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05/16/2023
Addressing computational challenges in physical system simulations with machine learning
In this paper, we present a machine learning-based data generator framew...
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04/05/2020
Information Mining for COVID-19 Research From a Large Volume of Scientific Literature
The year 2020 has seen an unprecedented COVID-19 pandemic due to the out...
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11/21/2019
Estimating uncertainty of earthquake rupture using Bayesian neural network
Bayesian neural networks (BNN) are the probabilistic model that combines...
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06/14/2019
Machine Learning Approach to Earthquake Rupture Dynamics
Simulating dynamic rupture propagation is challenging due to the uncerta...
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12/24/2018
