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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Gabriele Amante

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2 papers indexed here

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Open access Oct 2026

Why Interfacial Electric Fields May Appear Weaker: An Electron-Density-Based Study of the Flat Air–Water Interface

The catalytic properties of water microdroplets are often attributed to strong interfacial electric fields, yet the nature of these fields remains debated. Here we combine quantum data-driven many-body molecular dynamics, ab initio resampling, and spatially resolved electric field evaluations to rigorously assess int...

Gabriele Amante, G. Cassone · 0 citations
Open access Oct 2026

Interfacial Electric Fields in Water Nanodroplets Are Weakly Dependent on Curvature and pH

The origin of enhanced reactivity in aqueous microdroplets remains unresolved, with interfacial electric fields (IEFs) frequently proposed as catalytic drivers. Here, we present a quantum-mechanical, spatially resolved characterization of the electric field at air-water interfaces by combining deep learning molecular...

Gabriele Amante, Fortunata Panzera, Peng-Chao Zhang et al. · 0 citations

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