The generalization of Latin hypercube sampling von Shields, Michael D., Zhang, Jiaxin

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Modeling strongly non-Gaussian non-stationary stochastic processes using the Iterative Translation Approximation Method and Karhunen–Loève expansion von Kim, Hwanpyo, Shields, Michael D.

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Mobile direct observation of therapy (MDOT) - A rapid systematic review and pilot study in children with asthma von Shields, Michael D, ALQahtani, Fahad, Rivey, Michael P, McElnay, James C

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Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems von Kontolati, Katiana, Goswami, Somdatta, Em Karniadakis, George, Shields, Michael D.

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Refined Stratified Sampling for efficient Monte Carlo based uncertainty quantification von Shields, Michael D., Teferra, Kirubel, Hapij, Adam, Daddazio, Raymond P.

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Deep transfer operator learning for partial differential equations under conditional shift von Goswami, Somdatta, Kontolati, Katiana, Shields, Michael D., Karniadakis, George Em

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Revealing the hidden structure of disordered materials by parameterizing their local structural manifold von Hardin, Thomas J., Chandross, Michael, Meena, Rahul, Fajardo, Spencer, Giovanis, Dimitris, Kevrekidis, Ioannis, Falk, Michael L., Shields, Michael D.

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Active learning applied to automated physical systems increases the rate of discovery von Shields, Michael D., Gurley, Kurtis, Catarelli, Ryan, Chauhan, Mohit, Ojeda-Tuz, Mariel, Masters, Forrest J.

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In vitro modeling of respiratory syncytial virus infection of pediatric bronchial epithelium, the primary target of infection in vivo von Villenave, Rémi, Thavagnanam, Surendran, Sarlang, Severine, Parker, Jeremy, Douglas, Isobel, Skibinski, Grzegorz, Heaney, Liam G, McKaigue, James P, Coyle, Peter V, Shields, Michael D, Power, Ultan F

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The use of remote video directly observed therapy to improve both inhaler technique and adherence to asthma medications von McCrossan, Paddy, O'Donoghue, Dara, McElnay, James Charles, Shields, Michael D

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What causes prescribing errors in children? Scoping review von Conn, Richard L, Kearney, Orla, Tully, Mary P, Shields, Michael D, Dornan, Tim

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Diagnostic value of mid-regional pro-Adrenomedullin as a biomarker of invasive bacterial infection in children: a systematic review von Corr, Michael Paul, Fairley, Derek, McKenna, James P, Shields, Michael D, Waterfield, Thomas

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EGFR Interacts with the Fusion Protein of Respiratory Syncytial Virus Strain 2-20 and Mediates Infection and Mucin Expression von Currier, Michael G, Lee, Sujin, Stobart, Christopher C, Hotard, Anne L, Villenave, Remi, Meng, Jia, Pretto, Carla D, Shields, Michael D, Nguyen, Minh Trang, Todd, Sean O, Chi, Michael H, Hammonds, Jason, Krumm, Stefanie A, Spearman, Paul, Plemper, Richard K, Sakamoto, Kaori, Peebles, Jr, R Stokes, Power, Ultan F, Moore, Martin L

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Diagnostic accuracy of loop-mediated isothermal amplification as a near-patient test for meningococcal disease in children: an observational cohort study von Bourke, Thomas W, MD, McKenna, James P, PhD, Coyle, Peter V, Prof, Shields, Michael D, Prof, Fairley, Derek J, PhD

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Comparative primary paediatric nasal epithelial cell culture differentiation and RSV-induced cytopathogenesis following culture in two commercial media von Broadbent, Lindsay, Manzoor, Sheerien, Zarcone, Maria C., Barabas, Judit, Shields, Michael D., Saglani, Sejal, Lloyd, Claire M., Bush, Andrew, Custovic, Adnan, Ghazal, Peter, Gore, Mindy, Marsland, Ben, Roberts, Graham, Schwarze, Jurgen, Turner, Steve, Power, Ultan F.

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Bayesian neural networks for uncertainty quantification in data-driven materials modeling von Olivier, Audrey, Shields, Michael D., Graham-Brady, Lori

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Investigating the clinical use of structured light plethysmography to assess lung function in children with neuromuscular disorders von Fleck, Deborah, Curry, Chistopher, Donnan, Kate, Logue, Orla, Graham, Kathryn, Jackson, Kate, Keown, Karen, Winder, John, Shields, Michael D, Hughes, Ciara M

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Characterisation of morphological differences in well-differentiated nasal epithelial cell cultures from preterm and term infants at birth and one-year von Groves, Helen E, Guo-Parke, Hong, Broadbent, Lindsay, Shields, Michael D, Power, Ultan F

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On the quantification and efficient propagation of imprecise probabilities resulting from small datasets von Zhang, Jiaxin, Shields, Michael D.

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Mobile video directly observed therapy can be used to improve at-home inhaler technique in children with asthma von Shields, Michael D., McElnay, James

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