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2025

Deep reinforcement learning for optimal design of compliant mechanisms based on digitized cell structures

Engineering Applications of Artificial Intelligence

Yejun Choi, Yeoneung Kim, Keun Park

2025

Global existence versus finite time blowup dichotomy for the dispersion managed NLS

Nonlinear Analysis, Theory, Methods and Applications

Mi-Ran Choi, Younghun Hong, Young-Ran Lee

2025

Universal embedding for pre-trained models and data bench

Neurocomputing

Namkyeong Cho, Taewon Cho, Jaesun Shin, Eunjoo Jeon, Taehee Lee

2025

Largest unit rectangles inscribed in a convex polygon

Computational Geometry: Theory and Applications

Jaehoon Chung, Sang Won  Bae, Chan-Su Shin, Sang Duk Yoon, Hee-Kap Ahn

2025

Minimum Convex Hull and Maximum Overlap of Two Convex Polytopes

Proceedings of the 2025 Annual ACM-SIAM Symposium on Discrete Algorithms (SODA)

Mook Kwon Jung, Seokyun Kang, Hee-Kap Ahn

2024

Estimating the distribution of parameters in differential equations with repeated cross-sectional data

PLOS Computational Biology

Hyeontae Jo ,Sung Woong Cho, Hyung Ju Hwang 

2024

Stochastic-Constrained Stochastic Optimization with Markovian Data

Journal of Machine Learning Research

Yeongjong Kim, Dabeen Lee

2024

An adaptive dual-level reinforcement learning approach for optimal trade execution

Expert systems with applications

Soohan Kim, Jimyeong Kim, Hong Kee Sul, Youngjoon Hong

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