Publication

[S1]  Y. Kang#, H. Park#, B. Smit, and J. Kim*

A multi-modal pre-training transformer for universal transfer learning in metal–organic frameworks

Nature Machine Intelligence,  2023

[S2]  Y. Kang and J. Kim*

ChatMOF: an artificial intelligence system for predicting and generating metal-organic frameworks using large language models

Nature Communications,  2024

[S3]  Y. Kang#, W. Lee#, T. Bae#, S. Han, H. Jang, and J. Kim*

Harnessing Large Language Models to Collect and Analyze Metal–Organic Framework Property Data Set

Journal of the American Chemical Society,  2025

[S4]  H. Park#, Y. Kang#, and J. Kim*

Enhancing Structure–Property Relationships in Porous Materials through Transfer Learning and Cross-Material Few-Shot Learning

ACS Applied Materials & Interfaces,  2023

[S5]  S. Han#, Y. Kang#, T. Bae, V. Bernales, A. Aspuru-Guzik*, J. Kim*

EGMOF: Efficient Generation of Metal-Organic Frameworks Using a Hybrid Diffusion-Transformer Architecture

Arxiv,  2026