AXIS Lab is launched
A new research group for industrial AI, intelligent manufacturing, and AI-assisted materials and process design.
Research Laboratory · Established 2026
AX In chemical engineering Systems
AXIS Lab develops reliable and practical AI for chemical processes, materials development, and manufacturing systems. We connect AI with engineering knowledge to predict, design, optimize, and automate real-world systems.
Announcement
We are building the interdisciplinary team .
Graduate students and researchers
Prospective M.S./Ph.D. students, undergraduate interns, and postdoctoral researchers are welcome to contact us.
01
What we do
Research Field
01
Industrial AI & AX
AI models and decision-support systems built from noisy, sparse, real-world industrial data.
Learn more → 02Smart Manufacturing
Reduced-order models, digital twins, monitoring, optimization, and control for manufacturing systems.
Learn more → 03AI for Materials
Property prediction, interpretable molecular representations, and inverse design for catalysts, solvents, absorbents, and composites.
Learn more → 04System Optimization
Data-driven optimization for chemical and manufacturing systems.
Learn more →
02
Research profile
Research Achievements
20
Journal articles
13
First / co-first author
9
Research projects
3
Patent applications
From industrial data to engineering decisions
Our work is shaped by practical problems from chemical plants, materials development, battery, and manufacturing systems. The goal is not only an accurate model, but a model that can be understood, robust, and reliable.
Hanyang University
University College London
GS Caltex
Doosan Enerbility
Samsung E&A
KITECH
Temperature-conditioned molecular representation for organic solubility prediction
Chemical Enigeering Journal
Novel inverse predictive system integrated with industrial lubricant information
Engineering Applications of Artificial Intelligence
Multiobjective optimization of CO₂ emission and net profit for a naphtha cracking furnace
ACS Sustainable Chemistry & Engineering
Open positions
Join AXIS Lab
We welcome people who want to apply AI to meaningful chemical engineering and manufacturing problems.