Darius A. Faroughy

According to our database, Darius A. Faroughy authored at least 12 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Neural Scaling Laws for Jet Generation.

Oz Amram, Darius A. Faroughy, Tjarko Gerdes, Anna Hallin, Gregor Kasieczka, Michael Krämer, Humberto Reyes-González, David Shih

CoRR, May, 2026

Collider-Bench: Benchmarking AI Agents with Particle Physics Analysis Reproduction.

Darius A. Faroughy, Sofia Palacios Schweitzer, Ian Pang, Siddharth Mishra-Sharma, David Shih

CoRR, May, 2026

Prior-Fitted Functional Flow: In-Context Generative Models for Pharmacokinetics.

César Ojeda, Niklas Hartung, Wilhelm Huisinga, Tim Jahn, Purity Kavwele, Marian Klose, Piyush Kumar, Ramsés J. Sánchez, Darius A. Faroughy

CoRR, April, 2026

Aspen Open Jets: Monte Carlo.

Oz Amram, Luca Anzalone, Joschka Birk, Darius A. Faroughy, Anna Hallin, Gregor Kasieczka, Michael Krämer, Ian Pang, Humberto Reyes-González, David Shih

Dataset, April, 2026

2025

SURFing to the Fundamental Limit of Jet Tagging.

Ian Pang, Darius A. Faroughy, David Shih, Ranit Das, Gregor Kasieczka

CoRR, November, 2025

Multimodal Generative Flows for LHC Jets.

Darius A. Faroughy, Manfred Opper, César Ojeda

CoRR, September, 2025

Aspen Open Jets: unlocking LHC data for foundation models in particle physics.

Oz Amram, Luca Anzalone, Joschka Birk, Darius A. Faroughy, Anna Hallin, Gregor Kasieczka, Michael Krämer, Ian Pang, Humberto Reyes-González, David Shih

Mach. Learn. Sci. Technol., 2025

2024

Aspen Open Jets: a real-world ML-ready dataset for jet physics.

Oz Amram, Luca Anzalone, Joschka Birk, Darius A. Faroughy, Anna Hallin, Gregor Kasieczka, Michael Krämer, Ian Pang, Humberto Reyes-González, David Shih

Dataset, December, 2024

2023

HighPT: A tool for high-<i>p</i>_<i>T</i> Drell-Yan tails beyond the standard model.

Lukas Allwicher, Darius A. Faroughy, Florentin Jaffredo, Olcyr Sumensari, Felix Wilsch

Comput. Phys. Commun., August, 2023

EPiC-ly Fast Particle Cloud Generation with Flow-Matching and Diffusion.

Erik Buhmann, Cedric Ewen, Darius A. Faroughy, Tobias Golling, Gregor Kasieczka, Matthew Leigh, Guillaume Quétant, John Andrew Raine, Debajyoti Sengupta, David Shih

CoRR, 2023

2021

Optimized Probes of the CP Nature of the Top Quark Yukawa Coupling at Hadron Colliders.

Darius A. Faroughy, Blaz Bortolato, Jernej F. Kamenik, Nejc Kosnik, Aleks Smolkovic

Symmetry, 2021

Learning Latent Jet Structure.

Barry M. Dillon, Darius A. Faroughy, Jernej F. Kamenik, Manuel Szewc

Symmetry, 2021