(Including but not limited to the following topics)
Topic 1: Architectural Design
Parametric Design
Generative Design
Building Form Optimization
Performance-driven Design
Solar Radiation and Energy Consumption Simulation
Natural Ventilation Design
Green Building Assessment
Building Information Modeling
Spatial Syntax Analysis
Sustainable Architectural Design
Climate Adaptive Architecture
Digital Construction Nodes
Building Skin Design
Function Layout Optimization
Human Factors Engineering Application
Topic 2: Optimization Algorithms
Application of Genetic Algorithm
Particle Swarm Optimization
Simulated Annealing Algorithm
Ant Colony Algorithm
Multi-objective Optimization
Topology Optimization
Size Optimization
Constraint Optimization
Parallel Computing Optimization
Meta-heuristic Algorithm
Gradient Descent Method
Bayesian Optimization
Mixed Integer Programming
Response Surface Method
Comparison of Optimization Algorithms
Topic 3: Engineering Management
Construction Schedule Control
Cost Estimation and Control
Quality and Safety Supervision
Contracts and Risk Management
Supply Chain Procurement Management
Resource Balanced Allocation
Construction Site Scheduling
Labor Efficiency Analysis
Life Cycle Assessment
Engineering Quantity List Pricing
Change Management Process
Management Maturity Evaluation
Information Collaboration Platform
Safety Management System
Sustainable Construction Management