Scholar
Lukas Heinrich
Google Scholar ID: svzOc0UAAAAJ
Technical University of Munich
Particle Physics
Machine Learning
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Citations & Impact
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Citations
105,147
H-index
155
i10-index
840
Publications
20
Co-authors
0
Publications
11 items
How to scale your HEP ML models: A recipe for robust architecture comparisons at scale
2026
Cited
0
Fast and Precise Learned Charged-Particle Trajectory Regression at the Large Hadron Collider
2026
Cited
0
Prompting Particle Physics: Tokenized Multi-modal Foundation Models for Combinatorially Many Tasks
2026
Cited
0
Are We Ready for AI-Driven Discovery? AI Verification Before the Next Fundamental Physics Breakthrough
2026
Cited
0
It Just Takes Two: Scaling Amortized Inference to Large Sets
2026
Cited
0
BRICKS: Compositional Neural Markov Kernels for Zero-Shot Radiation-Matter Simulation
2026
Cited
0
Gradient estimators for parameter inference in discrete stochastic kinetic models
2026
Cited
0
Neural Scaling Laws for Boosted Jet Tagging
2026
Cited
0
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