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Lukas Heinrich

Combined track finding with GNN & CKF

Jan 29, 2024
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Masked Particle Modeling on Sets: Towards Self-Supervised High Energy Physics Foundation Models

Jan 25, 2024
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Finetuning Foundation Models for Joint Analysis Optimization

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Jan 25, 2024
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Branches of a Tree: Taking Derivatives of Programs with Discrete and Branching Randomness in High Energy Physics

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Aug 31, 2023
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Hierarchical Neural Simulation-Based Inference Over Event Ensembles

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Jun 21, 2023
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Configurable calorimeter simulation for AI applications

Mar 08, 2023
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neos: End-to-End-Optimised Summary Statistics for High Energy Physics

Mar 10, 2022
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Differentiable Matrix Elements with MadJax

Feb 28, 2022
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Etalumis: Bringing Probabilistic Programming to Scientific Simulators at Scale

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Jul 08, 2019
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Efficient Probabilistic Inference in the Quest for Physics Beyond the Standard Model

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Sep 01, 2018
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