Hiroyoshi Iwata

22PUBLICATIONS
38CO-AUTHORS
Computational complexity and computabilityGenetically modified treesGene expression (incl. microarray and other genome-wide approaches)Plant cell and molecular biologyAgricultural molecular engineering of nucleic acids and proteins
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Publications (22)

|Apr 20, 2026
ConvCGP: A convolutional neural network to predict genetic values of agronomic traits from compressed genome-wide polymorphisms.

|Mar 13, 2026
Haplotype bias detection using pedigree-based transmission simulation: traces of selection that occurred in apple breeding.

Hideto Mochizuki, Mai F Minamikawa, Kosuke Hamazaki

|Mar 05, 2026
Integration of proxy intermediate omics traits into a nonlinear two-step model for accurate phenotypic prediction.

Hayato Yoshioka, Tristan Mary-Huard, Julie Aubert

|Jan 10, 2026
Reciprocal BLUP: A Predictability-Guided Multi-Omics Framework for Plant Phenotype Prediction.

Hayato Yoshioka, Gota Morota, Hiroyoshi Iwata

|Oct 23, 2025
DiffBreed: automatic differentiation enables efficient gradient-based optimization of breeding strategies.

Kosuke Hamazaki, Hiroyoshi Iwata, Koji Tsuda

|Jun 19, 2025
Optimization of crossing strategy based on the usefulness criterion in interpopulation crosses considering different marker effects among populations.

Sei Kinoshita, Kengo Sakurai, Kosuke Hamazaki

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Frequent Collaborators

8 joint publications

Kosuke Hamazaki

4 joint publications

Akito Kaga

4 joint publications

Kengo Sakurai

3 joint publications

Yusuke Toda