Ravi G. Patel
Orcid: 0000-0002-2779-3739Affiliations:
- Sandia National Laboratories, Center for Computing Research, Albuquerque, NM, USA
- Cornell University, Sibley School of Mechanical and Aerospace Engineering, Ithaca, NY, USA
According to our database1,
Ravi G. Patel
authored at least 13 papers
between 2018 and 2024.
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Bibliography
2024
Equivariant graph convolutional neural networks for the representation of homogenized anisotropic microstructural mechanical response.
CoRR, 2024
Uncertainty Quantification of Graph Convolution Neural Network Models of Evolving Processes.
CoRR, 2024
2022
Thermodynamically consistent physics-informed neural networks for hyperbolic systems.
J. Comput. Phys., 2022
Proceedings of the Mathematical and Scientific Machine Learning, 2022
2021
Reduced Basis Approximations of Parameterized Dynamical Partial Differential Equations via Neural Networks.
CoRR, 2021
A Block Coordinate Descent Optimizer for Classification Problems Exploiting Convexity.
Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to, 2021
Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to, 2021
2020
A physics-informed operator regression framework for extracting data-driven continuum models.
CoRR, 2020
Robust Training and Initialization of Deep Neural Networks: An Adaptive Basis Viewpoint.
Proceedings of Mathematical and Scientific Machine Learning, 2020
Proceedings of the AAAI 2020 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 23rd - to, 2020
2019
J. Comput. Phys. X, 2019
2018