Stefano Manfredini's profile

Stefano Manfredini

Principal Investigator

Universita degli Studi di Ferrara

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9 months ago

Natural Products, Bioprocessing, Photoprotection, Nanomaterials Safety

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Research spans valorizing agro‑industrial byproducts via fermentation and biocatalysis; linking composition to activity in essential oils; and designing safe‑by‑design UV filters and nano‑enabled formulations. Contributor to the EU SbD4Nano project ($6M).

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Universita degli Studi di Ferrara

Machine Learning Data Augmentation for Essential Oil Composition–Activity Modeling

A machine learning and data augmentation approach to model essential oil composition–activity relationships, enabling prediction of biological effects such as telomerase modulation and antibacterial activity. Built on a ...

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Stefano Manfredini

Principal Investigator

Universita degli Studi di Ferrara

Work experience

Universita degli Studi di Ferrara

Principal Investigator

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