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R. Korea

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Preprint Sep 2026

Charged-particle topology reconstruction with an in-liquid SiPM array

Liquid scintillator detectors instrumented with photosensors inside the scintillation volume preserve local optical information that is largely lost in conventional boundary-readout geometries. We demonstrate that this information is sufficient for charged-particle topology reconstruction using a sparse three-dimension...

H. Kimku, J. Chung, C. Ha et al. · 1 citation
Preprint Aug 2026

Recovering Nonlinear Functions of Latent Variables: A Plausible-Value Neural Network Framework

When factor scores replace true latent scores in nonlinear prediction, measurement error attenuates the recoverable variance of any $k$th-order component of the regression function by $\rho^k$ -- the $k$th power of the score's coefficient of determination -- for any linear score type. This study derives the bound via H...

E. Song, Sehee Hong Department of Education, Korea University et al. · 0 citations
Preprint Sep 2026

A memory-information window in finite-duration quantum control

Environmental noise is a major source of decoherence and errors in quantum systems. In a non-Markovian environment, the noise has a finite correlation time, and the system can retain information about its previous interactions with the environment. Here, we investigate how such environmental memory can be observed thro...

Doyeol Ahn Department of Electrical, Computer Engineering, University of Seoul et al. · 0 citations
Preprint Aug 2026

Unleashing the Power of Text: Text-Guided Flow Matching for Image Fusion under Complex Degradations

TGFusion is proposed, a text-guided latent-space flow matching framework that unifies degradation suppression and cross-modal fusion and achieves superior or competitive performance in perceptual quality, image naturalness, structural-detail preservation, and infrared-saliency retention, while remaining robust across d...

Axi Niu, Jiehua Li, Kang Zhang et al. · 0 citations

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