Nathan M. Urban
Orcid: 0000-0002-2264-3512Affiliations:
- Brookhaven National Laboratory, Upton, NY, USA
According to our database1,
Nathan M. Urban
authored at least 12 papers
between 2010 and 2024.
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Bibliography
2024
Multi-modal Representation Learning for Cross-modal Prediction of Continuous Weather Patterns from Discrete Low-Dimensional Data.
CoRR, 2024
2023
Learning Active Subspaces for Effective and Scalable Uncertainty Quantification in Deep Neural Networks.
CoRR, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
2022
CoRR, 2022
2021
Differentiable programming for online training of a neural artificial viscosity function within a staggered grid Lagrangian hydrodynamics scheme.
Mach. Learn. Sci. Technol., 2021
Proceedings of the ISAV@SC 21: In Situ Infrastructures for Enabling Extreme-Scale Analysis and Visualization, 2021
Proceedings of the ISAV@SC 21: In Situ Infrastructures for Enabling Extreme-Scale Analysis and Visualization, 2021
Fast Gaussian Process Estimation for Large-Scale In Situ Inference using Convolutional Neural Networks.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
2020
Proceedings of the 31st IEEE Visualization Conference, 2020
2019
SIAM J. Sci. Comput., 2019
2013
Technometrics, 2013
2010
A comparison of Latin hypercube and grid ensemble designs for the multivariate emulation of an Earth system model.
Comput. Geosci., 2010