Search Results for author: Dongju Shin

Found 3 papers, 0 papers with code

Performance Comparison of Design Optimization and Deep Learning-based Inverse Design

no code implementations23 Aug 2023 Minyoung Jwa, Jihoon Kim, Seungyeon Shin, Ah-hyeon Jin, Dongju Shin, Namwoo Kang

Surrogate model-based optimization has been increasingly used in the field of engineering design.

Topology Optimization via Machine Learning and Deep Learning: A Review

no code implementations19 Oct 2022 Seungyeon Shin, Dongju Shin, Namwoo Kang

Topology optimization (TO) is a method of deriving an optimal design that satisfies a given load and boundary conditions within a design domain.

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