Concepedia

Bumju Kwak

BK

Statistics

Publications

4

Citations

106

H-Index

4

Active since

2017

Affiliations

Seoul National University(Current)

Seoul National University of Science and Technology

Bumju Kwak is an author at Seoul National University specializing in chemistry, molecular property prediction, and deep learning.

Top concepts

ChemistryEngineeringData ScienceDeep LearningMachine LearningMolecular Property PredictionMedicineBiophysicsPharmacologyBioinformatics

Publications per year

2017–2023

4

Publications

4

The message passing neural networks for chemical property prediction on SMILES

Jeonghee Jo, Bumju Kwak, Hyun-Soo Choi et al. · Methods · 2020 · 60 citations · Full text

Artificial Intelligence, Geometric Learning, Engineering +21

Catalytic Electron Transfer at Nanoporous Indium Tin Oxide Electrodes

Minjee Seo, Je Hyun Bae, Dae Woong Hwang et al. · Electrochimica Acta · 2017 · 19 citations

Surface Electrochemistry, Catalytic Electron Transfer, Chemistry +2

Flexible Dual-Branched Message-Passing Neural Network for a Molecular Property Prediction

Jeonghee Jo, Bumju Kwak, Byunghan Lee et al. · ACS Omega · 2022 · 16 citations · Full text

Geometric Learning, Engineering, Machine Learning +18

GeoT: A Geometry-Aware Transformer for Reliable Molecular Property Prediction and Chemically Interpretable Representation Learning

Bumju Kwak, Ji‐Won Park, Tae-Won Kang et al. · ACS Omega · 2023 · 11 citations · Full text

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