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Accurate prediction of protein structures and interactions using a three-track neural network.
Baek M, DiMaio F, Anishchenko I, Dauparas J, Ovchinnikov S, Lee GR, Wang J, Cong Q, Kinch LN, Schaeffer RD, Millán C, Park H, Adams C, Glassman CR, DeGiovanni A, Pereira JH, Rodrigues AV, van Dijk AA, Ebrecht AC, Opperman DJ, Sagmeister T, Buhlheller C, Pavkov-Keller T, Rathinaswamy MK, Dalwadi U, Yip CK, Burke JE, Garcia KC, Grishin NV, Adams PD, Read RJ, Baker D. Baek M, et al. Among authors: dauparas j. Science. 2021 Aug 20;373(6557):871-876. doi: 10.1126/science.abj8754. Epub 2021 Jul 15. Science. 2021. PMID: 34282049 Free PMC article.
Scaffolding protein functional sites using deep learning.
Wang J, Lisanza S, Juergens D, Tischer D, Watson JL, Castro KM, Ragotte R, Saragovi A, Milles LF, Baek M, Anishchenko I, Yang W, Hicks DR, Expòsit M, Schlichthaerle T, Chun JH, Dauparas J, Bennett N, Wicky BIM, Muenks A, DiMaio F, Correia B, Ovchinnikov S, Baker D. Wang J, et al. Among authors: dauparas j. Science. 2022 Jul 22;377(6604):387-394. doi: 10.1126/science.abn2100. Epub 2022 Jul 21. Science. 2022. PMID: 35862514 Free PMC article.
Hallucinating symmetric protein assemblies.
Wicky BIM, Milles LF, Courbet A, Ragotte RJ, Dauparas J, Kinfu E, Tipps S, Kibler RD, Baek M, DiMaio F, Li X, Carter L, Kang A, Nguyen H, Bera AK, Baker D. Wicky BIM, et al. Among authors: dauparas j. Science. 2022 Oct 7;378(6615):56-61. doi: 10.1126/science.add1964. Epub 2022 Sep 15. Science. 2022. PMID: 36108048 Free PMC article.
Robust deep learning-based protein sequence design using ProteinMPNN.
Dauparas J, Anishchenko I, Bennett N, Bai H, Ragotte RJ, Milles LF, Wicky BIM, Courbet A, de Haas RJ, Bethel N, Leung PJY, Huddy TF, Pellock S, Tischer D, Chan F, Koepnick B, Nguyen H, Kang A, Sankaran B, Bera AK, King NP, Baker D. Dauparas J, et al. Science. 2022 Oct 7;378(6615):49-56. doi: 10.1126/science.add2187. Epub 2022 Sep 15. Science. 2022. PMID: 36108050 Free PMC article.
De novo design of luciferases using deep learning.
Yeh AH, Norn C, Kipnis Y, Tischer D, Pellock SJ, Evans D, Ma P, Lee GR, Zhang JZ, Anishchenko I, Coventry B, Cao L, Dauparas J, Halabiya S, DeWitt M, Carter L, Houk KN, Baker D. Yeh AH, et al. Among authors: dauparas j. Nature. 2023 Feb;614(7949):774-780. doi: 10.1038/s41586-023-05696-3. Epub 2023 Feb 22. Nature. 2023. PMID: 36813896 Free PMC article.
28 results