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Dong-Dong Chen

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Oct 2026

Comprehensive Variation Model of Hafnium-Based Ferroelectric Capacitors for High-Sigma Memory Window Simulation

The polycrystalline nature of emerging ferroelectric materials introduces inherent variability in switching behavior, which poses a fundamental challenge for future high-density memory arrays. Predicting and mitigating this variability, particularly the worst-case “tail bits,” is critical for performance yet difficult...

Di-Qing Su, Yan-Nan Xu, Qing-Ting Ding et al. · 0 citations
Aug 2026

Improving Quantum-Chemical Prediction of 19F NMR Chemical Shifts via Machine Learning.

A machine-learning-assisted framework to improve quantum-chemical prediction of 19F NMR chemical shifts by using machine learning to diagnose and correct subset-dependent limitations in the shielding-shift relationship within a practical quantum-chemical workflow is developed.

Dong-Dong Chen, Yuan-Xiang Ye, Yi-Jie Zhu et al. · 0 citations

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