The team behind Europe's Euclid space telescope just published the world's most extensive simulation of the universe, which ...
Abstract: In this paper, we introduce SimGraph, a graph neural network-based proxy for the dynamic simulation of subsurface reservoirs. SimGraph decomposes reservoir geometry into sectors and utilizes ...
Abstract: This article proposes a machine-learning (ML) method to accelerate atomic-level device simulation. The main idea is to utilize graph convolutional network (GCN) to predict the potential ...
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