Author

Kanghyeon Kim

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Preprint Aug 2026

Quantics tensor cross interpolation for high-order strong-coupling expansions

Compared with the previously used scale-separated approach, the new scheme yields substantially lower bond dimensions and capacitates self-consistent steady-state DMFT calculations up to fourth order and analyzes the convergence of the strong-coupling expansion in the challenging noninteracting limit by computing diagr...

Kanghyeon Kim, Lei Geng, Philipp Werner et al. · 0 citations

Open access Aug 2026

Hierarchical discrete representations for coarse-to-fine protein conformation generation

This work proposes a novel approach that learns hierarchical discrete representations of protein structures using vector quantization, and outperforms state-of-the-art models such as ESMDiff across challenging benchmark datasets, including BPTI MD trajectories and conformational-changing pairs.

Seokjun On, Yujin Jeong, Kanghyeon Kim et al. · Bioinformatics · 0 citations