• A novel buffered van der Waals epitaxy technique enables wafer-scale synthesis of single-crystalline 2D GAA heterostructures.
• The pre-deposited α-Bi2SeO5 buffer oxide effectively mitigates lattice and symmetry mismatch, enabling uniform Bi2O2Se growth.
• In situ controlled oxidation transforms the top layer into β-Bi2SeO5, forming a high-k dielectric/semiconductor/high-k dielectric sandwich with atomically clean interfaces.
• This scalable method overcomes limitations of existing techniques, paving the way for industry-compatible 2D GAA electronics.
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