Научная деятельность — публикации Бориса Крюка

Полный список научных работ Бориса Крюка по искусственному интеллекту, машинному обучению и анализу данных.

  1. AlphaJet: Automated Conceptual Aircraft Synthesis via Disentangled Generative Priors and Topology-Preserving Evolutionary Search (2026)
  2. ORCA — Online Regime Correlation Analyzer (2026)
  3. PSTNet: Physically-Structured Turbulence Network (2026)
  4. POSEIDON: Physics-Optimized Seismic Energy Inference and Detection Operating Network (2026)
  5. Q-KVComm: Efficient Multi-Agent Communication via Adaptive KV Cache Compression (2025)
  6. Hybrid Physics-ML Framework for Pan-Arctic Permafrost Infrastructure Risk at Record 2.9-Million Observation Scale (2025)
  7. Shepherd Grid Strategy: Towards Reliable SWARM Interception (2025)
  8. To What Extent Can Public Equity Indices Statistically Hedge Real Purchasing Power Loss in Compounded Structural Emerging-Market Crises? An Explainable ML-Based Assessment (2025)
  9. DeepSupp: Attention-Driven Correlation Pattern Analysis for Dynamic Time Series Support and Resistance Levels Identification (2025)
  10. GeloVec: Higher Dimensional Geometric Smoothing for Coherent Visual Feature Extraction in Image Segmentation (2025)
  11. GFT: Gradient Focal Transformer (2025)
  12. Advancing Eurasia Fire Understanding Through Machine Learning Techniques (2025)
  13. ELENA: Epigenetic Learning through Evolved Neural Adaptation (2025)
  14. Smooth Attention: Improving Image Semantic Segmentation (2024)
  15. Multi-Objective Approach for Similarity Function Optimal Threshold Selection in Siamese Networks in STS Tasks (2024)
  16. Deep Learning-Driven Approach for High-Complexity Character Classification (2024)
  17. Non-Leidenfrost Levitation of a Droplet Over Liquid Surface (2021)
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наука · публикации

Научная деятельность

Монография · .pdf

Динамические Интеллектуальные Системы

Публикации

count: 17
  • 01

    AlphaJet: Automated Conceptual Aircraft Synthesis via Disentangled Generative Priors and Topology-Preserving Evolutionary Search

    2026
  • 02

    ORCA — Online Regime Correlation Analyzer

    2026
  • 03

    PSTNet: Physically-Structured Turbulence Network

    2026
  • 04

    POSEIDON: Physics-Optimized Seismic Energy Inference and Detection Operating Network

    2026
  • 05

    Q-KVComm: Efficient Multi-Agent Communication via Adaptive KV Cache Compression

    2025
  • 06

    Hybrid Physics-ML Framework for Pan-Arctic Permafrost Infrastructure Risk at Record 2.9-Million Observation Scale

    2025
  • 07

    Shepherd Grid Strategy: Towards Reliable SWARM Interception

    2025
  • 08

    To What Extent Can Public Equity Indices Statistically Hedge Real Purchasing Power Loss in Compounded Structural Emerging-Market Crises? An Explainable ML-Based Assessment

    2025
  • 09

    DeepSupp: Attention-Driven Correlation Pattern Analysis for Dynamic Time Series Support and Resistance Levels Identification

    2025
  • 10

    GeloVec: Higher Dimensional Geometric Smoothing for Coherent Visual Feature Extraction in Image Segmentation

    2025
  • 11

    GFT: Gradient Focal Transformer

    2025
  • 12

    Advancing Eurasia Fire Understanding Through Machine Learning Techniques

    2025
  • 13

    ELENA: Epigenetic Learning through Evolved Neural Adaptation

    2025
  • 14

    Smooth Attention: Improving Image Semantic Segmentation

    2024
  • 15

    Multi-Objective Approach for Similarity Function Optimal Threshold Selection in Siamese Networks in STS Tasks

    2024
  • 16

    Deep Learning-Driven Approach for High-Complexity Character Classification

    2024
  • 17

    Non-Leidenfrost Levitation of a Droplet Over Liquid Surface

    2021