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Cell to whole organ global sensitivity analysis on a four-chamber heart electromechanics model using Gaussian processes emulators.
Strocchi M, Longobardi S, Augustin CM, Gsell MAF, Petras A, Rinaldi CA, Vigmond EJ, Plank G, Oates CJ, Wilkinson RD, Niederer SA. Strocchi M, et al. Among authors: oates cj. PLoS Comput Biol. 2023 Jun 26;19(6):e1011257. doi: 10.1371/journal.pcbi.1011257. eCollection 2023 Jun. PLoS Comput Biol. 2023. PMID: 37363928 Free PMC article.
A data-centric approach to generative modelling for 3D-printed steel.
Dodwell TJ, Fleming LR, Buchanan C, Kyvelou P, Detommaso G, Gosling PD, Scheichl R, Kendall WS, Gardner L, Girolami MA, Oates CJ. Dodwell TJ, et al. Among authors: oates cj. Proc Math Phys Eng Sci. 2021 Nov;477(2255):20210444. doi: 10.1098/rspa.2021.0444. Epub 2021 Nov 10. Proc Math Phys Eng Sci. 2021. PMID: 35153595 Free PMC article.
Causal Learning via Manifold Regularization.
Hill SM, Oates CJ, Blythe DA, Mukherjee S. Hill SM, et al. Among authors: oates cj. J Mach Learn Res. 2019;20:127. J Mach Learn Res. 2019. PMID: 31992961 Free PMC article.
Repair of Partly Misspecified Causal Diagrams.
Oates CJ, Kasza J, Simpson JA, Forbes AB. Oates CJ, et al. Epidemiology. 2017 Jul;28(4):548-552. doi: 10.1097/EDE.0000000000000659. Epidemiology. 2017. PMID: 28346270 Review.
20 results