Search Results for author: Moonseop Kim

Found 2 papers, 0 papers with code

Peri-Net-Pro: The neural processes with quantified uncertainty for crack patterns

no code implementations23 May 2020 Moonseop Kim, Guang Lin

Case studies were performed to classify the images using CNNs and determine the PMB, LBS, and VES models' suitability.

Image Classification regression

Multi-Fidelity Gaussian Process based Empirical Potential Development for Si:H Nanowires

no code implementations11 May 2020 Moonseop Kim, Huayi Yin, Guang Lin

In material modeling, the calculation speed using the empirical potentials is fast compared to the first principle calculations, but the results are not as accurate as of the first principle calculations.

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