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Learning the Physics of Pattern Formation from Images.
Zhao H, Storey BD, Braatz RD, Bazant MZ. Zhao H, et al. Among authors: braatz rd. Phys Rev Lett. 2020 Feb 14;124(6):060201. doi: 10.1103/PhysRevLett.124.060201. Phys Rev Lett. 2020. PMID: 32109085
Learning heterogeneous reaction kinetics from X-ray videos pixel by pixel.
Zhao H, Deng HD, Cohen AE, Lim J, Li Y, Fraggedakis D, Jiang B, Storey BD, Chueh WC, Braatz RD, Bazant MZ. Zhao H, et al. Among authors: braatz rd. Nature. 2023 Sep;621(7978):289-294. doi: 10.1038/s41586-023-06393-x. Epub 2023 Sep 13. Nature. 2023. PMID: 37704764 Free PMC article.
The chemical dynamics of nanosensors capable of single-molecule detection.
Boghossian AA, Zhang J, Le Floch-Yin FT, Ulissi ZW, Bojo P, Han JH, Kim JH, Arkalgud JR, Reuel NF, Braatz RD, Strano MS. Boghossian AA, et al. Among authors: braatz rd. J Chem Phys. 2011 Aug 28;135(8):084124. doi: 10.1063/1.3606496. J Chem Phys. 2011. PMID: 21895176
Closed-loop optimization of fast-charging protocols for batteries with machine learning.
Attia PM, Grover A, Jin N, Severson KA, Markov TM, Liao YH, Chen MH, Cheong B, Perkins N, Yang Z, Herring PK, Aykol M, Harris SJ, Braatz RD, Ermon S, Chueh WC. Attia PM, et al. Among authors: braatz rd. Nature. 2020 Feb;578(7795):397-402. doi: 10.1038/s41586-020-1994-5. Epub 2020 Feb 19. Nature. 2020. PMID: 32076218
Mechanistic modeling of viral particle production.
Canova CT, Inguva PK, Braatz RD. Canova CT, et al. Among authors: braatz rd. Biotechnol Bioeng. 2023 Mar;120(3):629-641. doi: 10.1002/bit.28296. Epub 2022 Dec 22. Biotechnol Bioeng. 2023. PMID: 36461898 Review.
55 results