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2025

Approximate Thompson Sampling for Learning Linear Quadratic Regulators with O(√T ) Regret

Proceedings of 7th Annual Learning for Dynamics and Control, PMLR

Yeoneung Kim, Gihun Kim, Jiwhan Park, Insoon Yang

2025

Dynamical billiard and a long-time behavior of the Boltzmann equation in general 3D toroidal domains

Tunisian Journal of Mathematics

2025

On the Large Amplitude Solution of the Boltzmann equation with Large External Potential and Boundary Effects

Journal of Statistical Physics

2025

Hamilton–Jacobi based policy-iteration via deep operator learning

Neurocomputing

Jae Yong Lee, Yeoneung Kim

2025

Acceleration of grokking in learning arithmetic operations via Kolmogorov–Arnold representation

Neurocomputing

Yeachan Park, Minseok Kim, Yeoneung Kim

2025

Parallel line centers with guaranteed separation

Computational Geometry: Theory and Applications

Chung, Chaeyoon, Ahn, Taehoon, Bae, Sang Won, Ahn, Hee-Kap

2025

Enhancing Fourier Neural Operators with CNNs architectures: Pooling, groupwise convolution and inverted block

Neurocomputing

Park, Seungtae, Jeon, Heejoon, Hwang, Hyung Ju

2025

Classification of ancient flows by sub-affine-critical powers of curvature in R2

Journal of Functional Analysis

Choi, Kyeongsu, Sun, Liming

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