Author

Cheong-Gi Kim

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Open access Sep 2026

Monetary Debasement and Equity Tail Risk: Scenario Generation via Global/Local Conditioning on Macroeconomic Paths

Unconventional monetary policy, which became routine through the global financial crisis and the COVID-19 pandemic, has sustained debate over the erosion of monetary purchasing power and over asset inflation. Because capital markets record only what actually happened, however, data on tail risk in response to monetary...

H. Chung, Sangjin Kim, Cheong-Gi Kim · Mathematics · 0 citations

Open access 2026

XGMR: Detector-Free RGB-Thermal Image Registration With Geometric Inductive Bias

RGB-thermal image registration is essential for multi-sensor perception, yet accurate alignment remains difficult because RGB and thermal images differ substantially in appearance, gradient structure, and noise characteristics. Even fine-tuning a strong detector-free matcher like LoFTR on cross-modal pairs produces no...

Jong Il Park, Cheong-Gi Kim · IEEE Access · 0 citations

Open access Sep 2026

Machine Learning Post-Processing of Atmospheric River Persistence Forecasts: A Pre-Trained Tabular Transformer Across Mid-Latitude West Coasts

Atmospheric river (AR)-driven flooding is a natural hazard that causes severe damage in many regions, and the damage escalates sharply once an AR persists beyond a certain duration. Existing studies and numerical weather prediction models, however, have focused mainly on AR occurrence and on the intensity of integrated...

H. Chung, Cheong-Gi Kim · Water · 0 citations