JM Kim Research Group
  • Prof.Jae-Min Kim
  • Research
  • Member
  • News
  • Photos
  • Publications
  • Contact

WE USE AI AND MODELING TO UNDERSTAND AND IMPROVE OLEDs


We advance organic optoelectronic materials and devices using AI, simulation, and big data technologies.

By integrating organic chemistry, semiconductor/optical physics, and device science, we quantify key properties—e.g., density of states, trap coefficients, and exciton dynamics.

Building on this, we develop applied models (optical & max-EQE simulation, impedance, transient PL/EL, drift–diffusion, and degradation models) to explain OLED electro-optical behavior and lifetime.

We also create domain-informed AI, including molecule-generating models, aiming for automated, intelligence-driven R&D beyond human analytical limits.


Share on:

LinkedIn

Previous post:

DEEP LEARNING & ORGANICS PHOTONICS GROUP

Next post:

WELCOME YOUR APPLICATION
JM Kim Research Group
Copyright © Prof. Jae-Min Kim, All Rights Reserved.