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For example, while processing events in the nano-AOD, a physics analysis workflow may request additional data objects for a sub-sample of events that was stored only in the mini-AOD or was written into a separate location that is accessed only when needed. Such a scenario will need to be ...
Open model developers have emerged as key actors in the political economy of artificial intelligence (AI), but we still have a limited understanding of collaborative practices in the open AI ecosystem. This paper responds to this gap with a three-part quantitative analysis of development activity o...
These metrics are mostly adapted from microscopy and molecular physics [100, 102]. The gradient surface model can increase the resemblance of the data to the natural world because it allows for the inclusion of more heterogeneity within each grid cell [101, 102]. Many surface metrics have ...
Further considerations include the total size of the model, output structure and Just as no single ML architecture is the most appropriate for all problems, no single hardware architecture will be optimal for addressing every physics use-case effectively. As the technology and the field evolve, so...