SS
Sofia Palacios Schweitzer
hep-phhep-excs.LGCaloChallenge 2022calorimetercs.AIgenerative AImachine learningphysics.data-anphysics.ins-det
On Valency
published · living versionsW_qkkpsuvh·v1 · currentpublished
Blueprint for an AI-Enabled Particle Theory Community
with George T. Fleming, Daniel C. Hackett, James Halverson, T. J. Hobbs +79
1 version
Preprints & journals
12 papers in the corpus · 2023–2026Blueprint for an AI-Enabled Particle Theory Community2610.28505v1 · George T. Fleming, Daniel C. Hackett, James Halverson et al.2026 · 0 citationsarXivon Valency
Generative Models and Statistical Validation2605.30453v1 · Sascha Diefenbacher, Sofia Palacios Schweitzer, Gregor Kasieczka2026 · 0 citationsarXiv
Collider-Bench: Benchmarking AI Agents with Particle Physics Analysis Reproduction2605.13950v1 · Darius A. Faroughy, Sofia Palacios Schweitzer, Ian Pang et al.2026 · 0 citationsarXiv
CaloChallenge 2022: a community challenge for fast calorimeter simulation.41086821 · Krause, Claudius, Faucci Giannelli, Michele, Kasieczka, Gregor et al.2025 · 21 citationsReports on progress in physics. Physical Society (Great Britain). 2025;88(11)
Generative Unfolding of Jets and Their Substructure2510.19906v2 · Antoine Petitjean, Anja Butter, Kevin Greif et al.2025 · 0 citationsarXiv
Iterative HOMER with uncertainties2509.03592v2 · Anja Butter, Ayodele Ore, Sofia Palacios Schweitzer et al.2025 · 2 citationsSciPost Phys. 20, 042 (2026)
Analysis-ready Generative Unfolding2509.02708v1 · Anja Butter, Nathan Huetsch, Vinicius Mikuni et al.2025 · 0 citationsarXiv
How to Unfold Top Decays2501.12363v3 · Luigi Favaro, Roman Kogler, Alexander Paasch et al.2025 · 2 citationsSciPost Phys. Core 8, 053 (2025)
Generative Unfolding with Distribution Mapping2411.02495v1 · Anja Butter, Sascha Diefenbacher, Nathan Huetsch et al.2024 · 4 citationsSciPost Phys. 18, 200 (2025)
CaloDREAM -- Detector Response Emulation via Attentive flow Matching2405.09629v3 · Luigi Favaro, Ayodele Ore, Sofia Palacios Schweitzer et al.2024 · 26 citationsSciPost Phys. 18, 088 (2025)
Kicking it Off(-shell) with Direct Diffusion2311.17175v3 · Anja Butter, Tomas Jezo, Michael Klasen et al.2023 · 20 citationsarXiv
Jet Diffusion versus JetGPT -- Modern Networks for the LHC2305.10475v3 · Anja Butter, Nathan Huetsch, Sofia Palacios Schweitzer et al.2023 · 43 citationsSciPost Phys. Core 8, 026 (2025)
Career total: 18 works. 12 are in this corpus.
Profile built from the corpus for this byline.
Author records are still filling in while the Hub is in alpha. If this is your page, you'll be able to claim it soon. Spot a mistake? Tell us.