IP
Ian Pang
hep-phhep-excs.LGphysics.data-anphysics.ins-detstat.MLastro-ph.IMCaloChallenge 2022calorimeterContrast Media
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
13 papers in the corpus · 2011–2026Blueprint for an AI-Enabled Particle Theory Community2610.28505v1 · George T. Fleming, Daniel C. Hackett, James Halverson et al.2026 · 0 citationsarXivon Valency
Collider-Bench: Benchmarking AI Agents with Particle Physics Analysis Reproduction2605.13950v1 · Darius A. Faroughy, Sofia Palacios Schweitzer, Ian Pang et al.2026 · 0 citationsarXiv
Signatures of rare-earth elements in mineralogical form using laser-ablation dual-comb spectroscopy2605.03157v3 · Christina Hofer, Errol Bowman, Andrew Jarymowycz et al.2026 · 0 citationsarXiv
Enhancing next token prediction based pre-training for jet foundation models2512.04149v2 · Joschka Birk, Anna Hallin, Gregor Kasieczka et al.2025 · 0 citations2026 Mach. Learn.: Sci. Technol. 7 035042
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)
SURFing to the Fundamental Limit of Jet Tagging2511.15779v1 · Ian Pang, Darius A. Faroughy, David Shih et al.2025 · 0 citationsarXiv
Aspen Open Jets: Unlocking LHC Data for Foundation Models in Particle Physics2412.10504v2 · Oz Amram, Luca Anzalone, Joschka Birk et al.2024 · 8 citationsMach.Learn.Sci.Tech. 6 (2025) 3, 030601
Unifying Simulation and Inference with Normalizing Flows2404.18992v3 · Haoxing Du, Claudius Krause, Vinicius Mikuni et al.2024 · 7 citationsPhys. Rev. D 111, 076004 (2025)
Anomaly detection with flow-based fast calorimeter simulators2312.11618v2 · Claudius Krause, Benjamin Nachman, Ian Pang et al.2023 · 8 citationsarXiv
Calorimeter shower superresolution2308.11700v3 · Ian Pang, John Andrew Raine, David Shih2023 · 17 citationsPhys. Rev. D 109, 092009 (2024)
Inductive Simulation of Calorimeter Showers with Normalizing Flows2305.11934v2 · Matthew R. Buckley, Claudius Krause, Ian Pang et al.2023 · 36 citationsPhys. Rev. D 109, 033006 (2024)
CaloFlow for CaloChallenge Dataset 12210.14245v3 · Claudius Krause, Ian Pang, David Shih2022 · 35 citationsSciPost Phys. 16, 126 (2024)
Development of a platform for co-registered ultrasound and MR contrast imaging in vivo.21242630 · Chandrana, Chaitanya, Bevan, Peter, Hudson, John et al.2011 · 15 citationsPhysics in medicine and biology. 2011;56(3):861-77
Career total: 29 works. 13 are in this corpus.
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