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20232026
most citedAccelerated Sampling of Rare Events using a Neural Network Bias Potential

1 citations · 2 across the 4 of their papers we have counts for

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cs.LG2023★ 1 cited

Prediction of Effective Elastic Moduli of Rocks using Graph Neural Networks

Jaehong Chung, Rasool Ahmad, WaiChing Sun +2

This study presents a Graph Neural Networks (GNNs)-based approach for predicting the effective elastic moduli of rocks from their digital CT-scan images. We use the Mapper algorith…

cond-mat.mtrl-sci2023

Prediction of Yield Surface of Single Crystal Copper from Discrete Dislocation Dynamics and Geometric Learning

Wu-Rong Jian, Mian Xiao, WaiChing Sun +1

A yield surface of a material is a set of critical stress conditions beyond which macroscopic plastic deformation begins. For crystalline solids, plastic deformation occurs through…