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Author

Ryu Hayakawa

4 papers indexed here

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Preprint Oct 2026

Recursive Operator Localization and Spectral Gap Descent via the Geometry of Local Spectral Expansion

We introduce Recursive Operator Localization (ROL), a framework for constructing hierarchies of local energy problems linked by linear maps between Hilbert spaces. To address spectral-gap problems, including those arising in quantum systems, we study a realization of ROL by nested subspaces indexed by a weighted simpli...

Ryu Hayakawa · 0 citations
Preprint Sep 2026

Double Localization for Quantum Gibbs Sampler Gaps: From an Abstract Framework to Finite-Group Models

We introduce double localization, a framework for proving spectral gaps of quantum Gibbs samplers through two complementary operations: geometric localization, which selects updates supported in small spatial regions, and interface localization, which focuses on a model-defined subspace of observables while remaining g...

Ryu Hayakawa, A. Southwell, Caesnan M. G. Leditto et al. · 0 citations
Preprint Sep 2026

Quantum Advantage in Topological Data Analysis via Mayer Homology

Prior work has explored quantum algorithms for topological data analysis (TDA), revealing the possibility of exponential quantum speedups in estimating the ratios of Betti numbers to the dimension of the combinatorial Laplacian. However, this quantity is only non-vanishing and efficient-to-quantumly-estimate when Betti...

Nhat A. Nghiem, R. Babbush, Adam Zalcman et al. · 0 citations
Preprint Sep 2026

Chern-number estimation: nearly optimal quantum algorithm and provable quantum speedup

Topological phases of matter are characterized by global properties of quantum states beyond conventional local order parameters. The Chern number is a central invariant in this characterization, linking the geometry of quantum states to robust physical observables and making its determination key to understanding quan...

Soichiro Imamura, Shintaro Ae, Kazuki Sakamoto et al. · 1 citation

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