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Uncertainty Quantification of Graph Convolution Neural Network Models of Evolving Processes.

J. Hauth, C. Safta, X. Huan, R. Patel, and R. Jones. CoRR, (2024)

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Hugh Jones

Janet Jones-Ullmann

Jens Olaf Jonescheit

Arun W Jones

Sara Jones

Other publications of authors with the same name

Machine learning strategies for systems with invariance properties.J. Ling, R. Jones, and J. Templeton. J. Comput. Phys., (2016)Robust scalable initialization for Bayesian variational inference with multi-modal Laplace approximations.W. Bridgman, R. Jones, and M. Khalil. CoRR, (2023)Quantifying Sampling Noise and Parametric Uncertainty in Atomistic-to-Continuum Simulations Using Surrogate Models.M. Salloum, K. Sargsyan, R. Jones, H. Najm, and B. Debusschere. Multiscale Model. Simul., 13 (3): 953-976 (2015)A heteroencoder architecture for prediction of failure locations in porous metals using variational inference.W. Bridgman, X. Zhang, G. Teichert, M. Khalil, K. Garikipati, and R. Jones. CoRR, (2022)Extreme sparsification of physics-augmented neural networks for interpretable model discovery in mechanics.J. Fuhg, R. Jones, and N. Bouklas. CoRR, (2023)Prediction of the evolution of the stress field of polycrystals undergoing elastic-plastic deformation with a hybrid neural network model.A. Frankel, K. Tachida, and R. Jones. Mach. Learn. Sci. Technol., 1 (3): 35005 (2020)Mesh-based graph convolutional neural network models of processes with complex initial states.A. Frankel, C. Safta, C. Alleman, and R. Jones. CoRR, (2021)A Stochastic Multiscale Coupling Scheme to Account for Sampling Noise in Atomistic-to-Continuum Simulations.M. Salloum, K. Sargsyan, R. Jones, B. Debusschere, H. Najm, and H. Adalsteinsson. Multiscale Model. Simul., 10 (2): 550-584 (2012)A material frame approach for evaluating continuum variables in atomistic simulations.J. Zimmerman, R. Jones, and J. Templeton. J. Comput. Phys., 229 (6): 2364-2389 (2010)Uncertainty Quantification of Graph Convolution Neural Network Models of Evolving Processes.J. Hauth, C. Safta, X. Huan, R. Patel, and R. Jones. CoRR, (2024)

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Disambiguation of "Jones, Reese E."

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Uncertainty Quantification of Graph Convolution Neural Network Models of Evolving Processes.

Please choose a person to relate this publication to

Hugh Jones

Janet Jones-Ullmann

Jens Olaf Jonescheit

Arun W Jones

Sara Jones

Other publications of authors with the same name

Disambiguation

BibSonomy

Disambiguation of "Jones, Reese E."

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Uncertainty Quantification of Graph Convolution Neural Network Models of Evolving Processes.

Please choose a person to relate this publication to

Hugh Jones

Janet Jones-Ullmann

Jens Olaf Jonescheit

Arun W Jones

Sara Jones

Other publications of authors with the same name

Disambiguation

copy delete add this publication to your clipboard
community post
history of this post
URL
DOI
BibTeX
EndNote
APA
Chicago
DIN 1505
Harvard
MSOffice XML

Uncertainty Quantification of Graph Convolution Neural Network Models of Evolving Processes.