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Author

Yamuna Mundru

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Open access Aug 2026

Hybrid Differentially Private Conditional Diffusion for Synthetic EHR Generation in Medical IoT Environments

PrivMedSynth is presented as a conditional diffusion framework for mixed type tabular health records in Medical Internet of Things edge cloud environments and provides a principled basis for studying the privacy and utility tradeoff in distributed synthetic clinical data generation.

Yamuna Mundru, Manas Kumar Yogi · 0 citations
Review Open access 2026

AI-Based Discovery of High-Performance Energy Storage Polymer Composites: A Comprehensive Review

This review systematically examines the application of ML techniques, including graph neural networks, Bayesian optimization, variational autoencoders, and transformer-based language models, for the discovery of energy storage polymer composites, and critically evaluates ML-driven advancements across lithium-ion batter...

Manas Kumar Yogi, D. Uma, Yamuna Mundru et al. · 0 citations

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