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Page 1
Prediction of whole-cell transcriptional response with machine learning.
Eslami M, Borujeni AE, Eramian H, Weston M, Zheng G, Urrutia J, Corbet C, Becker D, Maschhoff P, Clowers K, Cristofaro A, Hosseini HD, Gordon DB, Dorfan Y, Singer J, Vaughn M, Gaffney N, Fonner J, Stubbs J, Voigt CA, Yeung E. Eslami M, et al. Among authors: eramian h. Bioinformatics. 2022 Jan 3;38(2):404-409. doi: 10.1093/bioinformatics/btab676. Bioinformatics. 2022. PMID: 34570169
Large-scale design and refinement of stable proteins using sequence-only models.
Singer JM, Novotney S, Strickland D, Haddox HK, Leiby N, Rocklin GJ, Chow CM, Roy A, Bera AK, Motta FC, Cao L, Strauch EM, Chidyausiku TM, Ford A, Ho E, Zaitzeff A, Mackenzie CO, Eramian H, DiMaio F, Grigoryan G, Vaughn M, Stewart LJ, Baker D, Klavins E. Singer JM, et al. Among authors: eramian h. PLoS One. 2022 Mar 14;17(3):e0265020. doi: 10.1371/journal.pone.0265020. eCollection 2022. PLoS One. 2022. PMID: 35286324 Free PMC article.
The Role of Configurational Entropy in Miniprotein Stability.
Estrada Pabón JD, Haddox HK, Van Aken G, Pendleton IM, Eramian H, Singer JM, Schrier J. Estrada Pabón JD, et al. Among authors: eramian h. J Phys Chem B. 2021 Apr 1;125(12):3057-3065. doi: 10.1021/acs.jpcb.0c09888. Epub 2021 Mar 19. J Phys Chem B. 2021. PMID: 33739115
Robustness and reproducibility of simple and complex synthetic logic circuit designs using a DBTL loop.
Cummins B, Vrana J, Moseley RC, Eramian H, Deckard A, Fontanarrosa P, Bryce D, Weston M, Zheng G, Nowak J, Motta FC, Eslami M, Johnson KL, Goldman RP, Myers CJ, Johnson T, Vaughn MW, Gaffney N, Urrutia J, Gopaulakrishnan S, Biggers V, Higa TR, Mosqueda LA, Gameiro M, Gedeon T, Mischaikow K, Beal J, Bartley B, Mitchell T, Nguyen TT, Roehner N, Haase SB. Cummins B, et al. Among authors: eramian h. Synth Biol (Oxf). 2023 Mar 28;8(1):ysad005. doi: 10.1093/synbio/ysad005. eCollection 2023. Synth Biol (Oxf). 2023. PMID: 37073283 Free PMC article.