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Found 2 papers, 1 papers with code
Accelerated Sampling of Rare Events using a Neural Network Bias Potential
In particular, we approximate the variance-free bias potential function with DNNs which is trained to maximize the probability of rare event transition under the importance potential function.
Prediction of Effective Elastic Moduli of Rocks using Graph Neural Networks
This study presents a Graph Neural Networks (GNNs)-based approach for predicting the effective elastic moduli of rocks from their digital CT-scan images.
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