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Sascha Caron

TrackFormers: In Search of Transformer-Based Particle Tracking for the High-Luminosity LHC Era

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Jul 09, 2024
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Novel Approaches for ML-Assisted Particle Track Reconstruction and Hit Clustering

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May 27, 2024
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Reduced Simulations for High-Energy Physics, a Middle Ground for Data-Driven Physics Research

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Aug 30, 2023
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Towards a Benchmark for Scientific Understanding in Humans and Machines

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Apr 21, 2023
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Benchmarking energy consumption and latency for neuromorphic computing in condensed matter and particle physics

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Sep 21, 2022
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Constraining the Parameters of High-Dimensional Models with Active Learning

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May 19, 2019
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