---
title: "Nature 2023 — papers — Elamur Research"
description: "Nature 2023 — papers: 2 papers in the Elamur Research library, with our summaries, ranked by citations."
canonical: "https://research.elamur.ai/free/en/venues/nature/2023/"
---
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# Nature 2023 — papers

The works of Nature published in 2023 that our library holds (publisher: Nature Portfolio): 2 works, listed below with the most cited first; each has a page with our summary, its key points and its references.

[**4,200** works that year](#all) · [**2** works in our library](https://md.research.elamur.ai/free/en/venues/nature/2023/#works) · [**1,729** citations of these works](https://md.research.elamur.ai/free/en/venues/nature/2023/#works)

## Most cited papers

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

1. **[FinnGen provides genetic insights from a well-phenotyped isolated population ↗](https://doi.org/10.1038/s41586-022-05473-8)**Mitja Kurki, Juha M Karjalainen, Priit Palta et al.*4,166 citations*
2. **[Large language models encode clinical knowledge](https://md.research.elamur.ai/free/en/papers/singhal-2022-large-language-models-encode-clinical/)**Karan Singhal, Shekoofeh Azizi, Tao Tu et al.*3,967 citations · our summary*
3. **[De novo design of protein structure and function with RFdiffusion ↗](https://doi.org/10.1038/s41586-023-06415-8)**Joseph L. Watson, David Juergens, Nathaniel R. Bennett et al.*2,295 citations*
4. **[Controlled growth of perovskite layers with volatile alkylammonium chlorides ↗](https://doi.org/10.1038/s41586-023-05825-y)**Jaewang Park, Jongbeom Kim, Hyun‐Sung Yun et al.*1,990 citations*
5. **[Foundation models for generalist medical artificial intelligence ↗](https://doi.org/10.1038/s41586-023-05881-4)**Michael Moor, Oishi Banerjee, Zahra Shakeri Hossein Abad et al.*1,955 citations*
6. **[ChatGPT: five priorities for research ↗](https://doi.org/10.1038/d41586-023-00288-7)**Eva A.M. van Dis, Johan Bollen, Willem H. Zuidema et al.*1,831 citations*
7. **[Plasma proteomic associations with genetics and health in the UK Biobank ↗](https://doi.org/10.1038/s41586-023-06592-6)**Benjamin B. Sun, Joshua Chiou, Matthew Traylor et al.*1,790 citations*
8. **[Scientific discovery in the age of artificial intelligence ↗](https://doi.org/10.1038/s41586-023-06221-2)**Hanchen Wang, Tianfan Fu, Yuanqi Du et al.*1,779 citations*
9. **[A genomic mutational constraint map using variation in 76,156 human genomes ↗](https://doi.org/10.1038/s41586-023-06045-0)**Siwei Chen, Laurent C. Francioli, Julia K. Goodrich et al.*1,691 citations*
10. **[Accurate medium-range global weather forecasting with 3D neural networks ↗](https://doi.org/10.1038/s41586-023-06185-3)**Kaifeng Bi, Lingxi Xie, Hengheng Zhang et al.*1,634 citations*

## All works of the year (4,200)

The most cited first; 2 with our summary link to their page here, the others to the original.

1. **[FinnGen provides genetic insights from a well-phenotyped isolated population ↗](https://doi.org/10.1038/s41586-022-05473-8)**Mitja Kurki, Juha M Karjalainen, Priit Palta et al.*4,166 citations*
2. **[Large language models encode clinical knowledge](https://md.research.elamur.ai/free/en/papers/singhal-2022-large-language-models-encode-clinical/)**Karan Singhal, Shekoofeh Azizi, Tao Tu et al.*3,967 citations · our summary*
3. **[De novo design of protein structure and function with RFdiffusion ↗](https://doi.org/10.1038/s41586-023-06415-8)**Joseph L. Watson, David Juergens, Nathaniel R. Bennett et al.*2,295 citations*
4. **[Controlled growth of perovskite layers with volatile alkylammonium chlorides ↗](https://doi.org/10.1038/s41586-023-05825-y)**Jaewang Park, Jongbeom Kim, Hyun‐Sung Yun et al.*1,990 citations*
5. **[Foundation models for generalist medical artificial intelligence ↗](https://doi.org/10.1038/s41586-023-05881-4)**Michael Moor, Oishi Banerjee, Zahra Shakeri Hossein Abad et al.*1,955 citations*
6. **[ChatGPT: five priorities for research ↗](https://doi.org/10.1038/d41586-023-00288-7)**Eva A.M. van Dis, Johan Bollen, Willem H. Zuidema et al.*1,831 citations*
7. **[Plasma proteomic associations with genetics and health in the UK Biobank ↗](https://doi.org/10.1038/s41586-023-06592-6)**Benjamin B. Sun, Joshua Chiou, Matthew Traylor et al.*1,790 citations*
8. **[Scientific discovery in the age of artificial intelligence ↗](https://doi.org/10.1038/s41586-023-06221-2)**Hanchen Wang, Tianfan Fu, Yuanqi Du et al.*1,779 citations*
9. **[A genomic mutational constraint map using variation in 76,156 human genomes ↗](https://doi.org/10.1038/s41586-023-06045-0)**Siwei Chen, Laurent C. Francioli, Julia K. Goodrich et al.*1,691 citations*
10. **[Accurate medium-range global weather forecasting with 3D neural networks ↗](https://doi.org/10.1038/s41586-023-06185-3)**Kaifeng Bi, Lingxi Xie, Hengheng Zhang et al.*1,634 citations*
11. **[Scaling deep learning for materials discovery ↗](https://doi.org/10.1038/s41586-023-06735-9)**Amil Merchant, Simon Batzner, Samuel S. Schoenholz et al.*1,473 citations*
12. **[Personalized RNA neoantigen vaccines stimulate T cells in pancreatic cancer ↗](https://doi.org/10.1038/s41586-023-06063-y)**Luis Alfonso Rojas, Zachary M. Sethna, Kevin C. Soares et al.*1,402 citations*
13. **[Safe and just Earth system boundaries ↗](https://doi.org/10.1038/s41586-023-06083-8)**Johan Rockström, Joyeeta Gupta, Dahe Qin et al.*1,385 citations*
14. **[Solar-to-hydrogen efficiency of more than 9% in photocatalytic water splitting ↗](https://doi.org/10.1038/s41586-022-05399-1)**Peng Chao Zhou, Ishtiaque Ahmed Navid, Yongjin Ma et al.*1,332 citations*
15. **[Computational approaches streamlining drug discovery ↗](https://doi.org/10.1038/s41586-023-05905-z)**Anastasiia Sadybekov, Vsevolod Katritch*1,279 citations*
16. **[A high-resolution transcriptomic and spatial atlas of cell types in the whole mouse brain ↗](https://doi.org/10.1038/s41586-023-06812-z)**Zizhen Yao, Cindy T. J. van Velthoven, Michael Kunst et al.*1,158 citations*
17. **[Transfer learning enables predictions in network biology ↗](https://doi.org/10.1038/s41586-023-06139-9)**Christina V. Theodoris, Ling Xiao, Anant Chopra et al.*1,158 citations*
18. **[Logical quantum processor based on reconfigurable atom arrays ↗](https://doi.org/10.1038/s41586-023-06927-3)**Dolev Bluvstein, Simon J. Evered, Alexandra A. Geim et al.*1,099 citations*
19. **[A draft human pangenome reference ↗](https://doi.org/10.1038/s41586-023-05896-x)**Wen‐Wei Liao, Mobin Asri, Jana Ebler et al.*1,095 citations*
20. **[Suppressing quantum errors by scaling a surface code logical qubit ↗](https://doi.org/10.1038/s41586-022-05434-1)**Google Quantum AI, Rajeev Acharya, I. L. Aleǐner et al.*1,083 citations*
21. **[Evidence for the utility of quantum computing before fault tolerance ↗](https://doi.org/10.1038/s41586-023-06096-3)**Young‐Seok Kim, Andrew Eddins, Sajant Anand et al.*1,033 citations*
22. **[cGAS–STING drives ageing-related inflammation and neurodegeneration ↗](https://doi.org/10.1038/s41586-023-06373-1)**Muhammet Fatih Gulen, Natasha Samson, Alexander Keller et al.*1,027 citations*
23. **[Autonomous chemical research with large language models](https://md.research.elamur.ai/free/en/papers/boiko-2023-autonomous-chemical-research-large-language/)**Daniil A. Boiko, Robert MacKnight, Ben Kline et al.*1,012 citations · our summary*
24. **[An autonomous laboratory for the accelerated synthesis of inorganic materials ↗](https://doi.org/10.1038/s41586-023-06734-w)**Nathan J. Szymanski, Bernardus Rendy, Yuxing Fei et al.*1,000 citations*
25. **[A foundation model for generalizable disease detection from retinal images ↗](https://doi.org/10.1038/s41586-023-06555-x)**Yukun Zhou, Mark A. Chia, Siegfried K. Wagner et al.*978 citations*

[See all 4,200 papers in Nature 2023 — papers →](https://md.research.elamur.ai/free/en/venues/nature/2023/papers/)

## Works with our summary in our library (2)

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

1. **[Autonomous chemical research with large language models](https://md.research.elamur.ai/free/en/papers/boiko-2023-autonomous-chemical-research-large-language/) [Nature](https://md.research.elamur.ai/free/en/venues/nature/)**Daniil A. Boiko, Robert MacKnight, Ben Kline, et al.*2023 · 1,123 citations*
2. **[Role-Play with Large Language Models](https://md.research.elamur.ai/free/en/papers/shanahan-2023-role-play-large-language-models/) [Nature](https://md.research.elamur.ai/free/en/venues/nature/)**Murray Shanahan, Kyle McDonell, Laria Reynolds*2023 · 606 citations*

## Fields

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

## Top authors

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

[🧑‍🔬**Kyle McDonell**1 work here · 606 citations](https://md.research.elamur.ai/free/en/authors/kyle-mcdonell/) · [🧑‍🔬**Laria Reynolds**1 work here · 606 citations](https://md.research.elamur.ai/free/en/authors/laria-reynolds/)

## Top institutions

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

[🏢**Google DeepMind** London · United Kingdom 1 work here](https://md.research.elamur.ai/free/en/companies/google-deepmind/) · [🎓**Imperial College London** London · United Kingdom 1 work here](https://md.research.elamur.ai/free/en/universities/imperial-college-london/) · [🎓**Carnegie Mellon University** Pittsburgh · United States 1 work here](https://md.research.elamur.ai/free/en/universities/carnegie-mellon-university/)

works and citations from OpenAlex and our library.

- [← previous Nature 2022](https://md.research.elamur.ai/free/en/venues/nature/2022/)
- [next → Nature 2024](https://md.research.elamur.ai/free/en/venues/nature/2024/)
- [↑ back to Nature](https://md.research.elamur.ai/free/en/venues/nature/)