H. Fukuoka

A Generalized Framework of Multifidelity Max-Value Entropy Search Through Joint Entropy

I. Takeuchi, Masayuki Karasuyama, T. Koyama, 2022, Neural Computation.

Breakdown Trade-Off Relation of Mechanical Properties via Micro-alloying in Mg–Mn Alloys

Ashutosh Kumar Singh, H. Somekawa, H. Fukuoka, 2022, Metallurgical and Materials Transactions A.

Multi-fidelity Bayesian Optimization with Max-value Entropy Search

Ichiro Takeuchi, Masayuki Karasuyama, Motoki Shiga, 2019, ICML.

Learning of Soccer player agents using a policy gradient method: Pass selection

Harukazu Igarashi, Seiji Ishihara, Hitoshi Fukuoka, 2010 .

Estimation of material parameters based on precipitate shape: efficient identification of low-error region with Gaussian process modeling

Masayuki Karasuyama, Yuhki Tsukada, Toshiyuki Koyama, 2019, Scientific Reports.

Cost-effective search for lower-error region in material parameter space using multifidelity Gaussian process modeling pdf

Masayuki Karasuyama, Yuhki Tsukada, Shion Takeno, 2020, Physical Review Materials.