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M. Rippa

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Open access Aug 2026

An autonomous agentic framework for cross-campaign generalization and sensor shift adaptation

Although autonomous, large language model-driven systems show immense potential for orchestrating complex scientific experiments, their efficacy is constrained by two fundamental bottlenecks: context dilution, where strategic reasoning degrades as experimental history accumulates, and inter-campaign amnesia, which forc...

S. Domenico, B. Guilcapi, A. Milano et al. · 0 citations
Review Aug 2026

Applications of Carbon Dots in Agriculture: Synthesis, Functionalization, and Plant Interaction Mechanisms

Carbon dots (CDs) are an emerging carbon-based nanomaterial with steadily increasing prospects across agricultural applications, which is mostly due to their easy synthesis, functionalization, small particle size, high biocompatibility, low toxicity, and peculiar optical properties. However, existing studies have lar...

Ye-Ran Bai, Wenbo Bai, Filip Bureš et al. · 0 citations

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