Lab directory
Choi, Seongim
Choi, Seongim
Gwangju Institute of Science and Technology (GIST) · Mechanical Engineering
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About
최성임 교수 연구실(데이터 기반 시뮬레이션 및 설계 연구실)은 GIST 기계공학부 소속으로, 데이터 기반 시뮬레이션과 설계 최적화를 연구한다. 조건부 오토인코더를 활용한 공력 유동 해석, 점군(point cloud) 기반 메시 독립형 CNN을 통한 유동장 예측, 다목적 설계 최적화를 다룬다.
Research keywords
데이터 기반 시뮬레이션 및 설계 연구실
Recent papers
- Robust scramjet inlet design via stage-wise distributed compression over wide operating envelopesAerospace Science and Technology · Sep 25
- Controller-guided multi-agent reinforcement learning for cooperative guidance and control of multi-UAV systemsNewAerospace Science and Technology · Sep 17
- Data-driven prediction of nonlinear sloshing dynamics using POD-integrated and direct LSTM/transformer architecturesOcean Engineering · Aug 12
From OpenAlex · papers whose author affiliation matches this university
Labs doing related research
Labs that recently published on topics this lab's recent papers share
Shared topic: Reinforcement Learning in Robotics
Statistical Inference Lab
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Eliciting Weak-to-Strong Generalization with On-Policy Reverse DistillationPreprintarXiv (Cornell University) · Sep 8Kim Junmo Lab
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Direct Diversity Optimization for Diverse Successful Trajectories in Preference Post-TrainingNewPreprintarXiv (Cornell University) · Sep 9Yoo Changdong Lab
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Progress-Guided Preference Generation for Aligning Generative Control PoliciesNewPreprintarXiv (Cornell University) · Oct 19
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