International Journal of Creative and Open Research in Engineering and Management
Multi-Scale Supply-Chain Intelligence through AI, FKF Spectral Analysis, and Quantum Optimization
Global supply chains now fail in coupled ways: demand shocks travel with lead-time resonance, cyber events travel with physical delays, and energy-system constraints travel with freight capacity. Artificial intelligence is widely proposed as the instrument that turns those couplings into forecasts and then into mitigation. This paper reconstructs a systematic-style review, a conceptual framework, and a research agenda from a closed corpus of twenty-five publications spanning digital twins, green logistics analytics …