Mila Bileska

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20242026

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Yb Rydberg states for high-fidelity two-qubit gates

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physics.ins-det2025

Design and FPGA Implementation of WOMBAT: A Deep Neural Network Level-1 Trigger System for Jet Substructure Identification and Boosted $H \to b b ˉ$ Tagging at the CMS Experiment

Mila Bileska

This thesis investigates the physics performance, trigger efficiency, and Field Programmable Gate Array (FPGA) implementation of machine learning (ML)-based algorithms for Lorentz-…

Design and FPGA Implementation of WOMBAT: A Deep Neural Network Level-1 Trigger System for Jet Substructure Identification and Boosted H→bbˉ Tagging at the CMS Experiment

Design and FPGA Implementation of WOMBAT: A Deep Neural Network Level-1 Trigger System for Jet Substructure Identification and Boosted $H \to b b ˉ$ Tagging at the CMS Experiment