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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
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- 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.
@@ -38,6 +38,7 @@ and scalable to large discretization sizes.
- Achieving high accuracy and efficient computational costs in several PDE benchmarks and real-world scenarios.
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- 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.}