Author

Mega Novita

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Open access Sep 2026

Physics-Informed Descriptor Engineering and Explainable Machine Learning Reveal the Quantum Mechanical Origins of Electronic Dielectric Response in Oxide Materials

A physics-informed machine-learning model was created to forecast the dielectric constant of oxide materials. The study explores the physicochemical descriptors that govern the response of the materials. A set of 3304 non-metallic oxide compounds was built using the Materials Project database. A comprehensive feature s...

Mega Novita, A. Chauhan, Nancy Agarwal et al. · Chemistry · 0 citations

Open access Aug 2026

Comparative Analysis of Flavonoid Content and DPPH Antioxidant Activity of Black Soybean (Glycine soja) Extract and Its Solvent Fractions

Free radicals are known contributors to various degenerative diseases, highlighting the importance of antioxidants in mitigating their harmful effects. Black soybean seeds (Glycine soja) are acknowledged for their antioxidant properties attributed to flavonoid components. The purpose of this work was to assess the anti...

Annisa Ayu Widya Putri, G. E. Pramukantoro, Mega Novita et al. · Journal of Pure and Applied... · 0 citations