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Ari Frankel
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2020 – today
- 2022
- [i5]Reese E. Jones, Cosmin Safta, Ari Frankel:
Deep learning and multi-level featurization of graph representations of microstructural data. CoRR abs/2210.00854 (2022) - 2021
- [i4]Ari Frankel, Cosmin Safta, Coleman Alleman, Reese E. Jones:
Mesh-based graph convolutional neural network models of processes with complex initial states. CoRR abs/2107.00090 (2021) - 2020
- [j1]Ari Frankel, Kousuke Tachida, Reese E. Jones:
Prediction of the evolution of the stress field of polycrystals undergoing elastic-plastic deformation with a hybrid neural network model. Mach. Learn. Sci. Technol. 1(3): 35005 (2020) - [i3]Laura P. Swiler, Mamikon A. Gulian, Ari Frankel, Cosmin Safta, John D. Jakeman:
A Survey of Constrained Gaussian Process Regression: Approaches and Implementation Challenges. CoRR abs/2006.09319 (2020) - [i2]Mamikon A. Gulian, Ari Frankel, Laura P. Swiler:
Gaussian Process Regression constrained by Boundary Value Problems. CoRR abs/2012.11857 (2020)
2010 – 2019
- 2019
- [i1]Ari Frankel, Reese E. Jones, Laura P. Swiler:
Tensor Basis Gaussian Process Models of Hyperelastic Materials. CoRR abs/1912.10872 (2019)
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