Vulnerability assessment

  1. Graph neural networks identified flood-vulnerable river segments
    Graph neural network framework for assessing flood vulnerability in river basins. Identifies high-risk segments and flood-prone sub-basins by combining hydrological attributes with network topology.
  2. Adaptive BPM system showed cost and security gains for SMEs
    Adaptive BPM system for SMEs integrates machine learning and serverless architecture with cybersecurity, reducing operational costs by 25-30% and improving adaptability by 35-40% in developing.
  3. GEOPOLITICAL RISK ASSESSMENT IN AVIATION: MANAGERIAL STRATEGIES FOR AIRPORT RESILIENCE
    Geopolitical risk assessment in aviation: analysis of armed conflict, sanctions, and cyber threats impacting international airport resilience and management strategies.