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Aug 2026

Methodological Considerations in Small-Sample Multitask QSPR Modeling for PAMPA Permeability.

Formanek et al. reported a multitask PAMPA dataset of 143 drugs and drug candidates and compared multiple molecular descriptors and regression models for predicting passive membrane permeability. This Letter further examines two conclusions drawn from those results, with the aim of qualifying rather than overturning th...

Ze-Kai Yu · 0 citations
#artificial intelligence Preprint Oct 2026

MASBench: Benchmarking LLM-based Multi-Agent Collaboration under Partial Observability

Large language models (LLMs) have progressively evolved into the core of autonomous agents. Building on this progress, LLM-based multi-agent systems (MAS) coordinate multiple agents into a synergistic team to accomplish complex tasks that exceed the capabilities of individual agents. The effectiveness of such systems d...

Qi-Zhi Chu, Ze-Kai Yu, Si-Jie Wen et al. · 0 citations
Open access Aug 2026

Single-cell transcriptomic profiling of cerebrospinal fluid reveals immune-cell heterogeneity and multicompartment MIF/CD74-related communication in tuberculous and purulent meningitis

Background Tuberculous meningitis (TBM) is a severe central nervous system infection in which dysregulated host inflammation contributes to neurological injury. The cellular organization of the cerebrospinal fluid (CSF) immune microenvironment in TBM, particularly in comparison with other inflammatory meningitis condit...

Hao-Yang Hu, Lei Hou, Yan Wang et al. · 0 citations

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