T. Golling

Physics and Astronomy · Physical Sciences

148h-index119.5kcitations2.0kworks4.22yr avg
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Research Topics

Particle physics theoretical and experimental studies(1738), High-Energy Particle Collisions Research(1357), Particle Detector Development and Performance(800), Quantum Chromodynamics and Particle Interactions(637), Dark Matter and Cosmic Phenomena(226)

Publications160 total

Accelerating template generation in resonant anomaly detection searches with optimal transport
Journal of High Energy Physics·2025Open Access
End-to-end optimal detector design with mutual information surrogates
Machine Learning Science and Technology·2025Open Access
Robust resonant anomaly detection with NPLM
The European Physical Journal C·2025Open Access
Large physics models: towards a collaborative approach with large language models and foundation models
The European Physical Journal C·2025· 2 citedOpen Access
TRANSIT your events into a new mass: fast background interpolation for weakly-supervised anomaly searches
Journal of High Energy Physics·2025Open Access
Enhancing generalization in high-energy physics using white-box adversarial attacks
Physical review. D/Physical review. D.·2025Open Access
Variational inference for pile-up removal at hadron colliders with diffusion models
Physical review. D/Physical review. D.·2025Open Access
Is tokenization needed for masked particle modeling?
Machine Learning Science and Technology·2025· 5 citedOpen Access
Author response for "Is Tokenization Needed for Masked Particle Modelling?"
2025
Author response for "Is Tokenization Needed for Masked Particle Modelling?"
2025
Author response for "Is Tokenization Needed for Masked Particle Modelling?"
2025
Strong CWoLa: Binary Classification Without Background Simulation
arXiv (Cornell University)·2025· 1 citedOpen Access
TRANSIT your events into a new mass: Fast background interpolation for weakly-supervised anomaly searches
arXiv (Cornell University)·2025Open Access
Author response for "Is Tokenization Needed for Masked Particle Modelling?"
2025
Large Physics Models: Towards a collaborative approach with Large Language Models and Foundation Models
arXiv (Cornell University)·2025Open Access
<scp>skycurtains</scp>: model-agnostic search for stellar streams with <i>Gaia</i> data
Monthly Notices of the Royal Astronomical Society·2024· 5 citedOpen Access
Enhancing generalization in high energy physics using white-box adversarial attacks
arXiv (Cornell University)·2024Open Access
Generating variable length full events from partons
Physical review. D/Physical review. D.·2024· 6 citedOpen Access
Dataset for flavour tagging R&D
arXiv (Cornell University)·2024· 4 citedOpen Access
CURTAINs flows for flows: Constructing unobserved regions with maximum likelihood estimation
SciPost Physics·2024· 31 citedOpen Access
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Frequent Co-authors

J. A. Raine(14), M. Kiehn(10), Matthew Leigh(9), S. González-Sevilla(8), P. Calafiura(7), D. Rousseau(7), M. Benoit(7), G. Iacobucci(7), H. M. Gray(6), V. V. Gligorov(6), Sabrina Amrouche(6), A. Salzburger(6), D. Ferrère(6), I‎. ‎Perić(6), M. Weber(6), Nathaniel Craig(5), J. E. Brau(5), Tao Han(5), Ameen Ismail(5), Yevgeny Kats(5)