Author

Asuka Matsushita

Kyoto University

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Approach:deep learning· 1 Research Focus:drug response / drug discovery· 1 Research Focus:perturbation response prediction· 1 Approach:transformer / foundation model· 1

Frequent Co-Authors

Hideyuki DoiiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

1 paper

Recent·Most cited

EcologybioRxivPreprintSep 17, 2026

Time-series foundation modeling enables accurate lake ecosystem forecasting

Asuka Matsushita, Hideyuki Doi

This study uses time-series foundation models to improve forecasts of lake phytoplankton dynamics, finding that Chronos-T5 outperforms other models in accuracy and stability.

DOI 10.64898/2026.09.13.751332

deep learningtransformer / foundation model

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