T. J. Sullivan

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	All	Since 2015
Citations	948	837
h-index	14	12
i10-index	22	17

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201020112012201320142015201620172018201920203 4 25 39 24 69 47 114 173 222 205

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Houman OwhadiProfessor of Applied and Computational Mathematics and Control and Dynamical Systems, CaliforniaVerified email at caltech.edu
Chris. J. OatesChair in Statistics, Newcastle UniversityVerified email at ncl.ac.uk
Jon CockayneUniversity of WarwickVerified email at warwick.ac.uk
Mark GirolamiUniversity of CambridgeVerified email at cam.ac.uk
Han Cheng LieProfessor (W1) for Uncertainty Quantification, Universität PotsdamVerified email at uni-potsdam.de
Bo LiAssistant Professor of Mechanical and Aerospace Engineering, Case Western Reserve UniversityVerified email at case.edu
Ufuk TopcuVerified email at utexas.edu
Marisol KoslowskiPurdueVerified email at purdue.edu
Aretha TeckentrupLecturer in Mathematics of Data Science, University of EdinburghVerified email at ed.ac.uk
Vinod K TewaryNational Institute of Standards & Technology (NIST)Verified email at nist.gov
Lauren RastThe University of Alabama at BirminghamVerified email at uab.edu
Ares RosakisVon Karman Professor of Aeronautics and Professor of Mechanical Engineering, California Institute of TechnologyVerified email at caltech.edu
Andrew M StuartComputing + Mathematical Sciences, CaltechVerified email at caltech.edu
Hans-Christian HegeZuse Institute Berlin (ZIB)Verified email at zib.de
Christoph von TycowiczPostdoctoral Researcher, Zuse Institute BerlinVerified email at zib.de
Lan Huong NguyenStanford UniversityVerified email at stanford.edu
Ben CalderheadImperial College LondonVerified email at imperial.ac.uk
Hans KerstingPhD Student, Max Planck Institute for Intelligent SystemsVerified email at tue.mpg.de
Philipp HennigUniversity of Tübingen & Max Planck Institute for Intelligent SystemsVerified email at tue.mpg.de
Ilja KlebanovPostdoc, Zuse Institute BerlinVerified email at zib.de

T. J. Sullivan

University of Warwick and Zuse Institute Berlin

Verified email at warwick.ac.uk - Homepage

Applied Mathematics Applied Probability Uncertainty Quantification Inverse Problems Probabilistic Numerics


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Introduction to Uncertainty Quantification TJ Sullivan Texts in Applied Mathematics 63, Springer, 2015	297	2015
Optimal Uncertainty Quantification H Owhadi, C Scovel, TJ Sullivan, M McKerns, M Ortiz SIAM Review 55 (2), 271-345, 2013	121	2013
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	78	2011
Bayesian probabilistic numerical methods J Cockayne, CJ Oates, TJ Sullivan, M Girolami SIAM Review 61 (4), 756-789, 2019	65	2019
On the Brittleness of Bayesian inference H Owhadi, C Scovel, TJ Sullivan SIAM Review 57 (4), 566-582, 2015	42	2015
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	41	2015
Compression, inversion, and approximate PCA of dense kernel matrices at near-linear computational complexity F Schäfer, TJ Sullivan, H Owhadi arXiv preprint arXiv:1706.02205, 2017	32	2017
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	25	2016
Stratified graphene/noble metal systems for low-loss plasmonics applications L Rast, TJ Sullivan, VK Tewary Physical Review D 87 (4), 045428, 2013	22	2013
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	22	2012
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	21	2012
Well-posed Bayesian inverse problems and heavy-tailed stable quasi-Banach space priors TJ Sullivan Inverse Problems and Imaging 11 (5), 857–874, 2017	18	2017
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	16	2013
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	14	2011
A Modern Retrospective on Probabilistic Numerics CJ Oates, TJ Sullivan Statistics and Computing 29 (6), 1335-1351, 2019	13	2019
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	13	2017
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	12	2018
Strong convergence rates of probabilistic integrators for ordinary differential equations HC Lie, AM Stuart, TJ Sullivan Statistics and Computing 29 (6), 1265-1283, 2019	11	2019
The optimal uncertainty algorithm in the mystic framework M McKerns, H Owhadi, C Scovel, TJ Sullivan, M Ortiz arXiv preprint arXiv:1202.1055, 2012	11	2012
Analysis of Gradient Descents in Random Energies and Heat Baths TJ Sullivan University of Warwick, 2009	11	2009

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