T. J. Sullivan
Title
Cited by
Cited by
Year
Introduction to Uncertainty Quantification
TJ Sullivan
Texts in Applied Mathematics 63, Springer, 2015
3802015
Optimal Uncertainty Quantification
H Owhadi, C Scovel, TJ Sullivan, M McKerns, M Ortiz
SIAM Review 55 (2), 271-345, 2013
1342013
Bayesian probabilistic numerical methods
J Cockayne, CJ Oates, TJ Sullivan, M Girolami
SIAM Review 61 (4), 756-789, 2019
1002019
Building a Framework for Predictive Science
M McKerns, L Strand, TJ Sullivan, A Fang, MAG Aivazis
Proceedings of the 10th Python in Science Conference (SciPy 2011), June 2011 …, 2011
1002011
On the Brittleness of Bayesian inference
H Owhadi, C Scovel, TJ Sullivan
SIAM Review 57 (4), 566-582, 2015
502015
Brittleness of Bayesian inference under finite information in a continuous world
H Owhadi, C Scovel, TJ Sullivan
Electronic Journal of Statistics 9 (1), 1-79, 2015
432015
Compression, inversion, and approximate PCA of dense kernel matrices at near-linear computational complexity
F Schäfer, TJ Sullivan, H Owhadi
Multiscale Modeling & Simulation 19 (2), 688-730, 2021
37*2021
A Modern Retrospective on Probabilistic Numerics
CJ Oates, TJ Sullivan
Statistics and Computing 29 (6), 1335-1351, 2019
292019
Probabilistic meshless methods for partial differential equations and Bayesian inverse problems
J Cockayne, C Oates, TJ Sullivan, M Girolami
arXiv preprint arXiv:1605.07811, 2016
292016
Stratified graphene/noble metal systems for low-loss plasmonics applications
L Rast, TJ Sullivan, VK Tewary
Physical Review D 87 (4), 045428, 2013
262013
Rigorous Model-Based Uncertainty Quantification with Application to Terminal Ballistics. Part I: Systems with Controllable Inputs and Small Scatte
AA Kidane, A Lashgari, B Li, M McKerns, M Ortiz, H Owhadi, ...
Journal of the Mechanics and Physics of Solids 60 (5), 983-1001, 2012
242012
Rigorous Model-Based Uncertainty Quantification with Application to Terminal Ballistics. Part II: Systems with Uncontrollable Inputs and Large Scatter
M Adams, A Lashgari, B Li, M McKerns, JM Mihaly, M Ortiz, H Owhadi, ...
Journal of the Mechanics and Physics of Solids 60 (5), 1002, 2012
232012
Strong convergence rates of probabilistic integrators for ordinary differential equations
HC Lie, AM Stuart, TJ Sullivan
Statistics and Computing 29 (6), 1265-1283, 2019
222019
Well-posed Bayesian inverse problems and heavy-tailed stable quasi-Banach space priors
TJ Sullivan
Inverse Problems and Imaging 11 (5), 857–874, 2017
222017
Implicit probabilistic integrators for ODEs
O Teymur, HC Lie, TJ Sullivan, B Calderhead
Advances in Neural Information Processing Systems 31 (NIPS 2018), 2018
192018
Random forward models and log-likelihoods in Bayesian inverse problems
HC Lie, TJ Sullivan, AL Teckentrup
SIAM/ASA Journal on Uncertainty Quantification 6 (4), 1600–1629, 2018
192018
Probabilistic numerical methods for PDE-constrained Bayesian inverse problems
J Cockayne, C Oates, TJ Sullivan, M Girolami
Proceedings of the 36th International Workshop on Bayesian Inference and …, 2017
192017
Convergence rates of Gaussian ODE filters
H Kersting, TJ Sullivan, P Hennig
Statistics and Computing 30 (6), 1791-1816, 2020
182020
Optimal uncertainty quantification for legacy data observations of Lipschitz functions
TJ Sullivan, M McKerns, D Meyer, F Theil, H Owhadi, M Ortiz
ESAIM. Mathematical Modelling and Numerical Analysis 47 (6), 1657-1689, 2013
162013
Uncertainty quantification via codimension-one partitioning
TJ Sullivan, U Topcu, M McKerns, H Owhadi
International Journal for Numerical Methods in Engineering 85 (12), 1499-1521, 2011
162011
The system can't perform the operation now. Try again later.
Articles 1–20