ARTIFICIAL INTELLIGENCE-DRIVEN PHASE STABILITY EVALUATION AND NEW DOPANTS IDENTIFICATION OF HAFNIUM OXIDE-BASED FERROELECTRIC MATERIALS

Artificial intelligence-driven phase stability evaluation and new dopants identification of hafnium oxide-based ferroelectric materials

Abstract Outdoor Umbrella In this work, a multi-stage material design framework combining machine learning techniques with density functional theory is established to reveal the mechanism of phase stabilization in HfO2 based ferroelectric materials.The ferroelectric phase fractions based on a more stringent relationship of phase energy differences

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Aggressive technologic impact on mass consciousness against the background of East Ukrainian conflict. Setting the stage and first myths

The author analyzes the external manipulation of public consciousness of Ukrainian citizens.He shows this effect as an integral part of the war that Russia wages against Ukraine.The article highlighted preparation of public consciousness at least by part of the Ukrainian.Because of this training they were able to mindlessly adopt anti-ukrainian and

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