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Diffusive Optical Tomography in the Bayesian Framework.

, , and . Multiscale Model. Simul., 18 (2): 589-611 (2020)

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The Numerical Computation of Heteroclinic Connections in Systems of Gradient Partial Differential Equations., , and . SIAM J. Appl. Math., 53 (3): 743-769 (1993)Stiff Oscillatory Systems, Delta Jumps and White Noise., , , and . Found. Comput. Math., 1 (1): 69-100 (2001)A Perturbation Theory for Ergodic Markov Chains and Application to Numerical Approximations., and . SIAM J. Numerical Analysis, 37 (4): 1120-1137 (2000)Statistical analysis of differential equations: introducing probability measures on numerical solutions., , , , and . Stat. Comput., 27 (4): 1065-1082 (2017)Continuous Time Analysis of Momentum Methods., and . J. Mach. Learn. Res., (2021)Uncertainty Quantification and Weak Approximation of an Elliptic Inverse Problem., and . SIAM J. Numer. Anal., 49 (6): 2524-2542 (2011)Ensemble Kalman inversion for sparse learning of dynamical systems from time-averaged data., , and . J. Comput. Phys., (2022)Calibrate, emulate, sample., , , , and . J. Comput. Phys., (2021)Convergence Rates for Learning Linear Operators from Noisy Data., , , and . SIAM/ASA J. Uncertain. Quantification, 11 (2): 480-513 (June 2023)Inverse Optimal Transport., and . SIAM J. Appl. Math., 80 (1): 599-619 (2020)