3 papers
hep-ph2026
Towards AI-Agent-Accelerated Research in High-Energy Physics: A Case Study in Monte Carlo Analysis
Tianqi Gao, Ruobing Jiang, Dawei Fu +3
We investigate how far contemporary LLM-based agents can participate in multistep computational high-energy-physics research under reproducible human supervision. Using a previousl…
physics.ins-det2026
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…
cs.AI2026
ThinkDeception: A Progressive Reinforcement Learning Framework for Interpretable Multimodal Deception Detection
Jinhao Song, Shan Liang, Yiqun Yue +2
Multimodal deception detection is critical for identifying fraudulent intentions, yet existing approaches predominantly rely on end to end black--box paradigms. These methods suffe…