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Summary & Details

Highly Efficient and Reliable CFD Using Combination of Simulation and Machine Learning

シミュレーションと機械学習の融合による高効率・高信頼 CFD

Delivery: Available on this site

Format: PDF

Price: Non-members (tax incl.)：￥1,100 Members (tax incl.)：￥880

Publication code: 20244759

Paper/Info type: Forum Text (Online)

No.24-W4

Pages: 1-19(Total 19 p)

Date of publication: Jan 2025

Publisher: JSAE

Language: Japanese

Event: JSAE Forum 2024 (Winter)

Detailed Information

Category(J)	PPT資料 Translation
Category(E)	PPT slides
Author(J)	1) 堀江正信
Author(E)	1) Masanobu Horie
Affiliation(J)	1) 株式会社RICOS
Affiliation(E)	1) RICOS Co. Ltd.
Abstract(J)	近年では機械学習を用いてシミュレーションを高速化する取り組みが盛んになってきているが、複雑な物理現象においては純粋なデータ駆動のアプローチのみでは信頼性の高い予測が行いにくい。そこで本講演では、シミュレーションの手法を融合させることで信頼性を高めた機械学習手法について紹介する。 Translation

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