Robust deep learning–based protein sequence design using ProteinMPNN

Research article (Science, 2022) · cited 1,758× · AI/ML
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September 15, 2022as of 2026-09-23
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20260923 · as of 2026-09-23
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Scienceas of 2026-09-23
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20260923 · as of 2026-09-23
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United States National Institutes of Health, National Science Foundationas of 2026-09-23
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20260923 · as of 2026-09-23
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Title
Robust deep learning–based protein sequence design using ProteinMPNNas of 2026-09-23
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20260923 · as of 2026-09-23
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W4296032638as of 2026-09-23
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20260923 · as of 2026-09-23
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DOI
10.1126/SCIENCE.ADD2187as of 2026-09-23
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20260923 · as of 2026-09-23
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36108050as of 2026-09-23
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20260923 · as of 2026-09-23
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Source: OpenAlex (openalex.org), snapshot of 2026-09-23. CC0 1.0 Universal. CC0 1.0 Universal · OpenAlex
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Robust deep learning–based protein sequence design using ProteinMPNN is a scholarly article[1].

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Use these citations when quoting this entity in research, articles, AI prompts, or wherever provenance matters. We aggregate Wikidata + Wikipedia + authoritative open-data sources; the stitched, scored, cross-referenced view is what 4ort.xyz contributes.

APA 4ort.xyz Knowledge Graph. (2026). Robust deep learning–based protein sequence design using ProteinMPNN. Retrieved October 20, 2026, from https://4ort.xyz/entity/robust-deep-learningbased-protein-sequence-design-using-proteinmpnn
MLA “Robust deep learning–based protein sequence design using ProteinMPNN.” 4ort.xyz Knowledge Graph, 4ort.xyz, 20 Oct. 2026, https://4ort.xyz/entity/robust-deep-learningbased-protein-sequence-design-using-proteinmpnn.
BibTeX @misc{4ortxyz_robust-deep-learningbased-protein-sequence-design-using-proteinmpnn_2026, author = {{4ort.xyz Knowledge Graph}}, title = {{Robust deep learning–based protein sequence design using ProteinMPNN}}, year = {2026}, url = {https://4ort.xyz/entity/robust-deep-learningbased-protein-sequence-design-using-proteinmpnn}, note = {Accessed: 2026-10-20}}
LLM prompt According to 4ort.xyz Knowledge Graph (aggregator of Wikidata, Wikipedia, and authoritative open-data sources): Robust deep learning–based protein sequence design using ProteinMPNN — https://4ort.xyz/entity/robust-deep-learningbased-protein-sequence-design-using-proteinmpnn (retrieved 2026-10-20)

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