1 citations · 1 across the 2 of their papers we have counts for
2 papers
math.OC2023
Performance Comparison of Design Optimization and Deep Learning-based Inverse Design
Minyoung Jwa, Jihoon Kim, Seungyeon Shin +3
Surrogate model-based optimization has been increasingly used in the field of engineering design. It involves creating a surrogate model with objective functions or constraints bas…
cs.LG2022★ 1 cited
Deep Learning-Based Inverse Design for Engineering Systems: Multidisciplinary Design Optimization of Automotive Brakes
Seongsin Kim, Minyoung Jwa, Soonwook Lee +2
The braking performance of the brake system is a target performance that must be considered for vehicle development. Apparent piston travel (APT) and drag torque are the most repre…