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Found 4 papers, 1 papers with code
TrackFormers: In Search of Transformer-Based Particle Tracking for the High-Luminosity LHC Era
We have made use of the REDVID simulation framework, as well as reductions applied to the TrackML data set, to compose five data sets from simple to complex, for our experiments.
Novel Approaches for ML-Assisted Particle Track Reconstruction and Hit Clustering
This research sheds light on previously unexplored methods and provides valuable insights for the field of particle track reconstruction and hit clustering in HEP.
An AI-based Domain-Decomposition Non-Intrusive Reduced-Order Model for Extended Domains applied to Multiphase Flow in Pipes
The whole framework is applied to multiphase slug flow in a horizontal pipe for which an AI-DDNIROM is trained on high-fidelity CFD simulations of a pipe of length 10 m with an aspect ratio of 13:1, and tested by simulating the flow for a pipe of length 98 m with an aspect ratio of almost 130:1.
Diagrammatic security proof for 8-state encoding
We extend this result to 8-state encoding, which has been proposed as a tool in quantum key recycling protocols [SdV2017, LS2018], and which does not have mutually unbiased bases.
Quantum Physics Cryptography and Security
