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Collaborative Research: Elements: Enabling Particle and Nuclear Physics Discoveries with Neural Deconvolution

US NSF grant open #nsf-2602595

Summary

Even though large physics experiments are able to detect complex properties of reaction rates, such foundational scientific quantities are always compressed due to limitations in statistical methods and exchange platforms. The current paradigm introduces significant barriers for scientific discovery and data reusability. Comparisons between experiments with different compression schemes is challenging. Furthermore, the compression schemes necessarily throw out potentially useful information, which may be needed to explore interesting phenomena. This information loss likewise limits the long-t

Collaborative Research: Elements: Enabling…
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