Research field (2)：
Biological, health, and medical informatics
, Mathematical informatics
Research keywords (2)：
バイオインフォマティクス
, 時系列解析
Research theme for competitive and other funds (6)：
2023 - 2028 Development of deconvolution method for bulk RNA-Seq by conditional variational autoencoder
2023 - 2028 Estimation of environment response function for genes driving BVOC emission phenology
2023 - 2028 Support activities to promote plant-climate feedbacks
2023 - 2026 How should cultivation activities in school gardens adapt to climate change?
2020 - 2023 Development of cultivation learning program for traditional crop varieties by a data-driven approach
2017 - 2020 不確実環境下における栽培条件のベイズ的最適化
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Papers (22)：
Dan Eiju, Yoichi Hashida, Taro Maeda, Koji Iwayama, Atsushi J Nagano. Simulation study of factors affecting the accuracy of transcriptome models under complex environments. Plant molecular biology. 2025. 115. 2. 52-52
Haruki Nishio, Koji Iwayama, Hiroshi Kudoh. Duration of cold exposure defines the rate of reactivation of a perennial FLC orthologue via H3K27me3 accumulation. Scientific Reports. 2020. 10. 1
Haruki Nishio, Diana M. Buzas, Atsushi J. Nagano, Koji Iwayama, Masayuki Ushio, Hiroshi Kudoh. Repressive chromatin modification underpins the long-term expression trend of a perennial flowering gene in nature. Nature Communications. 2020. 11. 1
