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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: livescu d. 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.
Predictive scale-bridging simulations through active learning.
Karra S, Mehana M, Lubbers N, Chen Y, Diaw A, Santos JE, Pachalieva A, Pavel RS, Haack JR, McKerns M, Junghans C, Kang Q, Livescu D, Germann TC, Viswanathan HS. Karra S, et al. Among authors: livescu d. Sci Rep. 2023 Sep 27;13(1):16262. doi: 10.1038/s41598-023-42823-6. Sci Rep. 2023. PMID: 37758757 Free PMC article.
Multiscale simulation of plasma flows using active learning.
Diaw A, Barros K, Haack J, Junghans C, Keenan B, Li YW, Livescu D, Lubbers N, McKerns M, Pavel RS, Rosenberger D, Sagert I, Germann TC. Diaw A, et al. Among authors: livescu d. Phys Rev E. 2020 Aug;102(2-1):023310. doi: 10.1103/PhysRevE.102.023310. Phys Rev E. 2020. PMID: 32942385
Toward learning Lattice Boltzmann collision operators.
Corbetta A, Gabbana A, Gyrya V, Livescu D, Prins J, Toschi F. Corbetta A, et al. Among authors: livescu d. Eur Phys J E Soft Matter. 2023 Mar 6;46(3):10. doi: 10.1140/epje/s10189-023-00267-w. Eur Phys J E Soft Matter. 2023. PMID: 36877295 Free PMC article.
A MULTISCALE VISION-ILLUSTRATIVE APPLICATIONS FROM BIOLOGY TO ENGINEERING.
Schlick T, Portillo-Ledesma S, Blaszczyk M, Dalessandro L, Ghosh S, Hackl K, Harnish C, Kotha S, Livescu D, Masud A, Matouš K, Moyeda A, Oskay C, Fish J. Schlick T, et al. Among authors: livescu d. Int J Multiscale Comput Eng. 2021;19(2):39-73. doi: 10.1615/intjmultcompeng.2021039845. Int J Multiscale Comput Eng. 2021. PMID: 35330633 Free PMC article.