Woo Youn H E M Kim

Woo Youn H E M Kim is a Professor in the Department of CHEM at KAIST. Their research focuses on Intelligent Chemistry Lab, integrating PHY and MAT. They are affiliated with KAIST and contribute to academic research in these areas.

Woo Youn Kim is a Professor of Chemistry and Graduate School of Data Science at KAIST, specializing in Deep Learning, Computational Chemistry, Chemical Informatics, and Machine Learning. Their research focuses on leveraging computational methods to advance chemical and materials science, including molecular design, drug-target interaction prediction, and nanotechnology applications. Kim's work integrates deep learning models with quantum chemistry to predict molecular properties, reaction paths, and electronic behaviors. They have contributed to the development of graph-based generative models for de novo molecular design and physics-informed neural networks for drug discovery. Research also explores nanoscale phenomena, such as self-assembly and spintronic devices, with applications in energy storage and molecular electronics.