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Author

S. Bellucci

3 papers indexed here

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Review Open access Aug 2026

Interface-Driven Carbon–Inorganic Hybrid Catalysts for Biodiesel Production from Low-Grade Lipid Feedstocks: Acid–Base Chemistry, Mass-Transfer Control, Heterogeneity, and Stability

Biodiesel production from waste cooking oils, non-edible oils and other low-grade lipid feedstocks is constrained by free fatty acids, water, salts, oxidation products, and the poor miscibility of triglycerides with short-chain alcohols. Carbon–inorganic hybrid catalysts are attractive because the inorganic phase can p...

S. Bellucci · 0 citations
Review Open access Sep 2026

Physics-Informed and Explainable Artificial Intelligence for Nanomaterial-Based Biosensors: From Sensor Design and Signal Processing to Clinical Translation

Artificial intelligence (AI) is increasingly used in biosensing, yet its role is often limited to post-processing or high-accuracy regression on simulation-generated datasets. This critical narrative review examines physics-informed and explainable AI for nanomaterial-based biosensors, emphasizing graphene and other tw...

S. Bellucci · 0 citations
Review Open access Sep 2026

Multifunctional Nanomaterials for Precision Diagnostics and Drug Delivery: AI-Assisted Biosensing, Barrier-Directed Transport, Stimuli-Responsive Release, and Theranostic Integration

Nanomaterials are increasingly expected to do more than transport a payload, yet added complexity is useful only when it resolves a rate-limiting diagnostic, transport, release, or monitoring problem. This review develops a function-first framework for precision diagnostics and drug delivery in which formation and proc...

S. Bellucci · 0 citations

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