Publications by authors named "Kosuke Hamazaki"

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DiffBreed: automatic differentiation enables efficient gradient-based optimization of breeding strategies.
Kosuke Hamazaki, Hiroyoshi Iwata, Koji Tsuda

Bioinformatics· November 2025

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Optimization of crossing strategy based on the usefulness criterion in interpopulation crosses considering different marker effects among populations.
Sei Kinoshita, Kengo Sakurai, Kosuke Hamazaki, Takahiro Tsusaka, Miki Sakurai

Theor Appl Genet· June 2025

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A novel genome-wide association study method for detecting quantitative trait loci interacting with complex population structures in plant genetics.
Kosuke Hamazaki, Hiroyoshi Iwata, Tristan Mary-Huard

Genetics· April 2025

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Cross potential selection: a proposal for optimizing crossing combinations in recurrent selection using the usefulness criterion of future inbred lines.
Kengo Sakurai, Kosuke Hamazaki, Minoru Inamori, Akito Kaga, Hiroyoshi Iwata

G3 (Bethesda)· November 2024

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High-Throughput Phenotyping of Soybean Biomass: Conventional Trait Estimation and Novel Latent Feature Extraction Using UAV Remote Sensing and Deep Learning Models.
Mashiro Okada, Clément Barras, Yusuke Toda, Kosuke Hamazaki, Yoshihiro Ohmori

Plant Phenomics· September 2024

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AI-assisted selection of mating pairs through simulation-based optimized progeny allocation strategies in plant breeding.
Kosuke Hamazaki, Hiroyoshi Iwata

Front Plant Sci· March 2024

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Assessing the Potential for Genome-Assisted Breeding in Red Perilla Using Quantitative Trait Locus Analysis and Genomic Prediction.
Sei Kinoshita, Kengo Sakurai, Kosuke Hamazaki, Takahiro Tsusaka, Miki Sakurai

Genes (Basel)· November 2023

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Random regression for modeling soybean plant response to irrigation changes using time-series multispectral data.
Kengo Sakurai, Yusuke Toda, Kosuke Hamazaki, Yoshihiro Ohmori, Yuji Yamasaki

Front Plant Sci· July 2023

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Bayesian optimization of multivariate genomic prediction models based on secondary traits for improved accuracy gains and phenotyping costs.
Kosuke Hamazaki, Hiroyoshi Iwata

Theor Appl Genet· January 2022

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Allelic composition of carotenoid metabolic genes in 13 founders influences carotenoid composition in juice sac tissues of fruits among Japanese citrus breeding population.
Hiroshi Fujii, Keisuke Nonaka, Mai F Minamikawa, Tomoko Endo, Aiko Sugiyama, Kosuke Hamazaki

PLoS One· July 2021

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Dissecting the Genetic Architecture of Biofuel-Related Traits in a Sorghum Breeding Population.
Motoyuki Ishimori, Hideki Takanashi, Kosuke Hamazaki, Yamato Atagi, Hiromi Kajiya-Kanegae

G3 (Bethesda)· December 2020

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Choosing the optimal population for a genome-wide association study: A simulation of whole-genome sequences from rice.
Kosuke Hamazaki, Hiromi Kajiya-Kanegae, Masanori Yamasaki, Kaworu Ebana, Shiori Yabe

Plant Genome· March 2020

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RAINBOW: Haplotype-based genome-wide association study using a novel SNP-set method.
Kosuke Hamazaki, Hiroyoshi Iwata

PLoS Comput Biol· February 2020

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