Industrial AI Laboratory

AI4Eng Academic Club

AI4Eng Academic Club 1.0

공학인공지능 연구회

IAI Lab introduces the AI4Eng Academic Club, an initiative group to bridge the gap between artificial intelligence (AI) and the field of mechanical engineering. The AI4Eng Academic Club is established with the vision of empowering undergraduates in the field of engineering to explore the vast potential of AI and further to possibly gain research opportunities in the IAI Lab at Chung-Ang University. Members will have the opportunity to enrich their understanding about AI fundamentals and engage in hands-on AI experiences.

Detailed Topics

SessionTopics
Session 1
AI Fundamentals & Artificial Neural Nets (ANNs)
Session 2
Artificial Neural Nets (ANNs) - Advanced
Session 3
Imaging Processing & Convolution Neural Nets  (CNNs)
Session 4
Convolutional Neural Nets (CNNs) - Advanced
Session 5
Autoencoders
Session 6
Explainable AI (xAI) Methods
Session 7
Generative Adversarial Nets (GANs)
Session 8
Sequence Modeling & Recurrent Neural Nets (RNNs)
Session 9
Deep Learning for Anomaly Detection
Session 10
Future Directions & Engineering Perspectives

Detailed Topics

Session
Topics
Session 1
AI Fundamentals & 
Artificial Neural Nets
Session 2
Artificial Neural Nets
- Advanced
Session 3
Imaging Processing & 
Convolutional Neural Nets
Session 4
Convolutional Neural Nets 
- Advanced
Session 5
Autoencoders
Session 6
Explainable AI (xAI) Methods
Session 7
Generative Adversarial Nets
Session 8
Sequence Modeling & 
Recurrent Neural Nets
Session 9
Deep Learning for 
Anomaly Detection
Session 10
Future Directions & 
Engineering Perspectives

Members