Ari Frankel

Publication Activity (10 Years)

Years Active: 2019-2022
Publications (10 Years): 6

Top Topics

Gaussian Process

Variational Inequalities

Convolutional Neural Network

Boundary Value Problem

Top Venues

Mach. Learn. Sci. Technol.

Publications

Reese Jones, Cosmin Safta, Ari Frankel
Deep learning and multi-level featurization of graph representations of microstructural data. CoRR (2022)
Ari Frankel, Cosmin Safta, Coleman Alleman, Reese Jones
Mesh-based graph convolutional neural network models of processes with complex initial states. CoRR (2021)
Laura P. Swiler, Mamikon Gulian, Ari Frankel, Cosmin Safta, John D. Jakeman
A Survey of Constrained Gaussian Process Regression: Approaches and Implementation Challenges. CoRR (2020)
Ari Frankel, Kousuke Tachida, Reese 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) (2020)
Mamikon Gulian, Ari Frankel, Laura P. Swiler
Gaussian Process Regression constrained by Boundary Value Problems. CoRR (2020)
Ari Frankel, Reese Jones, Laura P. Swiler
Tensor Basis Gaussian Process Models of Hyperelastic Materials. CoRR (2019)