Nicholas Choma | DeepAI

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research

∙ 06/04/2021

Spatial Graph Attention and Curiosity-driven Policy for Antiviral Drug Discovery

We developed Distilled Graph Attention Policy Networks (DGAPNs), a curio...

17 Yulun Wu, et al. ∙

research

∙ 03/11/2021

Physics and Computing Performance of the Exa.TrkX TrackML Pipeline

The Exa.TrkX project has applied geometric learning concepts such as met...

31 Xiangyang Ju, et al. ∙

research

∙ 06/30/2020

Track Seeding and Labelling with Embedded-space Graph Neural Networks

To address the unprecedented scale of HL-LHC data, the Exa.TrkX project ...

0 Nicholas Choma, et al. ∙

research

∙ 09/17/2018

Graph Neural Networks for IceCube Signal Classification

Tasks involving the analysis of geometric (graph- and manifold-structure...

2 Nicholas Choma, et al. ∙