Matthew D. Parno

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 16

Top Topics

Bayesian Inference

Top Venues

SIAM/ASA J. Uncertain. Quantification

J. Open Source Softw.

ACM Trans. Math. Softw.

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)
Bohan Zhou, Matthew D. Parno
Efficient and Exact Multimarginal Optimal Transport with Pairwise Costs. J. Sci. Comput. 100 (1) (2024)
Ki-Tae Kim, Umberto Villa, Matthew D. Parno, Youssef M. Marzouk, Omar Ghattas, Noemi Petra
hIPPYlib-MUQ: A Bayesian Inference Software Framework for Integration of Data with Complex Predictive Models under Uncertainty. ACM Trans. Math. Softw. 49 (2) (2023)
Paul-Baptiste Rubio, Youssef M. Marzouk, Matthew D. Parno
A transport approach to sequential simulation-based inference. CoRR (2023)
Linus Seelinger, Vivian Cheng-Seelinger, Andrew D. Davis, Matthew D. Parno, Anne Reinarz
UM-Bridge: Uncertainty quantification and modeling bridge. J. Open Source Softw. 8 (83) (2023)
Bohan Zhou, Matthew D. Parno
Efficient and Exact Multimarginal Optimal Transport with Pairwise Costs. CoRR (2022)
Andrew D. Davis, Brendan A. West, Nathanael J. Frisch, Devin T. O'Connor, Matthew D. Parno
ParticLS: Object-oriented software for discrete element methods and peridynamics. CoRR (2022)
Matthew D. Parno, Paul-Baptiste Rubio, Daniel Sharp, Michael Brennan, Ricardo Baptista, Henning Bonart, Youssef M. Marzouk
MParT: Monotone Parameterization Toolkit. J. Open Source Softw. 7 (80) (2022)
Matthew D. Parno, Taylor S. Hodgdon, Brendan A. West, Devin O'Connor, Arnold J. Song
A Bayesian Approach for Inferring Sea Ice Loads. CoRR (2021)
Matthew D. Parno, Brendan A. West, Arnold J. Song, Taylor S. Hodgdon, D. T. O'Connor
Remote measurement of sea ice dynamics with regularized optimal transport. CoRR (2019)
Matthew D. Parno, Youssef M. Marzouk
Transport Map Accelerated Markov Chain Monte Carlo. SIAM/ASA J. Uncertain. Quantification 6 (2) (2018)
Matthew D. Parno, Devin O'Connor, Matthew D. Smith
High dimensional inference for the structural health monitoring of lock gates. CoRR (2018)
Brendan A. West, Taylor S. Hodgdon, Matthew D. Parno, Arnold J. Song
Improved workflow for unguided multiphase image segmentation. Comput. Geosci. 118 (2018)
Brendan A. West, Taylor S. Hodgdon, Matthew D. Parno, Arnold J. Song
Improved Workflow for Unsupervised Multiphase Image Segmentation. CoRR (2017)
Matthew D. Parno, Tarek A. El-Moselhy, Youssef M. Marzouk
A Multiscale Strategy for Bayesian Inference Using Transport Maps. SIAM/ASA J. Uncertain. Quantification 4 (1) (2016)
Kathleen R. Fowler, E. W. Jenkins, C. Ostrove, J. C. Chrispell, Matthew W. Farthing, Matthew D. Parno
A decision making framework with MODFLOW-FMP2 via optimization: Determining trade-offs in crop selection. Environ. Model. Softw. 69 (2015)