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Johann Brehmer

New York University · US
🔎 Find collaborators in Nuclear and High Energy Physics · Artificial Intelligence →
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Area of research
Nuclear and High Energy Physics · Artificial Intelligence
Research interest
Research interests include Large Hadron Collider, Computer science, Inference, Particle physics, Physics, and Higgs boson.
h-index
citations
801
works
11
NIH funding
primary concept
email

Recent publications

A Lorentz-equivariant transformer for all of the LHC
SciPost Physics 2025cited by 12position: firstdoi
Back to the formula - LHC edition
SciPost Physics 2024cited by 15position: lastdoi
Simulation-based inference in particle physics
Nature Reviews Physics 2021cited by 22position: firstdoi
Mining gold from implicit models to improve likelihood-free inference
Proceedings of the National Academy of Sciences 2020cited by 167position: firstdoi
The frontier of simulation-based inference
Proceedings of the National Academy of Sciences 2020cited by 26position: middledoi
Effective LHC measurements with matrix elements and machine learning
Journal of Physics Conference Series 2020cited by 21position: firstdoi
Mining for Dark Matter Substructure: Inferring Subhalo Population Properties from Strong Lenses with Machine Learning
The Astrophysical Journal 2019cited by 77position: firstdoi
Constraining Effective Field Theories with Machine Learning
Physical Review Letters 2018cited by 158position: firstdoi
A guide to constraining effective field theories with machine learning
Physical review. D/Physical review. D. 2018cited by 150position: firstdoi
Better Higgs boson measurements through information geometry
Physical review. D/Physical review. D. 2017cited by 68position: firstdoi
Symmetry restored in dibosons at the LHC?
Journal of High Energy Physics 2015cited by 85position: firstdoi

Grants

No grants ingested yet.

Frequent collaborators

K. Cranmer · Institut polytechnique de Grenoble6 papers (2017–2020)Gilles Louppe · New York University6 papers (2018–2020) · 4 papers (2018–2020) · 3 papers (2017–2025)Felix Kling · Johannes Gutenberg University Mainz2 papers (2017–2020) · 1 papers (2024–2024)Inmaculada Espejo · New York University1 papers (2020–2020) · 1 papers (2015–2015) · 1 papers (2025–2025) · 1 papers (2015–2015)Joachim Kopp · Johannes Gutenberg University Mainz1 papers (2015–2015)Jesse Thaler · Massachusetts Institute of Technology1 papers (2025–2025) · 1 papers (2019–2019) · 1 papers (2024–2024)Siddharth Mishra-Sharma · New York University1 papers (2019–2019) · 1 papers (2025–2025)H. Qu · University of California, Santa Barbara1 papers (2025–2025)Kyle Cranmer · New York University1 papers (2018–2018) · 1 papers (2015–2015) · 1 papers (2025–2025)
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