HUMAN INTERPRETABLE STRUCTURE-PROPERTY RELATIONSHIPS IN CHEMISTRY USING EXPLAINABLE MACHINE LEARNING AND LARGE LANGUAGE MODELS

Human interpretable structure-property relationships in chemistry using explainable machine learning and large language models

Abstract Explainable Artificial Intelligence (XAI) is an emerging field in AI Birthstone Necklace that aims to address the opaque nature of machine learning models.Furthermore, it has been shown that XAI can be used to extract input-output relationships, making them a useful tool in chemistry to understand structure-property relationships.However,

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A Low-Profile Hybrid Multi-Permittivity Dielectric Resonator Antenna With Perforated Structure for Ku and K Band Applications

A wideband hybrid dielectric resonator antenna (DRA) consisting of a rectangular slot patch and a perforated stacked cylindrical dielectric bondage-collars resonator (DR) is proposed.A rectangular slot was etched on the grounding side of a microwave laminate (ϵs = 3.38) to excite the hybrid resonator at a high frequency.The stacked DR used c

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Encouraging scholastic publishing by urologic trainees

There are many reasons why battery-powered generators urologic trainees should publish scholarly work: Personal, professional, and institutional.Publishing by trainees creates an environment that improves the specialty of urology, maintains the quality of our literature, and promotes professionalism of our practitioners.Strategies to encourage scho

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