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Ji-won Lee

Kyung Hee University

Dongdaemun-ku

Seoul, 446-701

Korea, Republic of (South Korea)

SCHOLARLY PAPERS

3

DOWNLOADS

72

TOTAL CITATIONS

0

Scholarly Papers (3)

1.

Optimal Sensor Placement for Heat Transfer Digital Twin with Denoising Autoencoder and Discrete Optimization

Number of pages: 44 Posted: 03 Jun 2025
Kyung Hee University, Kyung Hee University, Kyung Hee University and Kyung Hee University
Downloads 44 (1,157,785)

Abstract:

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heat transfer, Digital twin, Optimal Sensor Placement, Denoising Autoencoder, Discrete Optimization, Noise Robustness

2.

Sensor Placement Optimization for Long-Horizon Spatio-Temporal Forecasting and Reconstruction

Number of pages: 42 Posted: 03 Apr 2026
Kyung Hee University, Kyung Hee University, Kyung Hee University, Kyung Hee University and Kyung Hee University
Downloads 16 (1,509,872)

Abstract:

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Sensor Placement Optimization, Spatio-temporal Forecasting, Spatial Field Reconstruction, Digital Twin, Deep Learning

3.

Mesh-Aware Low-Latency Thermal Anomaly Detection on Reconstructed Finite Element Method Fields under Sparse Sensing

Number of pages: 45 Posted: 19 May 2026
Kyung Hee University, Kyung Hee University, Kyung Hee University, Kyung Hee University and Kyung Hee University
Downloads 12 (1,555,090)

Abstract:

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Thermal anomaly detection, finite element method, Sparse sensing, Real-time monitoring, Graph-based filtering, autoencoder