AI Based Framework

AI-based frameworks are being developed to automate complex tasks and improve decision-making across diverse fields. Current research focuses on integrating advanced knowledge representation (e.g., knowledge graphs), deep learning models (like ResNets), and various machine learning algorithms (including support vector machines and neural networks) within modular architectures often incorporating a central coordinating agent. These frameworks aim to enhance efficiency and accuracy in areas ranging from process engineering and biomedical image analysis to software development and satellite communication, ultimately impacting both scientific understanding and practical applications.