Welcome to EIS Lab

At the Explainable Intelligent Systems Laboraotry (EIS Lab), we are dedicated to advancing the boundaries of artificial intelligence and machine learning in industrial applications.
Our mission is to create intelligent systems that are not only powerful but also transparent, explainable, and tailored to real-world needs.
Whether you’re an academic, industry professional, or student, we invite you to explore our work and join us in building the future of human-centered AI.

Different types of XAI methods to uncover the decision mechanisms of black-box machine learning methods.

About Us

The Explainable Intelligent Systems (EIS) Laboratory at Seoul National University of Science and Technology (SeoulTech) is committed to pioneering research in Explainable Artificial Intelligence (XAI) applied but not limited to: smart manufacturing and smart energy systems.

Our work aims to bridge the gap between complex AI technologies and the practical needs of industries, enabling trustworthy, actionable insights for decision-making.

We specialize in:

• Explainable AI (XAI): Enhancing the transparency of predictive models.
• Human-Centered Design: Developing systems that prioritize the needs of diverse users.
• Smart Manufacturing: Applying AI to optimize quality and operations.
• Energy Systems: Predicting and managing renewable energy generation and battery health.

Our vision is to empower industries with innovative, transparent, and sustainable AI solutions.