Search Results for author: Koichiro Yawata

Found 3 papers, 0 papers with code

Phase autoencoder for limit-cycle oscillators

no code implementations28 Feb 2024 Koichiro Yawata, Kai Fukami, Kunihiko Taira, Hiroya Nakao

We present a phase autoencoder that encodes the asymptotic phase of a limit-cycle oscillator, a fundamental quantity characterizing its synchronization dynamics.

Time Series

QUBO Decision Tree: Annealing Machine Extends Decision Tree Splitting

no code implementations17 Mar 2023 Koichiro Yawata, Yoshihiro Osakabe, Takuya Okuyama, Akinori Asahara

This paper proposes an extension of regression trees by quadratic unconstrained binary optimization (QUBO).

regression

QUBO-inspired Molecular Fingerprint for Chemical Property Prediction

no code implementations17 Mar 2023 Koichiro Yawata, Yoshihiro Osakabe, Takuya Okuyama, Akinori Asahara

We generate new fingerprints based on the assumption that a performance of prediction using a more effective fingerprint is better.

Property Prediction

Cannot find the paper you are looking for? You can Submit a new open access paper.