictions on small data with a tabular foundation model ↗](https://doi.org/10.1038/s41586-024-08328-6)**Noah Hollmann, Samuel Müller, Lennart Purucker et al.*974 citations*
3. **[A generative model for inorganic materials design ↗](https://doi.org/10.1038/s41586-025-08628-5)**Claudio Zeni, Robert Pinsler, Daniel Zügner et al.*498 citations*
4. **[Global evolution of inflammatory bowel disease across epidemiologic stages ↗](https://doi.org/10.1038/s41586-025-08940-0)**Lindsay Hracs, Joseph W. Windsor, Julia Gorospe et al.*455 citations*
5. **[10,000-h-stable intermittent alkaline seawater electrolysis ↗](https://doi.org/10.1038/s41586-025-08610-1)**Qihao Sha, Shiyuan Wang, Li Yan et al.*452 citations*
6. **[RETRACTED ARTICLE: Warming accelerates global drought severity ↗](https://doi.org/10.1038/s41586-025-09047-2)**Solomon H. Gebrechorkos, Justin Sheffield, Sergio Martín Vicente-Serrano et al.*378 citations*
7. **[Neuromorphic computing at scale ↗](https://doi.org/10.1038/s41586-024-08253-8)**Dhireesha Kudithipudi, Catherine D. Schuman, Craig Michael Vineyard et al.*357 citations*
8. **[Impacts of climate change on global agriculture accounting for adaptation ↗](https://doi.org/10.1038/s41586-025-09085-w)**Andrew Hultgren, Tamma A. Carleton, Michael Delgado et al.*354 citations*
9. **[Towards conversational diagnostic artificial intelligence ↗](https://doi.org/10.1038/s41586-025-08866-7)**Tao Tu, Mike Schaekermann, Anil Palepu et al.*344 citations*
10. **[One-quarter of freshwater fauna threatened with extinction ↗](https://doi.org/10.1038/s41586-024-08375-z)**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 learning](https://md.research.elamur.ai/free/en/papers/deepseek-ai-2025-deepseek-r1-incentivizing-reasoning-capability/)**Daya Guo, Dejian Yang, Haowei Zhang et al.*1,099 citations · our summary*
2. **[Accurate predictions on small data with a tabular foundation model ↗](https://doi.org/10.1038/s41586-024-08328-6)**Noah Hollmann, Samuel Müller, Lennart Purucker et al.*974 citations*
3. **[A generative model for inorganic materials design ↗](https://doi.org/10.1038/s41586-025-08628-5)**Claudio Zeni, Robert Pinsler, Daniel Zügner et al.*498 citations*
4. **[Global evolution of inflammatory bowel disease across epidemiologic stages ↗](https://doi.org/10.1038/s41586-025-08940-0)**Lindsay Hracs, Joseph W. Windsor, Julia Gorospe et al.*455 citations*
5. **[10,000-h-stable intermittent alkaline seawater electrolysis ↗](https://doi.org/10.1038/s41586-025-08610-1)**Qihao Sha, Shiyuan Wang, Li Yan et al.*452 citations*
6. **[RETRACTED ARTICLE: Warming accelerates global drought severity ↗](https://doi.org/10.1038/s41586-025-09047-2)**Solomon H. Gebrechorkos, Justin Sheffield, Sergio Martín Vicente-Serrano et al.*378 citations*
7. **[Neuromorphic computing at scale ↗](https://doi.org/10.1038/s41586-024-08253-8)**Dhireesha Kudithipudi, Catherine D. Schuman, Craig Michael Vineyard et al.*357 citations*
8. **[Impacts of climate change on global agriculture accounting for adaptation ↗](https://doi.org/10.1038/s41586-025-09085-w)**Andrew Hultgren, Tamma A. Carleton, Michael Delgado et al.*354 citations*
9. **[Towards conversational diagnostic artificial intelligence ↗](https://doi.org/10.1038/s41586-025-08866-7)**Tao Tu, Mike Schaekermann, Anil Palepu et al.*344 citations*
10. **[One-quarter of freshwater fauna threatened with extinction ↗](https://doi.org/10.1038/s41586-024-08375-z)**Catherine Overed-Sayer, Eresha Fernando, Randall R. Jiménez et al.*326 citations*
11. **[Immune evasion through mitochondrial transfer in the tumour microenvironment ↗](https://doi.org/10.1038/s41586-024-08439-0)**Hideki Ikeda, Katsushige Kawase, Tatsuya Nishi et al.*323 citations*
12. **[Mass-spectrometry-based proteomics: from single cells to clinical applications ↗](https://doi.org/10.1038/s41586-025-08584-0)**Tiannan Guo, Judith A. J. Steen, Matthias Mann*320 citations*
13. **[RNA neoantigen vaccines prime long-lived CD8+ T cells in pancreatic cancer ↗](https://doi.org/10.1038/s41586-024-08508-4)**Zachary M. Sethna, Pablo Guasp, Charlotte Reiche et al.*319 citations*
14. **[Atomically accurate de novo design of antibodies with RFdiffusion ↗](https://doi.org/10.1038/s41586-025-09721-5)**Nathaniel R. Bennett, Joseph L. Watson, Robert J. Ragotte et al.*310 citations*
15. **[The distribution of subsurface microplastics in the ocean ↗](https://doi.org/10.1038/s41586-025-08818-1)**Shiye Zhao, Karin Kvale, Lixin Zhu et al.*307 citations*
16. **[Towards accurate differential diagnosis with large language models ↗](https://doi.org/10.1038/s41586-025-08869-4)**Daniel McDuff, Mike Schaekermann, Tao Tu et al.*293 citations*
17. **[The global human impact on biodiversity ↗](https://doi.org/10.1038/s41586-025-08752-2)**François Keck, Tianna Peller, Roman Alther et al.*288 citations*
18. **[Activation of lysosomal iron triggers ferroptosis in cancer ↗](https://doi.org/10.1038/s41586-025-08974-4)**Tatiana Cañeque, Leeroy Baron, Sebastian Müller et al.*262 citations*
19. **[A foundation model for the Earth system ↗](https://doi.org/10.1038/s41586-025-09005-y)**Cristian Bodnar, Wessel P. Bruinsma, Ana Lučić et al.*249 citations*
20. **[A vision–language foundation model for precision oncology ↗](https://doi.org/10.1038/s41586-024-08378-w)**Jinxi Xiang, Xiyue Wang, Xiaoming Zhang et al.*249 citations*
21. **[Metal–support frontier orbital interactions in single-atom catalysis ↗](https://doi.org/10.1038/s41586-025-08747-z)**Xianxian Shi, Zhilin Wen, Qingqing Gu et al.*241 citations*
22. **[A natural experiment on the effect of herpes zoster vaccination on dementia ↗](https://doi.org/10.1038/s41586-025-08800-x)**Markus Eyting, Min Xie, Felix Michalik et al.*238 citations*
23. **[One-shot design of functional protein binders with BindCraft ↗](https://doi.org/10.1038/s41586-025-09429-6)**Martin Pačesa, Lennart Nickel, Christian Schellhaas et al.*236 citations*
24. **[A manufacturable platform for photonic quantum computing ↗](https://doi.org/10.1038/s41586-025-08820-7)**PsiQuantum team, Koen Alexander, Avishai Benyamini et al.*231 citations*
25. **[External Li supply reshapes Li deficiency and lifetime limit of batteries ↗](https://doi.org/10.1038/s41586-024-08465-y)**Shu Chen, Gang Wu, Haibo Jiang et al.*230 citations*

[See all 4,398 papers in Nature 2025 — papers →](https://md.research.elamur.ai/free/en/venues/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 Learning](https://md.research.elamur.ai/free/en/papers/deepseek-ai-2025-deepseek-r1-incentivizing-reasoning-capability/) [Nature](https://md.research.elamur.ai/free/en/venues/nature/)**DeepSeek-AI, Daya Guo, Dejian Yang, et al.*2025 · 4,593 citations*
2. **[Humanity's Last Exam](https://md.research.elamur.ai/free/en/papers/phan-2025-humanity-s-last-exam/) [Nature](https://md.research.elamur.ai/free/en/venues/nature/)**Long Phan, Alice Gatti, Ziwen Han, et al.*2025 · 235 citations*
3. **[Accelerating scientific discovery with Co-Scientist](https://md.research.elamur.ai/free/en/papers/gottweis-2025-accelerating-scientific-discovery-co/) [Nature](https://md.research.elamur.ai/free/en/venues/nature/)**Juraj 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)](https://md.research.elamur.ai/free/en/topics/language-models/) · [Reasoning (1)](https://md.research.elamur.ai/free/en/topics/reasoning/)

## Fields

[Computer Science (3)](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Arts and Humanities (2)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Medicine (1)](https://md.research.elamur.ai/free/en/shelves/medicine/)

## Top authors

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

[🧑‍🔬**Daya Guo**1 work here · 4,593 citations](https://md.research.elamur.ai/free/en/authors/daya-guo/) · [🧑‍🔬**DeepSeek-AI**1 work here · 4,593 citations](https://md.research.elamur.ai/free/en/authors/deepseek-ai/) · [🧑‍🔬**Dejian Yang**1 work here · 4,593 citations](https://md.research.elamur.ai/free/en/authors/dejian-yang/) · [🧑‍🔬**Haowei Zhang**1 work here · 4,593 citations](https://md.research.elamur.ai/free/en/authors/haowei-zhang/) · [🧑‍🔬**Junxiao Song**1 work here · 4,593 citations](https://md.research.elamur.ai/free/en/authors/junxiao-song/) · [🧑‍🔬**Peiyi Wang**1 work here · 4,593 citations](https://md.research.elamur.ai/free/en/authors/peiyi-wang/) · [🧑‍🔬**Qihao Zhu**1 work here · 4,593 citations](https://md.research.elamur.ai/free/en/authors/qihao-zhu/) · [🧑‍🔬**Runxin Xu**1 work here · 4,593 citations](https://md.research.elamur.ai/free/en/authors/runxin-xu/) · [🧑‍🔬**Ruoyu Zhang**1 work here · 4,593 citations](https://md.research.elamur.ai/free/en/authors/ruoyu-zhang/) · [🧑‍🔬**Shirong Ma**1 work here · 4,593 citations](https://md.research.elamur.ai/free/en/authors/shirong-ma/) · [🧑‍🔬**Xiao Bi**1 work here · 4,593 citations](https://md.research.elamur.ai/free/en/authors/xiao-bi/) · [🧑‍🔬**Hugh Zhang**1 work here · 235 citations](https://md.research.elamur.ai/free/en/authors/hugh-zhang/)

## Top institutions

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

[🏢**Google** Mountain View · United States 2 works here](https://md.research.elamur.ai/free/en/companies/google/) · [🎓**Imperial College London** London · United Kingdom 2 works here](https://md.research.elamur.ai/free/en/universities/imperial-college-london/) · [🎓**Stanford University** Stanford · United States 2 works here](https://md.research.elamur.ai/free/en/universities/stanford-university/) · [🎓**The New School** New York · United States 1 work here](https://md.research.elamur.ai/free/en/universities/the-new-school/) · [🎓**Rutgers, The State University of New Jersey** New Brunswick · United States 1 work here](https://md.research.elamur.ai/free/en/universities/rutgers-the-state-university-of-new-jersey/) · [🎓**Dartmouth College** Hanover · United States 1 work here](https://md.research.elamur.ai/free/en/universities/dartmouth-college/) · [🎓**University of Pisa** Pisa · Italy 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-pisa/) · [🎓**Boston University** Boston · United States 1 work here](https://md.research.elamur.ai/free/en/universities/boston-university/) · [🎓**Northwestern University** Evanston · United States 1 work here](https://md.research.elamur.ai/free/en/universities/northwestern-university/) · [🎓**École Normale Supérieure de Lyon** Lyon · France 1 work here](https://md.research.elamur.ai/free/en/universities/ecole-normale-superieure-de-lyon/) · [🎓**University of Technology Sydney** Sydney · Australia 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-technology-sydney/) · [🎓**University of North Carolina at Chapel Hill** Chapel Hill · United States 1 work here](https://md.research.elamur.ai/free/en/universities/university-of-north-carolina-at-chapel-hill/)

works and citations from OpenAlex and our library.

- [← previous Nature 2024](https://md.research.elamur.ai/free/en/venues/nature/2024/)
- [↑ back to Nature](https://md.research.elamur.ai/free/en/venues/nature/)