Tim J. Dodwell

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 17

Top Topics

Missing Data Imputation

Locally Optimal

Top Venues

SIAM/ASA J. Uncertain. Quantification

SIAM J. Numer. Anal.

IEEE Trans. Instrum. Meas.

Publications

Linus Seelinger, Anne Reinarz, Mikkel Bue Lykkegaard, Amal Mohammed A. Alghamdi, David Aristoff, Wolfgang Bangerth, Jean Bénézech, Matteo Diez, Kurt Frey, John D. Jakeman, Jakob Sauer Jørgensen, Ki-Tae Kim, Massimiliano Martinelli, Matthew D. Parno, Riccardo Pellegrini, Noemi Petra, Nicolai André Brogaard Riis, Katherine Rosenfeld, Andrea Serani, Lorenzo Tamellini, Umberto Villa, Tim J. Dodwell, Robert Scheichl
Democratizing Uncertainty Quantification. CoRR (2024)
Sin-Chi Kuok, Ka-Veng Yuen, Tim J. Dodwell, Mark Girolami
Generative broad Bayesian (GBB) imputer for missing data imputation with uncertainty quantification. Knowl. Based Syst. 301 (2024)
Nick Pepper, George De Ath, Marc Thomas, Richard M. Everson, Tim J. Dodwell
Context-Aware Generative Models for Prediction of Aircraft Ground Tracks. CoRR (2023)
M. B. Lykkegaard, Tim J. Dodwell, Colin Fox, G. Mingas, Robert Scheichl
Multilevel Delayed Acceptance MCMC. SIAM/ASA J. Uncertain. Quantification 11 (1) (2023)
Joel Ho, Nick Pepper, Tim J. Dodwell
Probabilistic Machine Learning to Improve Generalisation of Data-Driven Turbulence Modelling. CoRR (2023)
Nick Pepper, Marc Thomas, George De Ath, Enrico Oliver, Richard Cannon, Richard M. Everson, Tim J. Dodwell
A Probabilistic Model for Aircraft in Climb using Monotonic Functional Gaussian Process Emulators. CoRR (2022)
Chupeng Ma, Robert Scheichl, Tim J. Dodwell
Novel Design and Analysis of Generalized Finite Element Methods Based on Locally Optimal Spectral Approximations. SIAM J. Numer. Anal. 60 (1) (2022)
Mark Hobbs, Hussein Rappel, Tim J. Dodwell
A probabilistic peridynamic framework with an application to the study of the statistical size effect. CoRR (2022)
B. Boys, Tim J. Dodwell, M. Hobbs, Mark Girolami
PeriPy - A High Performance OpenCL Peridynamics Package. CoRR (2021)
Chupeng Ma, Robert Scheichl, Tim J. Dodwell
Novel design and analysis of generalized FE methods based on locally optimal spectral approximations. CoRR (2021)
Ravi Pandit, David Infield, Tim J. Dodwell
Operational Variables for Improving Industrial Wind Turbine Yaw Misalignment Early Fault Detection Capabilities Using Data-Driven Techniques. IEEE Trans. Instrum. Meas. 70 (2021)
Richard Butler, Tim J. Dodwell, Anne Reinarz, A. Sandhu, Robert Scheichl, Linus Seelinger
High-performance dune modules for solving large-scale, strongly anisotropic elliptic problems with applications to aerospace composites. Comput. Phys. Commun. 249 (2020)
Gianluca Detommaso, Tim J. Dodwell, Robert Scheichl
Continuous Level Monte Carlo and Sample-Adaptive Model Hierarchies. SIAM/ASA J. Uncertain. Quantification 7 (1) (2019)
Tim J. Dodwell, Christian Ketelsen, Robert Scheichl, Aretha L. Teckentrup
Multilevel Markov Chain Monte Carlo. SIAM Rev. 61 (3) (2019)
Alan R. Champneys, Tim J. Dodwell, Rainer M. J. Groh, Giles W. Hunt, Robin M. Neville, Alberto Pirrera, Amir H. Sakhaei, Mark Schenk, M. Ahmer Wadee
Happy Catastrophe: Recent Progress in Analysis and Exploitation of Elastic Instability. Frontiers Appl. Math. Stat. 5 (2019)
Tim J. Dodwell, S. Kinston, Richard Butler, Raphael T. Haftka, Nam H. Kim, Robert Scheichl
Multilevel Monte Carlo Simulations of Composite Structures with Uncertain Manufacturing Defects. CoRR (2019)
Tim J. Dodwell, Christian Ketelsen, Robert Scheichl, Aretha L. Teckentrup
ERRATUM: A Hierarchical Multilevel Markov Chain Monte Carlo Algorithm with Applications to Uncertainty Quantification in Subsurface Flow. SIAM/ASA J. Uncertain. Quantification 7 (4) (2019)
Tim J. Dodwell, Christian Ketelsen, Robert Scheichl, Aretha L. Teckentrup
A Hierarchical Multilevel Markov Chain Monte Carlo Algorithm with Applications to Uncertainty Quantification in Subsurface Flow. SIAM/ASA J. Uncertain. Quantification 3 (1) (2015)
Tim J. Dodwell, Mark A. Peletier, C. J. Budd, Giles W. Hunt
Self-Similar Voiding Solutions of a Single Layered Model of Folding Rocks. SIAM J. Appl. Math. 72 (1) (2012)