KIST Europe

Leader

Deputy Group Leader
Dr. Young Jun Kim

Tel: +49 (0)681-9382 327

Email :

Objectives

Smart convergence group is pursuing to improve the efficiency and the effectiveness in model-based prediction methods using artificial intelligence in various engineering fields. Our research is ranging from the scientific to the practical, where artificial intelligence is not yet widely applied, but potential to enhance the performance.

R&D Fields

1. Deep Learning Applications

- Toxicity prediction: QSAR and behavior patterns in the non-animal testing

- Cell and medical image segmentation

- Motor faults diagnosis and prognosis

- Worker's intensity recognition in the collaborative robotics

2. Data augmentation in data imbalance

- Generative Adversarial Networks for the minority class augmentation

- Feature augmentation with interpretable machine learning

Research Area

Members