Search Results for author: Yongseok Kwon

Found 2 papers, 1 papers with code

Communication-Efficient Diffusion Strategy for Performance Improvement of Federated Learning with Non-IID Data

2 code implementations15 Jul 2022 Seyoung Ahn, Soohyeong Kim, Yongseok Kwon, Joohan Park, Jiseung Youn, Sunghyun Cho

To address the aforementioned challenge, we propose a novel diffusion strategy of the machine learning (ML) model (FedDif) to maximize the FL performance with non-IID data.

Federated Learning Model Compression

An isolated logarithmic layer

no code implementations8 Feb 2021 Yongseok Kwon, Javier Jimenez

To isolate the multiscale dynamics of the logarithmic layer of wall-bounded turbulent flows, a novel numerical experiment is conducted in which the mean tangential Reynolds stress is eliminated except in a subregion corresponding to the typical location of the logarithmic layer in channels.

Fluid Dynamics

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