Bryan A. Moore

Image Analysis Using Convolutional Neural Networks for Modeling 2D Fracture Propagation

Hari S. Viswanathan, Gowri Srinivasan, Robyn L. Miller, 2017, 2017 IEEE International Conference on Data Mining Workshops (ICDMW).

Predictive modeling of dynamic fracture growth in brittle materials with machine learning

Hari S. Viswanathan, Esteban Rougier, Daniel O'Malley, 2018, Computational Materials Science.

Learning to fail: Predicting fracture evolution in brittle materials using recurrent graph convolutional neural networks pdf

Hari S. Viswanathan, Gowri Srinivasan, Diana Lee, 2018, Computational Materials Science.

Semi-supervised Machine Learning for Analysis of Hydrogeochemical Data and Models

Velimir V. Vesselinov, Boian S. Alexandrov, Daniel O'Malley, 2017 .

Reduced-Order Modeling through Machine Learning Approaches for Brittle Fracture Applications pdf

Satish Karra, Hari S. Viswanathan, Gowri Srinivasan, 2018, ArXiv.

Reduced-order modeling through machine learning and graph-theoretic approaches for brittle fracture applications

Bryan A. Moore, Roselyne B. Tchoua, H. Viswanathan, 2019, Computational Materials Science.

Statistically informed upscaling of damage evolution in brittle materials

Hari S. Viswanathan, Esteban Rougier, Abigail Hunter, 2019, Theoretical and Applied Fracture Mechanics.