Efficient Compression of Sparse Accelerator Data Using Implicit Neural Representations and Importance Sampling

Xihaier Luo, Samuel Lurvey, Yi Huang +3

High-energy, large-scale particle colliders in nuclear and high-energy physics generate data at extraordinary rates, reaching up to $1$ terabyte and several petabytes per second, r…