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Dian-Yu Liu

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Open access Sep 2026

Human‐Mediated Dispersal Drives Global Invasion of Halyomorpha halys: A COI Haplotype and Mantel Test Analysis

ABSTRACT The brown marmorated stink bug, Halyomorpha halys (Hemiptera: Pentatomidae), is a globally invasive agricultural pest that has rapidly expanded across North America, Europe, and Asia over the past three decades. Understanding the drivers of its invasion success is critical for predicting future spread and info...

Xiao-Yu Yan, Yu Chen, Dian-Yu Liu et al. · 0 citations
#artificial intelligence Preprint Sep 2026

SciHorizon-eLab: An Agentic Protocol-to-Task Compiler for Scalable Benchmarking of Scientific Embodied Agents

Embodied agents offer a promising route to automating scientific experimentation, yet their progress is constrained by the lack of reliable and systematic evaluation environments. Existing simulation-based laboratory benchmarks rely heavily on manual task engineering, making it challenging to systematically compile div...

Mao-Kai Qin, Chuan Qin, Qi Zhang et al. · 0 citations

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