Tensor Basis Gaussian Process Models of Hyperelastic Materials. - Ari Frankel; Reese E. Jones; Laura P. Swiler (CoRR, 2019)

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)

Gaussian Process Regression constrained by Boundary Value Problems. - Mamikon A. Gulian; Ari Frankel; Laura P. Swiler (CoRR, 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)

Mesh-based graph convolutional neural network models of processes with complex initial states. - Ari Frankel; Cosmin Safta; Coleman Alleman; Reese E. Jones (CoRR, 2021)

Deep learning and multi-level featurization of graph representations of microstructural data. - Reese E. Jones; Cosmin Safta; Ari Frankel (CoRR, 2022)