Omata Noriyasu

オマタノリヤス | Omata Noriyasu

Affiliation and department：
Research theme for competitive and other funds (2)：

2020 - 2023 演繹的アプローチと帰納的アプローチを用いた振動燃焼の縮約モデル開発と予知
2020 - 2023 Optimum placement of measurement sensors based on physical causal relationship

Papers (9)：

Noriyasu Omata, Daiwa Satoh, Seiji Tsutsumi, Kaname Kawatsu, Masaharu Abe. Model-based supervised sensor placement optimization to detect propellant leak in a liquid rocket engine. ACTA ASTRONAUTICA. 2022. 195. 234-242
Noriyasu Omata, Seiji Tsutsumi. Causal Analysis of Flowfields Using Clustering Entropy. AIAA JOURNAL. 2020. 58. 12. 5472-5477
Noriyasu Omata, Daiwa Satoh, Seiji Tsutsumi, Kaname Kawatsu, Masaharu Abe. Efficient sensor placement for health management of a rocket engine using monte carlo simulation. Proceedings of the Annual Conference of the Prognostics and Health Management Society, PHM. 2020. 12. 1
Daiwa Satoh, Noriyasu Omata, Miki Hirabayashi, Seiji Tsutsumi, Kaname Kawatsu, Masaharu Abe. Integrating model-based and data-driven simulator for health management of a reusable rocket engine. Proceedings of the Annual Conference of the Prognostics and Health Management Society, PHM. 2020. 12. 1
Noriyasu Omata, Susumu Shirayama. A novel method of low-dimensional representation for temporal behavior of flow fields using deep autoencoder. AIP ADVANCES. 2019. 9. 1

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