Bryan A. Moore

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

Bryan A. Moore, Esteban Rougier, Daniel O’Malley et al. · Computational Materials Science · 2018 · 95 citations · Full text

Engineering, Materials Engineering, Materials Science +17

Learning to fail: Predicting fracture evolution in brittle material models using recurrent graph convolutional neural networks

Max Schwarzer, Bryce Rogan, Zhengming Song et al. · Computational Materials Science · 2019 · 85 citations · Full text

Computing, Computer Science, Materials Engineering +15

Quantifying Topological Uncertainty in Fractured Systems using Graph Theory and Machine Learning

G. Srinivasan, Jeffrey D. Hyman, David Osthus et al. · Scientific Reports · 2018 · 54 citations · Full text

Computing, Computational Engineering, Computer Science +17

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

Abigail Hunter, Bryan A. Moore, Maruti Kumar Mudunuru et al. · Computational Materials Science · 2018 · 47 citations · Full text

Engineering, Materials Engineering, Materials Science +16

Statistically informed upscaling of damage evolution in brittle materials

Nathan Vaughn, Alina Kononov, Bryan A. Moore et al. · Theoretical and Applied Fracture Mechanics · 2019 · 11 citations · Full text

Natural Sciences, Materials Engineering, Materials Science +14