Optimization of Ni-base Superalloy Compositions using Monte Carlo Tree Search with Expansion Policy

Presentation information

Oral Session

A. New Materials Methodology for Next-Generation » [A-2] Materials Integration: Prediction and Design for Structural Materials through Data Science

Tue. Dec 14, 2021 1:30 PM - 3:30 PM Room P (G317)

Chair: Junya Inoue (The University of Tokyo)

2:55 PM - 3:10 PM

*Sae Dieb¹, Yoshiaki Toda¹, Masahiko Demura¹ (1. Nat'l. Inst. for Mat. Sci. (Japan))

Keywords:Ni-base superalloy, composition optimization, Monte Carlo tree search, neural network

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