Youngchun Kwon

Deep-learning-based inverse design model for intelligent discovery of organic molecules

Kyungdoc Kim, Seokho Kang, Jiho Yoo et al. · npj Computational Materials · 2018 · 161 citations · Full text

Natural Sciences, Chemistry, Materials Science +13

AI-driven robotic chemist for autonomous synthesis of organic molecules

Taesin Ha, Dongseon Lee, Youngchun Kwon et al. · Science Advances · 2023 · 94 citations · Full text

Engineering, Autonomous Systems, Chemical Engineering +14

Efficient learning of non-autoregressive graph variational autoencoders for molecular graph generation

Youngchun Kwon, Jiho Yoo, Youn-Suk Choi et al. · Journal of Cheminformatics · 2019 · 91 citations · Full text

Computing, Medicinal Chemistry, Computational Chemistry +15

Valid, Plausible, and Diverse Retrosynthesis Using Tied Two-Way Transformers with Latent Variables

Eunji Kim, Dongseon Lee, Youngchun Kwon et al. · Journal of Chemical Information and Modeling · 2021 · 79 citations

Computing, Chemistry, Computer Science +13

Uncertainty-aware prediction of chemical reaction yields with graph neural networks

Youngchun Kwon, Dongseon Lee, Youn-Suk Choi et al. · Journal of Cheminformatics · 2022 · 76 citations · Full text

Computing, Chemistry, Data Science +17