1 citations · 1 across the 6 of their papers we have counts for
6 papers
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…
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,…
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…
Shepherd Grid Strategy: Towards Reliable SWARM Interception
Boris Kriuk, Fedor Kriuk
Modern unmanned aerial vehicle threats require sophisticated interception strategies that can overcome advanced evasion capabilities and operate effectively in contested environmen…
ELENA: Epigenetic Learning through Evolved Neural Adaptation
Boris Kriuk, Keti Sulamanidze, Fedor Kriuk
Despite the success of metaheuristic algorithms in solving complex network optimization problems, they often struggle with adaptation, especially in dynamic or high-dimensional sea…
Deep Learning-Driven Approach for Handwritten Chinese Character Classification
Boris Kriuk, Fedor Kriuk
Handwritten character recognition (HCR) is a challenging problem for machine learning researchers. Unlike printed text data, handwritten character datasets have more variation due…