13 citations · 41 across the 15 of their papers we have counts for
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stat.ML2021★ 1 cited
TNet: A Model-Constrained Tikhonov Network Approach for Inverse Problems
Hai V. Nguyen, Tan Bui-Thanh
Deep Learning (DL), in particular deep neural networks (DNN), by default is purely data-driven and in general does not require physics. This is the strength of DL but also one of i…
stat.ML2017★ 11 cited
Semi-supervised learning of hierarchical representations of molecules using neural message passing
Hai Nguyen, Shin-ichi Maeda, Kenta Oono
With the rapid increase of compound databases available in medicinal and material science, there is a growing need for learning representations of molecules in a semi-supervised ma…