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cs.CE2026
ORCA -- Online Regime Correlation Analyzer
Boris Kriuk, Fedor Kriuk
Standard risk models reduce the rich dependence structure of financial markets to scalar volatility estimates, discarding the topological information encoded in cross-asset correla…
cs.LG2026
PSTNet: Physically-Structured Turbulence Network
Boris Kriuk, Fedor Kriuk
Reliable real-time estimation of atmospheric turbulence intensity remains an open challenge for aircraft operating across diverse altitude bands, particularly over oceanic, polar,…
cs.LG2026★ 1 cited
POSEIDON: Physics-Optimized Seismic Energy Inference and Detection Operating Network
Boris Kriuk, Fedor Kriuk
Earthquake prediction and seismic hazard assessment remain fundamental challenges in geophysics, with existing machine learning approaches often operating as black boxes that ignor…