Ari Frankel

According to our database, Ari Frankel authored at least 6 papers between 2019 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Deep learning and multi-level featurization of graph representations of microstructural data.

Reese E. Jones, Cosmin Safta, Ari Frankel

CoRR, 2022

2021

Mesh-based graph convolutional neural network models of processes with complex initial states.

Ari Frankel, Cosmin Safta, Coleman Alleman, Reese E. Jones

CoRR, 2021

2020

Prediction of the evolution of the stress field of polycrystals undergoing elastic-plastic deformation with a hybrid neural network model.

Ari Frankel, Kousuke Tachida, Reese E. Jones

Mach. Learn. Sci. Technol., 2020

Gaussian Process Regression constrained by Boundary Value Problems.

Mamikon A. Gulian, Ari Frankel, Laura P. Swiler

CoRR, 2020

A Survey of Constrained Gaussian Process Regression: Approaches and Implementation Challenges.

Laura P. Swiler, Mamikon A. Gulian, Ari Frankel, Cosmin Safta, John D. Jakeman

CoRR, 2020

2019

Tensor Basis Gaussian Process Models of Hyperelastic Materials.

Ari Frankel, Reese E. Jones, Laura P. Swiler

CoRR, 2019