research
∙
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...
share
research
∙
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...
research
∙
11/21/2019
Estimating uncertainty of earthquake rupture using Bayesian neural network
Bayesian neural networks (BNN) are the probabilistic model that combines...
research
∙
06/14/2019
Machine Learning Approach to Earthquake Rupture Dynamics
Simulating dynamic rupture propagation is challenging due to the uncerta...
research
∙
12/24/2018