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Page 1
Machine learning forecasting of active nematics.
Zhou Z, Joshi C, Liu R, Norton MM, Lemma L, Dogic Z, Hagan MF, Fraden S, Hong P. Zhou Z, et al. Soft Matter. 2021 Jan 21;17(3):738-747. doi: 10.1039/d0sm01316a. Epub 2020 Nov 21. Soft Matter. 2021. PMID: 33220675
Machine learning active-nematic hydrodynamics.
Colen J, Han M, Zhang R, Redford SA, Lemma LM, Morgan L, Ruijgrok PV, Adkins R, Bryant Z, Dogic Z, Gardel ML, de Pablo JJ, Vitelli V. Colen J, et al. Among authors: lemma lm. Proc Natl Acad Sci U S A. 2021 Mar 9;118(10):e2016708118. doi: 10.1073/pnas.2016708118. Proc Natl Acad Sci U S A. 2021. PMID: 33653956 Free PMC article.
Multiscale Microtubule Dynamics in Active Nematics.
Lemma LM, Norton MM, Tayar AM, DeCamp SJ, Aghvami SA, Fraden S, Hagan MF, Dogic Z. Lemma LM, et al. Phys Rev Lett. 2021 Oct 1;127(14):148001. doi: 10.1103/PhysRevLett.127.148001. Phys Rev Lett. 2021. PMID: 34652175
Assembling Microtubule-Based Active Matter.
Tayar AM, Lemma LM, Dogic Z. Tayar AM, et al. Among authors: lemma lm. Methods Mol Biol. 2022;2430:151-183. doi: 10.1007/978-1-0716-1983-4_10. Methods Mol Biol. 2022. PMID: 35476331
Data-Driven Discovery of Active Nematic Hydrodynamics.
Joshi C, Ray S, Lemma LM, Varghese M, Sharp G, Dogic Z, Baskaran A, Hagan MF. Joshi C, et al. Among authors: lemma lm. Phys Rev Lett. 2022 Dec 16;129(25):258001. doi: 10.1103/PhysRevLett.129.258001. Phys Rev Lett. 2022. PMID: 36608242
Structure and dynamics of motor-driven microtubule bundles.
Lemma B, Lemma LM, Ems-McClung SC, Walczak CE, Dogic Z, Needleman DJ. Lemma B, et al. Among authors: lemma lm. Soft Matter. 2024 Jul 24;20(29):5715-5723. doi: 10.1039/d3sm01336g. Soft Matter. 2024. PMID: 38872426 Free PMC article.