Taritree Wongjirad on Muck Rack

Taritree Wongjirad

As seen in: Physical Review B
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Articles

Score-based diffusion models for generating liquid argon time projection chamber images

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By Shuchin Aeron, Massachusetts USA, Zeviel Imani, Taritree Wongjirad
| Physical Review B
For the first time, we show high-fidelity generation of Liquid Argon Time Projection Chamber (LArTPC-like) data using a generative neural network. This demonstrates that methods developed for natural images do transfer to LArTPC-produced images, which, in contrast to natural images, are globally sparse but locally dense. We present the score-based diffusion method employed.
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