Concepedia

Guwon Jung

GJ

7

Publications

175

Citations

7

H-Index

2023

Active since

Affiliations

University of Cambridge(Current)

Rutherford Appleton Laboratory

Research Complex at Harwell

Guwon Jung is an author at University of Cambridge specializing in deep learning, engineering, and data science.

Top concepts

EngineeringData ScienceDeep LearningMachine LearningPattern RecognitionChemistryBiophysicsManagementData MiningSpectroscopy

Publications per year

2023–2024

7

Publications

7

Automatic materials characterization from infrared spectra using convolutional neural networks

Guwon Jung, Son Gyo Jung, Jacqueline M. Cole · Chemical Science · 2023 · 60 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +19

Automatic Prediction of Peak Optical Absorption Wavelengths in Molecules Using Convolutional Neural Networks

Son Gyo Jung, Guwon Jung, Jacqueline M. Cole · Journal of Chemical Information and Modeling · 2024 · 31 citations · Full text

Automatic Prediction of Band Gaps of Inorganic Materials Using a Gradient Boosted and Statistical Feature Selection Workflow

Son Gyo Jung, Guwon Jung, Jacqueline M. Cole · Journal of Chemical Information and Modeling · 2024 · 25 citations · Full text

Gradient boosted and statistical feature selection workflow for materials property predictions

Son Gyo Jung, Guwon Jung, Jacqueline M. Cole · The Journal of Chemical Physics · 2023 · 21 citations · Full text

Materials Discovery Pipelines, Machine Learning, Engineering +19

Machine-Learning Prediction of Curie Temperature from Chemical Compositions of Ferromagnetic Materials

Son Gyo Jung, Guwon Jung, Jacqueline M. Cole · Journal of Chemical Information and Modeling · 2024 · 14 citations · Full text

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