Dr. Rakiba Rayhana Profile

Dr. Rakiba Rayhana

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Publications (6)

Proceedings Article | 9 May 2024 Presentation + Paper

Federated autoML learning for community building energy prediction

Rui Wang, Ling Bai, Rakiba Rayhana, Zheng Liu

Proceedings Volume 12952, 129520B (2024) https://doi.org/10.1117/12.3012012

KEYWORDS: Data modeling, Deep learning, Education and training, Machine learning, Statistical modeling, Power consumption, Statistical analysis, Error analysis, Transformers, Mathematical optimization

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Proceedings Article | 9 May 2024 Presentation + Paper

Towards next-generation NDE: predictive analysis of pipeline integrity using machine learning

R. Rayhana, J. Ling, L. Bai, Z. Liu, M. Liao, C. Yang, A. Schnabel, S. Sonntag

Proceedings Volume 12952, 1295209 (2024) https://doi.org/10.1117/12.3009918

KEYWORDS: Corrosion, Pipes, Machine learning, Nondestructive evaluation, Artificial neural networks

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Proceedings Article | 9 May 2024 Presentation + Paper

Reconstruction of 3-D pipeline corrosion defect profile from MFL signals with deep learning approach

Jiatong Ling, Xiang Peng, Kevin Siggers, Matthias Peussner, Rakiba Rayhana, Zheng Liu

Proceedings Volume 12952, 129520A (2024) https://doi.org/10.1117/12.3010024

KEYWORDS: Corrosion, Inspection, 3D modeling, Deep learning, Magnetism, Image processing, Metals, 3D image reconstruction, Signal processing, Machine learning

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Proceedings Article | 9 May 2024 Presentation + Paper

Efficient community building energy load forecasting through federated hypernetwork

Rui Wang, Rakiba Rayhana, Ling Bai, Zheng Liu

Proceedings Volume 12952, 1295207 (2024) https://doi.org/10.1117/12.3012011

KEYWORDS: Deep learning, Data modeling, Transformers, Education and training, Machine learning, Neural networks, Performance modeling, Visualization, Data privacy, Autoregressive models

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Proceedings Article | 25 April 2023 Poster + Paper

A multimodal fusion-based autoencoder for nondestructive evaluation of aircraft structures

Yanshuo Fan, Rakiba Rayhana, Yue Cao, Catalin Mandache, Zheng Liu

Proceedings Volume 12489, 124890M (2023) https://doi.org/10.1117/12.2658031

KEYWORDS: Image fusion, Nondestructive evaluation, Infrared imaging, X-rays, Thermal modeling, Infrared radiation, Image registration, X-ray imaging, Ultrasonography

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Proceedings Article | 22 April 2020 Presentation + Paper

Water pipe valve detection by using deep neural networks

R. Rayhana, Y. Jiao, Z. Liu, A. Wu, X. Kong

Proceedings Volume 11382, 1138205 (2020) https://doi.org/10.1117/12.2558886

KEYWORDS: Neural networks, Inspection, Robots, Data modeling, Video, Evolutionary algorithms, Performance modeling, Image processing

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Showing 5 of 6 publications

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