6 papers
PosterHarness: Turning Scientific Poster Generation into an Auditable Instruction-Following Benchmark
Tianyi Yang, Dawei Fu, Youpeng Wu +5
Text-rich image models can now design poster-scale layouts, but we lack ways to measure whether they honor scientific communication contracts: legible labels, prescribed aspect rat…
A Reproducible Benchmark and Evidence-Retrieval Software Framework for Silicon Detector R&D Literature
Tianqi Gao, Ruobing Jiang, Dawei Fu +2
Silicon pixel detector R&D depends on a large and rapidly growing technical literature, including beam-test and irradiation studies, performance measurements, simulation, and desig…
Agentic Hybrid RAG for Evidence-Grounded Muon Collider Analysis
Ruobing Jiang, Dawei Fu, Cheng Jiang +6
Muon collider research spans accelerator physics, detector instrumentation, and high-energy phenomenology, with relevant evidence scattered across a rapidly expanding and heterogen…
"Hadron-in-fat-jet'' AI Tagging to Detect Rare Decays Such as
Linrui Chen, Tianyi Yang, Zixun Kou +4
We investigate a novel class of boosted-object signatures at the LHC, where a high- fat-jet contains an identifiable hadron or quarkonium state originating from rare…
Probing Cosmic Ray Composition and Muon-philic Dark Matter via Muon Tomography
Cheng-en Liu, Rongfeng Zhang, Zijian Wang +11
This work presents a novel cosmic-ray scattering experiment employing a Resistive Plate Chambers (RPC) muon tomography system. By introducing the scattering angle between incident…
Novel extraction method via boosted -tagging with in-situ calibration
Yuzhe Zhao, Congqiao Li, Antonios Agapitos +4
We present a novel method for measuring at the LHC using an advanced boosted-jet tagger to identify " signatures". By associating boosted signals…