Author

Inna Partin-Vaisband

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Preprint Oct 2026

Adaptive Inductor and Frequency Management for Integrated Power Converters

This work presents a digitally controlled adaptive power conversion framework that dynamically co-optimizes inductor configuration and switching frequency to achieve high efficiency across a wide range of load conditions. Conventional buck converters are typically optimized for a single operating point, leading to effi...

Rami Rasheedi, Salma Abdelzaher, Inna Partin-Vaisband · 0 citations

#machine learning Preprint Sep 2026

Mesh-Native Physics-Informed Graph Surrogates for TCAD-in-the-Loop Design Space Exploration

A physics-informed graph attention network (GAT) surrogate is proposed, which operates directly on the tetrahedral TCAD mesh and predicts, at every mesh node, the electrostatic potential together with the electron and hole quasi-Fermi levels, the fundamental unknowns of the drift-diffusion system.

Leonid Popryho, A. Sadeghi, Inna Partin-Vaisband · 0 citations