Author
University of Nevada, Las VegasORCID 0009-0009-8569-768XUnclaimed ORCID profile · follow to get notified of new preprints
3 papers
Recent·Most cited
Louis Dumontet, So‐Ra Han, Axel Prouvost…·Mingon Kang
This paper integrates Kolmogorov-Arnold Networks (KANs) into deep learning models for EC number prediction, showing improved performance and introducing an interpretation method to identify relevant features.
Woo-Haeng Lee, Louis Dumontet, KyungMin Jung…·Mingon Kang
This paper introduces PEPIC, an explainable deep learning model for classifying plastic-hydrolytic enzymes from protein sequences, showing improved performance and biological validation.
Louis Dumontet, So‐Ra Han, Tae‐Jin Oh, Mingon Kang
HIT-EC improves EC number prediction with a hierarchical transformer model, showing better performance and interpretability than existing methods.