Научная деятельность — публикации Бориса Крюка

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

Монография

Artificial Adaptive Intelligence: The Missing Stage Between Narrow and General Intelligence (arXiv:2605.16844, 2026)

Публикации

  1. Korzhinskii-Net: Physics-Informed Neural Network for Sub-Surface Mineral Prospectivity Modelling (2026)
  2. Price-Discovery Admissibility in Tokenized Fixed Income: Identification, Affine Characterization, and the Structure of the Token-to-Fiat Mapping (2026)
  3. AlphaJet: Automated Conceptual Aircraft Synthesis via Disentangled Generative Priors and Topology-Preserving Evolutionary Search (2026)
  4. ORCA — Online Regime Correlation Analyzer (2026)
  5. PSTNet: Physically-Structured Turbulence Network (2026)
  6. POSEIDON: Physics-Optimized Seismic Energy Inference and Detection Operating Network (2026)
  7. Q-KVComm: Efficient Multi-Agent Communication via Adaptive KV Cache Compression (2025)
  8. Hybrid Physics-ML Framework for Pan-Arctic Permafrost Infrastructure Risk at Record 2.9-Million Observation Scale (2025)
  9. Shepherd Grid Strategy: Towards Reliable SWARM Interception (2025)
  10. 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)
  11. DeepSupp: Attention-Driven Correlation Pattern Analysis for Dynamic Time Series Support and Resistance Levels Identification (2025)
  12. GeloVec: Higher Dimensional Geometric Smoothing for Coherent Visual Feature Extraction in Image Segmentation (2025)
  13. GFT: Gradient Focal Transformer (2025)
  14. Advancing Eurasia Fire Understanding Through Machine Learning Techniques (2025)
  15. ELENA: Epigenetic Learning through Evolved Neural Adaptation (2025)
  16. Smooth Attention: Improving Image Semantic Segmentation (2024)
  17. Multi-Objective Approach for Similarity Function Optimal Threshold Selection in Siamese Networks in STS Tasks (2024)
  18. Deep Learning-Driven Approach for High-Complexity Character Classification (2024)
  19. 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: 19
  • 01

    Korzhinskii-Net: Physics-Informed Neural Network for Sub-Surface Mineral Prospectivity Modelling

    2026
  • 02

    Price-Discovery Admissibility in Tokenized Fixed Income: Identification, Affine Characterization, and the Structure of the Token-to-Fiat Mapping

    2026
  • 03

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

    2026
  • 04

    ORCA — Online Regime Correlation Analyzer

    2026
  • 05

    PSTNet: Physically-Structured Turbulence Network

    2026
  • 06

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

    2026
  • 07

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

    2025
  • 08

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

    2025
  • 09

    Shepherd Grid Strategy: Towards Reliable SWARM Interception

    2025
  • 10

    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
  • 11

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

    2025
  • 12

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

    2025
  • 13

    GFT: Gradient Focal Transformer

    2025
  • 14

    Advancing Eurasia Fire Understanding Through Machine Learning Techniques

    2025
  • 15

    ELENA: Epigenetic Learning through Evolved Neural Adaptation

    2025
  • 16

    Smooth Attention: Improving Image Semantic Segmentation

    2024
  • 17

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

    2024
  • 18

    Deep Learning-Driven Approach for High-Complexity Character Classification

    2024
  • 19

    Non-Leidenfrost Levitation of a Droplet Over Liquid Surface

    2021