📰 Nature Communications 2022 — papers

The works of Nature Communications published in 2022 that our library holds (publisher: Nature Portfolio): 1 work, 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. E(3)-equivariant graph neural networks for data-efficient and accurate interatomic potentials ↗Simon Batzner, Albert Musaelian, Lixin Sun et al.1,911 citations
2. The Medical Segmentation Decathlon ↗Michela Antonelli, Annika Reinke, Spyridon Bakas et al.1,325 citations
3. Harnessing protein folding neural networks for peptide–protein docking ↗Tomer Tsaban, Julia K. Varga, Orly Avraham et al.1,199 citations
4. Muscle5: High-accuracy alignment ensembles enable unbiased assessments of sequence homology and phylogeny ↗R. C. Edgar1,194 citations
5. Rhizosphere bacteriome structure and functions ↗Ning Ling, Tingting Wang, Yakov V. Kuzyakov1,164 citations
6. Improved prediction of protein-protein interactions using AlphaFold2 ↗Patrick Bryant, Gabriele Pozzati, Arne Elofsson1,006 citations
7. Microbiome differential abundance methods produce different results across 38 datasets ↗Jacob T. Nearing, Gavin M. Douglas, Molly G. Hayes et al.992 citations
8. A new gene set identifies senescent cells and predicts senescence-associated pathways across tissues ↗Dominik Saul, Robyn Laura Kosinsky, Elizabeth J. Atkinson et al.988 citations
9. Flood exposure and poverty in 188 countries ↗Jun Erik Maruyama Rentschler, Melda Salhab, Bramka Arga Jafino987 citations
10. Assessment of global health risk of antibiotic resistance genes ↗Zhenyan Zhang, Qi Zhang, Tingzhang Wang et al.976 citations

All works of the year (7,617)

The most cited first; 1 with our summary link to their page here, the others to the original.

1. E(3)-equivariant graph neural networks for data-efficient and accurate interatomic potentials ↗Simon Batzner, Albert Musaelian, Lixin Sun et al.1,911 citations
2. The Medical Segmentation Decathlon ↗Michela Antonelli, Annika Reinke, Spyridon Bakas et al.1,325 citations
3. Harnessing protein folding neural networks for peptide–protein docking ↗Tomer Tsaban, Julia K. Varga, Orly Avraham et al.1,199 citations
4. Muscle5: High-accuracy alignment ensembles enable unbiased assessments of sequence homology and phylogeny ↗R. C. Edgar1,194 citations
5. Rhizosphere bacteriome structure and functions ↗Ning Ling, Tingting Wang, Yakov V. Kuzyakov1,164 citations
6. Improved prediction of protein-protein interactions using AlphaFold2 ↗Patrick Bryant, Gabriele Pozzati, Arne Elofsson1,006 citations
7. Microbiome differential abundance methods produce different results across 38 datasets ↗Jacob T. Nearing, Gavin M. Douglas, Molly G. Hayes et al.992 citations
8. A new gene set identifies senescent cells and predicts senescence-associated pathways across tissues ↗Dominik Saul, Robyn Laura Kosinsky, Elizabeth J. Atkinson et al.988 citations
9. Flood exposure and poverty in 188 countries ↗Jun Erik Maruyama Rentschler, Melda Salhab, Bramka Arga Jafino987 citations
10. Assessment of global health risk of antibiotic resistance genes ↗Zhenyan Zhang, Qi Zhang, Tingzhang Wang et al.976 citations
11. Single-cell and spatial analysis reveal interaction of FAP+ fibroblasts and SPP1+ macrophages in colorectal cancer ↗Jingjing Qi, Hongxiang Sun, Yao Zhang et al.952 citations
12. Global stocks and capacity of mineral-associated soil organic carbon ↗Katerina Georgiou, Robert B. Jackson, Olga Vindušková et al.936 citations
13. Splicing the active phases of copper/cobalt-based catalysts achieves high-rate tandem electroreduction of nitrate to ammonia ↗Wenhui He, Jian Zhang, Stefan Dieckhöfer et al.864 citations
14. Machine learning-based integration develops an immune-derived lncRNA signature for improving outcomes in colorectal cancer ↗Zaoqu Liu, Long Liu, Siyuan Weng et al.843 citations
15. Active hydrogen boosts electrochemical nitrate reduction to ammonia ↗Kui Fan, Wenfu Xie, Jinze Li et al.840 citations
16. Ampere-level current density ammonia electrochemical synthesis using CuCo nanosheets simulating nitrite reductase bifunctional nature ↗Jia-Yi Fang, Qizheng Zheng, Yao‐Yin Lou et al.824 citations
17. Data-driven capacity estimation of commercial lithium-ion batteries from voltage relaxation ↗Jiangong Zhu, Yixiu Wang, Yuan Huang et al.815 citations
18. ProtGPT2 is a deep unsupervised language model for protein design ↗Noelia Ferruz, Steffen Schmidt, Birte Höcker780 citations
19. Fully-automated and ultra-fast cell-type identification using specific marker combinations from single-cell transcriptomic data ↗Aleksandr Ianevski, Anil Kumar Giri, Tero A. Aittokallio764 citations
20. Systematic and quantitative view of the antiviral arsenal of prokaryotes ↗Florian Tesson, Alexandre Hervé, Ernest Mordret et al.759 citations
21. Unraveling the electronegativity-dominated intermediate adsorption on high-entropy alloy electrocatalysts ↗Jiace Hao, Zechao C. Zhuang, Kecheng Cao et al.757 citations
22. Subnanometric Ru clusters with upshifted D band center improve performance for alkaline hydrogen evolution reaction ↗Qi Lin Hu, Keru Gao, Xiaodeng Wang et al.741 citations
23. Deciphering spatial domains from spatially resolved transcriptomics with an adaptive graph attention auto-encoder ↗Kangning Dong, Shihua Zhang736 citations
24. Perspectives in machine learning for wildlife conservation ↗Devis Tuia, Benjamin Kellenberger, Sara Beery et al.723 citations
25. Programmable probiotics modulate inflammation and gut microbiota for inflammatory bowel disease treatment after effective oral delivery ↗Jun Zhou, Maoyi Li, Qiufang Chen et al.695 citations

See all 7,617 papers in Nature Communications 2022 — papers →

📄 Works with our summary in our library (1)

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

1. Mapping global dynamics of benchmark creation and saturation in artificial intelligenceNature CommunicationsSimon Ott, Adriano Barbosa-Silva, Kathrin Blagec, et al.2022 · 93 citations

🧭 Top topics

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

📏Evaluation & benchmarks (1)

📚 Fields

🖥️Computer Science (1)🎯Decision Sciences (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.

🎓University of OxfordOxford · United Kingdom1 work here🎓Medical University of ViennaVienna · Austria1 work here

works and citations from OpenAlex and our library.

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