Zobrazeno 1 - 10
of 212
pro vyhledávání: '"Kutsukake, Kentaro"'
Level set estimation (LSE), the problem of identifying the set of input points where a function takes value above (or below) a given threshold, is important in practical applications. When the function is expensive-to-evaluate and black-box, the \tex
Externí odkaz:
http://arxiv.org/abs/2408.03144
Autor:
Hozumi, Shota, Kutsukake, Kentaro, Matsui, Kota, Kusakawa, Syunya, Ujihara, Toru, Takeuchi, Ichiro
In material characterization, identifying defective areas on a material surface is fundamental. The conventional approach involves measuring the relevant physical properties point-by-point at the predetermined mesh grid points on the surface and dete
Externí odkaz:
http://arxiv.org/abs/2304.01404
Publikováno v:
In Journal of Crystal Growth 1 January 2025 649
Autor:
Kusakawa, Shunya, Takeno, Shion, Inatsu, Yu, Kutsukake, Kentaro, Iwazaki, Shogo, Nakano, Takashi, Ujihara, Toru, Karasuyama, Masayuki, Takeuchi, Ichiro
Publikováno v:
Neural Computation (2022) 34 (12): 2408-2431
Complex processes in science and engineering are often formulated as multistage decision-making problems. In this paper, we consider a type of multistage decision-making process called a cascade process. A cascade process is a multistage process in w
Externí odkaz:
http://arxiv.org/abs/2111.08330
Autor:
Nakanishi, Yuki, Kutsukake, Kentaro, Dang, Yifan, Harada, Shunta, Tagawa, Miho, Ujihara, Toru
Publikováno v:
In Journal of Crystal Growth 1 April 2024 631
Autor:
Kutsukake, Kentaro
Publikováno v:
In Journal of Crystal Growth 15 March 2024 630
Autor:
Matsui, Kota, Kusakawa, Shunya, Ando, Keisuke, Kutsukake, Kentaro, Ujihara, Toru, Takeuchi, Ichiro
In this paper, we propose an active learning method for an inverse problem that aims to find an input that achieves a desired structured-output. The proposed method provides new acquisition functions for minimizing the error between the desired struc
Externí odkaz:
http://arxiv.org/abs/1911.03671
Akademický článek
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Autor:
Sato, Rikuya1 (AUTHOR) sato.r@unno.material.nagoya-u.ac.jp, Kutsukake, Kentaro2 (AUTHOR) kentaro.kutsukake@riken.jp, Harada, Shunta1,3 (AUTHOR), Tagawa, Miho1,3 (AUTHOR), Ujihara, Toru1,3 (AUTHOR)
Publikováno v:
Advanced Theory & Simulations. Sep2023, Vol. 6 Issue 9, p1-8. 8p.
Publikováno v:
In Journal of Crystal Growth 15 April 2022 584