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Tobias Golling

Strategic White Paper on AI Infrastructure for Particle, Nuclear, and Astroparticle Physics: Insights from JENA and EuCAIF

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Mar 18, 2025
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End-to-End Optimal Detector Design with Mutual Information Surrogates

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Mar 18, 2025
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TRANSIT your events into a new mass: Fast background interpolation for weakly-supervised anomaly searches

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Mar 06, 2025
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Large Physics Models: Towards a collaborative approach with Large Language Models and Foundation Models

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Jan 09, 2025
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Enhancing generalization in high energy physics using white-box adversarial attacks

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Nov 14, 2024
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Variational inference for pile-up removal at hadron colliders with diffusion models

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Oct 29, 2024
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PIPPIN: Generating variable length full events from partons

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Jun 18, 2024
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Masked Particle Modeling on Sets: Towards Self-Supervised High Energy Physics Foundation Models

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Jan 25, 2024
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Improving new physics searches with diffusion models for event observables and jet constituents

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Dec 19, 2023
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EPiC-ly Fast Particle Cloud Generation with Flow-Matching and Diffusion

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Sep 29, 2023
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