TensorHyper-VQC: a tensor-train-guided hypernetwork for robust and scalable variational quantum computing

• Abstract Variational Quantum Computing (VQC) faces fundamental scalability barriers, primarily due to the presence of barren plateaus and its sensitivity to quantum noise. • To a

Quantum Computing · February 24, 2026 (updated February 25, 2026) · 2 min · 337 words

TensorHyper-VQC: a tensor-train-guided hypernetwork for robust and scalable variational quantum computing

• Abstract Variational Quantum Computing (VQC) faces fundamental scalability barriers, primarily due to the presence of barren plateaus and its sensitivity to quantum noise. • To a

Quantum Computing · February 22, 2026 (updated February 23, 2026) · 2 min · 227 words