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Optimal structure and parameter learning of Ising models.
Lokhov AY, Vuffray M, Misra S, Chertkov M. Lokhov AY, et al. Among authors: chertkov m. Sci Adv. 2018 Mar 16;4(3):e1700791. doi: 10.1126/sciadv.1700791. eCollection 2018 Mar. Sci Adv. 2018. PMID: 29556527 Free PMC article.
Synchronization in complex oscillator networks and smart grids.
Dörfler F, Chertkov M, Bullo F. Dörfler F, et al. Among authors: chertkov m. Proc Natl Acad Sci U S A. 2013 Feb 5;110(6):2005-10. doi: 10.1073/pnas.1212134110. Epub 2013 Jan 14. Proc Natl Acad Sci U S A. 2013. PMID: 23319658 Free PMC article.
Loop calculus in statistical physics and information science.
Chertkov M, Chernyak VY. Chertkov M, et al. Phys Rev E Stat Nonlin Soft Matter Phys. 2006 Jun;73(6 Pt 2):065102. doi: 10.1103/PhysRevE.73.065102. Epub 2006 Jun 1. Phys Rev E Stat Nonlin Soft Matter Phys. 2006. PMID: 16906891
Lagrangian large eddy simulations via physics-informed machine learning.
Tian Y, Woodward M, Stepanov M, Fryer C, Hyett C, Livescu D, Chertkov M. Tian Y, et al. Among authors: chertkov m. Proc Natl Acad Sci U S A. 2023 Aug 22;120(34):e2213638120. doi: 10.1073/pnas.2213638120. Epub 2023 Aug 16. Proc Natl Acad Sci U S A. 2023. PMID: 37585463 Free PMC article.
Shedding and interaction of solitons in weakly disordered optical fibers.
Chertkov M, Chung Y, Dyachenko A, Gabitov I, Kolokolov I, Lebedev V. Chertkov M, et al. Phys Rev E Stat Nonlin Soft Matter Phys. 2003 Mar;67(3 Pt 2):036615. doi: 10.1103/PhysRevE.67.036615. Epub 2003 Mar 24. Phys Rev E Stat Nonlin Soft Matter Phys. 2003. PMID: 12689187
44 results