Towards Tensor Network Models for Low-Latency Jet Tagging on FPGAs

Alberto Coppi, Ema Puljak, Lorenzo Borella +6

We present a systematic study of Tensor Network (TN) models $\unicode{x2013}$ Matrix Product States (MPS) and Tree Tensor Networks (TTN) $\unicode{x2013}$ for real-time jet tagging…