◕ Artificial Intelligence Foundations and Algorithms

Large Language Models and Foundation Models

Optimization of Transformer and Efficient AI ArchitecturesTransformer 

Deep Reinforcement Learning Algorithms

Graph Neural Networks and Structured Learning

Multimodal Learning and Cognitive AI Models

Neural-Symbolic Reasoning and Hybrid Intelligence

Self-Supervised and Representation Learning

Swarm Intelligence and Multi-Agent Systems

AI Security, Robustness, and Adversarial LearningAI

Interpretability and Explainability of AI Models

◕ AI-Driven Generative Design and Computational OptimizationAI

AI-Based Generative Design Algorithms

Physics-Informed and Constraint-Aware Generative Models

Topology Optimization and Structural Generative Design

Learning-Based Design Space Exploration

Automatic Generation of Lightweight and High-Performance Structures

Generative Design for Additive Manufacturing and Fabrication

Algorithmic Toolpath and Process Generation

Computational Generative Design of Materials and Microstructures

Performance-Driven Generative Design Optimization

◕ Intelligent Design Systems and Human–AI Co-Creation

Intelligent Design Automation Systems

Human–AI Collaborative and Co-Creative Design

Generative Design for Digital Twins

Multidisciplinary and Multi-Objective Design Optimization

AI-Driven Design Decision Support SystemsAI 

Generative Design for Robotics and Embodied Systems

Multimodal Interaction in Intelligent Design Systems

Scalable and Cloud-Based Generative Design Platforms