66 citations · 227 across the 12 of their papers we have counts for
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cs.LG2020★ 66 cited
Graph Convolutional Neural Networks for Body Force Prediction
Francis Ogoke, Kazem Meidani, Amirreza Hashemi +1
Many scientific and engineering processes produce spatially unstructured data. However, most data-driven models require a feature matrix that enforces both a set number and order o…
cs.LG2020★ 21 cited
Data-driven Identification of 2D Partial Differential Equations using extracted physical features
Kazem Meidani, Amir Barati Farimani
Many scientific phenomena are modeled by Partial Differential Equations (PDEs). The development of data gathering tools along with the advances in machine learning (ML) techniques…