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2026

Spectral coefficient learning via operator networks for inverse problems of parametric partial differential equations

Engineering Applications of Artificial Intelligence

Myeong-Su Lee, Taehyun Yun, Youngjoon Hong, Namjung Kim 

2026

Largest similar copies of convex polygons in polygonal domains

Theoretical Computer Science

Taekang Eom, Seungjun Lee, Hee-Kap Ahn

2026

PHLP: Sole persistent homology for link prediction - interpretable feature extraction

Neurocomputing

Junwon You, Eunwoo Heo, Jae-Hun Jung

2026

Stellar spectral classification using convolutional neural networks on objective prism plates

Astronomy and Computing

Seungwan Han, Wonseok Kang, Jae-Hun Jung

2026

Learning time-dependent PDE via graph neural networks and deep operator network for robust accuracy on irregular grids

Journal of Computational Physics

Sung Woong Cho;Jae Yong Lee, Hyung Ju Hwang

2026

MBNO: Mamba-based neural operators for solving partial differential equations

Journal of Computational Physics

Namkyeong Cho, Junseung Ryu, Hyung Ju Hwang

2025

Instance-Dependent Fixed-Budget Pure Exploration in Reinforcement Learning

The Exploration in AI Today Workshop at ICML 2025

Yeongjong Kim, Yeoneung Kim, Kwang-Sung Jun

2025

Farthest-Point Voronoi Diagrams in the Hilbert Metric

Leibniz International Proceedings in Informatics, LIPIcs

Minju Song, Mook Kwon Jung, Hee-Kap Ahn

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