Search Results for author: Minjong Cheon

Found 3 papers, 1 papers with code

KARINA: An Efficient Deep Learning Model for Global Weather Forecast

1 code implementation13 Mar 2024 Minjong Cheon, Yo-Hwan Choi, Seon-Yu Kang, Yumi Choi, Jeong-Gil Lee, Daehyun Kang

This model achieves forecasting accuracy comparable to higher-resolution counterparts with significantly less computational resources, requiring only 4 NVIDIA A100 GPUs and less than 12 hours of training.

Weather Forecasting

Advancing Data-driven Weather Forecasting: Time-Sliding Data Augmentation of ERA5

no code implementations13 Feb 2024 Minjong Cheon, Daehyun Kang, Yo-Hwan Choi, Seon-Yu Kang

In this new paradigm, our research introduces a novel strategy that deviates from the common dependence on high-resolution data, which is often constrained by computational resources, and instead utilizes low-resolution data (2. 5 degrees) for global weather prediction and climate data analysis.

Data Augmentation Weather Forecasting

Design of a novel Korean learning application for efficient pronunciation correction

no code implementations4 May 2022 Minjong Cheon, Minseon Kim, Hanseon Joo

The Korean wave, which denotes the global popularity of South Korea's cultural economy, contributes to the increasing demand for the Korean language.

Sentence speech-recognition +1

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