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7tl7qns7ch authored Mar 1, 2024
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Expand Up @@ -27,7 +27,7 @@ In the field of machine learning, such discussions are considered very important
7. Hwiyong Choi, Haesang Yang, **Seungjun Lee**, and Woojae Seong, Classification of Inter-Floor Noise Type/Position Via Convolutional Neural Network-Based Supervised Learning, Applied Science, 2019.

### Projects
<img src="/fig/ipot.png" width='1250'>
<img src="/fig/ipot.png" width='250'>
- Developing efficient architecture for solving physical systems (_2022.08-2024.02_)
Main content: Developing a flexible and computationally efficient Transformer to learn physical systems handling continuous functions.

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- Achieving high accuracy and efficient computational costs in several PDE benchmarks and real-world scenarios.

<img src="/fig/hamaml.png" width='1250'>
<img src="/fig/hamaml.png" width='250'>
- Developing robust physics-based neural networks for analyzing dynamic systems}}{2021.03 \textendash 2022.08}{}{\textbf{Main content:} Proposing a method using meta-learning algorithms to model governing equations from similar dynamical systems, enabling rapid learning for new systems even with limited measurement data.}

{- Using a meta-learning algorithm to extract governing rules across similar dynamical systems.}
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