Research output per year
Research output per year
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Dive into the research topics where Beomjin Kwon is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Deep learning model for rapid temperature map prediction in transient convection process using conditional generative adversarial networks
Kang, M., Phuong Nguyen, N. & Kwon, B., Mar 2024, In: Thermal Science and Engineering Progress. 49, 102477.Research output: Contribution to journal › Article › peer-review
3 Scopus citations -
Inferring temperature fields from concentration fields in channel flows using conditional generative adversarial networks
Cao, H., Kwon, B. & Kang, P. K., Jun 7 2024, In: Journal of Applied Physics. 135, 21, 214701.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Understanding heat transfer and flow characteristics of additively manufactured pin fin arrays through laser-induced fluorescence and particle image velocimetry
Nguyen, N. P., Maghsoudi, E., Roberts, S. N., Hofmann, D. C. & Kwon, B., May 1 2024, In: International Journal of Heat and Mass Transfer. 222, 125198.Research output: Contribution to journal › Article › peer-review
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Application of machine learning in heat transfer from correlations to design
Kwon, B., Ejaz, F., Ohashi, N. & Hwang, L. K., Jan 2023, Advances in Heat Transfer. Abraham, J. P., Gorman, J. M. & Minkowycz, W. J. (eds.). Academic Press, p. 227-250 24 p. (Advances in Heat Transfer; vol. 56).Research output: Chapter in Book/Report/Conference proceeding › Chapter
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Shape optimization of pin fin array in a cooling channel using genetic algorithm and machine learning
Nguyen, N. P., Maghsoudi, E., Roberts, S. N. & Kwon, B., Mar 2023, In: International Journal of Heat and Mass Transfer. 202, 123769.Research output: Contribution to journal › Article › peer-review
Open Access23 Scopus citations
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CAREER: Enhancing Temperature Visualization in Boiling Fluid over Finned Surfaces using Deep Learning-Enhanced Laser-Induced Fluorescence
Kwon, B. (PI)
National Science Foundation (NSF)
5/15/24 → 4/30/29
Project: Research project
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Collaborative Research: CDS&E: Learning Convective Heat Transfer from Mass Transfer Visualization
Kwon, B. (PI)
National Science Foundation (NSF)
6/1/21 → 5/31/25
Project: Research project
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3D Printed Heat Exchangers with Creative Internal Patterns
Kwon, B. (PI)
National Aeronautics Space Administration (NASA)
10/20/21 → 9/27/24
Project: Research project
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Thermal and electrical transports in metal coated nanocarbon materials
Kwon, B. (PI)
1/1/21 → 12/31/22
Project: Research project
Datasets
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Supplementary Material
Cao, H. (Creator), Kwon, B. (Creator) & Kang, P. K. (Creator), AIP Publishing, 2024
DOI: 10.60893/figshare.jap.25818688.v1, https://aip.figshare.com/articles/figure/Supplementary_Material/25818688/1
Dataset
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Supplementary Material
Cao, H. (Creator), Kwon, B. (Creator) & Kang, P. K. (Creator), AIP Publishing, 2024
DOI: 10.60893/figshare.jap.25818688, https://aip.figshare.com/articles/figure/Supplementary_Material/25818688
Dataset