Ryotaro Suzuki

Papers on Lattice

Total citations

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Research focus

Architecture Design (Transformers, SSMs, MoE) (1)Code Generation & Program Synthesis (1)Scientific Discovery & Drug Design (1)

Frequent co-authors

Ryo Suzuki (1)Shohei Watabe (1)

Papers (1)

Apr 9, 2026

Ryotaro Suzuki +2Apr 9, 2026·also Graduate School of Engineering and Science, Shibaura Institute of Technology

Investigation of Automated Design of Quantum Circuits for Imaginary Time Evolution Methods Using Deep Reinforcement Learning

DRL can autonomously discover quantum circuits for imaginary time evolution with 37% fewer gates and 43% less depth than standard approaches, hinting at non-intuitive, hardware-efficient algorithm designs.

Ryotaro Suzuki, Ryo Suzuki, Shohei Watabe

Architecture Design (Transformers, SSMs, MoE)Code Generation & Program Synthesis Scientific Discovery & Drug Design

Ryotaro Suzuki

Research focus

Frequent co-authors

Papers (1)

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Ryotaro Suzuki

Research focus

Frequent co-authors

Papers (1)