2 papers
cond-mat.mtrl-sci2026
Deep-Learning-Accelerated Dopant Selection for High-k HfO2 Dielectrics: A Disorder-Resolved Study of Y, Si and Al
Zunair Masroor, Bonwook Gu, Wonjoong Kim +3
Hafnium oxide (HfO2) is the cornerstone high-k dielectric in modern silicon technology. Since the constraints of silicon device fabrication rule out replacing the material itself,…
cond-mat.mtrl-sci2026
AI-driven Inverse Design of Complex Oxide Thin Films for Semiconductor Devices
Bonwook Gu, Trinh Ngoc Le, Wonjoong Kim +2
Bridging generative foundation models with non-equilibrium thin-film synthesis remains a central challenge, limiting the practical impact of AI-driven materials discovery on semico…