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physics.app-ph2020
Machine Learning and Computer Vision Techniques to Predict Thermal Properties of Particulate Composites
Fazlolah Mohaghegh, Jayathi Murthy
Accurate thermal analysis of composites and porous media requires detailed characterization of local thermal properties in small scale. For some important applications such as lith…
physics.flu-dyn2020
Rapid Phase-Resolved Prediction of Nonlinear Dispersive Waves Using Machine Learning
Fazlolah Mohaghegh, Mohammad-Reza Alam, Jayathi Murthy
In this paper, we show that a revised convolutional recurrent neural network (CRNN) can decrease, by orders of magnitude, the time needed for the phase-resolved prediction of waves…