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DOE OSTI · 2429224

Searching for Strongly Coupled Dark Sectors with Unsupervised and Generative Learning

Pedro, Kevin Jerome
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Abstract

Recipient of the URA Early Career Award for groundbreaking searches for dark matter arising from strongly coupled dark sectors with the CMS detector, pioneering work in ML-based model-independent anomaly detection for collider and astrophysics experiments, and leadership in the development of new AI/ML techniques to improve event reconstruction and detector simulation in particle physics, as well as novel strategies to accelerate AI inference and throughput with heterogeneous computing using coprocessors as a service.

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Pedro, Kevin Jerome. 2024-08-12. Searching for Strongly Coupled Dark Sectors with Unsupervised and Generative Learning. https://doi.org/10.2172/2429224

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