Geometric MCMC for infinite-dimensional inverse problems
Beskos, Alexandros, Girolami, Mark, Lan, Shiwei, Farrell, Patrick E., Stuart, Andrew M.
Published in Journal of computational physics (15.04.2017)
Published in Journal of computational physics (15.04.2017)
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Journal Article
A simple modeling framework for prediction in the human glucose-insulin system
Sirlanci, Melike, Levine, Matthew E, Low Wang, Cecilia C, Albers, David J, Stuart, Andrew M
Published in Chaos (Woodbury, N.Y.) (01.07.2023)
Published in Chaos (Woodbury, N.Y.) (01.07.2023)
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Journal Article
WEAK ERROR ESTIMATES FOR TRAJECTORIES OF SPDEs UNDER SPECTRAL GALERKIN DISCRETIZATION
Bréhier, Charles-Edouard, Hairer, Martin, Stuart, Andrew M.
Published in Journal of computational mathematics (01.01.2018)
Published in Journal of computational mathematics (01.01.2018)
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Journal Article
Solving and learning nonlinear PDEs with Gaussian processes
Chen, Yifan, Hosseini, Bamdad, Owhadi, Houman, Stuart, Andrew M.
Published in Journal of computational physics (15.12.2021)
Published in Journal of computational physics (15.12.2021)
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Journal Article
Calibrate, emulate, sample
Cleary, Emmet, Garbuno-Inigo, Alfredo, Lan, Shiwei, Schneider, Tapio, Stuart, Andrew M.
Published in Journal of computational physics (01.01.2021)
Published in Journal of computational physics (01.01.2021)
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Journal Article
Iterated Kalman methodology for inverse problems
Huang, Daniel Zhengyu, Schneider, Tapio, Stuart, Andrew M.
Published in Journal of computational physics (15.08.2022)
Published in Journal of computational physics (15.08.2022)
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Journal Article
A learning-based multiscale method and its application to inelastic impact problems
Liu, Burigede, Kovachki, Nikola, Li, Zongyi, Azizzadenesheli, Kamyar, Anandkumar, Anima, Stuart, Andrew M., Bhattacharya, Kaushik
Published in Journal of the mechanics and physics of solids (01.01.2022)
Published in Journal of the mechanics and physics of solids (01.01.2022)
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Journal Article
Parameterizations for ensemble Kalman inversion
Chada, Neil K, Iglesias, Marco A, Roininen, Lassi, Stuart, Andrew M
Published in Inverse problems (01.05.2018)
Published in Inverse problems (01.05.2018)
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Journal Article
Efficient derivative-free Bayesian inference for large-scale inverse problems
Huang, Daniel Zhengyu, Huang, Jiaoyang, Reich, Sebastian, Stuart, Andrew M
Published in Inverse problems (01.12.2022)
Published in Inverse problems (01.12.2022)
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Journal Article
Hierarchical Bayesian level set inversion
Dunlop, Matthew M., Iglesias, Marco A., Stuart, Andrew M.
Published in Statistics and computing (01.11.2017)
Published in Statistics and computing (01.11.2017)
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Journal Article
Efficient, multimodal, and derivative-free bayesian inference with Fisher–Rao gradient flows
Chen, Yifan, Zhengyu Huang, Daniel, Huang, Jiaoyang, Reich, Sebastian, Stuart, Andrew M
Published in Inverse problems (01.12.2024)
Published in Inverse problems (01.12.2024)
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Journal Article
Posterior contraction rates for the Bayesian approach to linear ill-posed inverse problems
Agapiou, Sergios, Larsson, Stig, Stuart, Andrew M.
Published in Stochastic processes and their applications (01.10.2013)
Published in Stochastic processes and their applications (01.10.2013)
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Journal Article
Posterior consistency of semi-supervised regression on graphs
Bertozzi, Andrea L, Hosseini, Bamdad, Li, Hao, Miller, Kevin, Stuart, Andrew M
Published in Inverse problems (01.10.2021)
Published in Inverse problems (01.10.2021)
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Journal Article
CONVERGENCE OF NUMERICAL TIME-AVERAGING AND STATIONARY MEASURES VIA POISSON EQUATIONS
MATTINGLY, JONATHAN C., STUART, ANDREW M., TRETYAKOV, M. V.
Published in SIAM journal on numerical analysis (01.01.2010)
Published in SIAM journal on numerical analysis (01.01.2010)
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Journal Article
Drift Estimation of Multiscale Diffusions Based on Filtered Data
Abdulle, Assyr, Garegnani, Giacomo, Pavliotis, Grigorios A., Stuart, Andrew M., Zanoni, Andrea
Published in Foundations of computational mathematics (01.02.2023)
Published in Foundations of computational mathematics (01.02.2023)
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