cv
Basics
Name | Joseph B Choi |
Label | Ph. D. candidate |
joseph.boogun.choi@gmail.com | |
Summary | place holder |
Work
- 21.09 - 23.11
Computer Vision/Deep Learning Engineer
Mantis Grading
Lead engineer to develop computer vision algorithms and utilize state-of-the-art artificial intelligence methods to quantitatively evaluate card collections
- place holder
- 18.12 - 19.05
- 17.08 - 18.12
Volunteer
- 23.05 -
Volunteer Fire Fighter
Crozet Volunteer Fire Department
place holder
- Fire Fighter 1 (06/30/2024)
- Hazardous Material (06/30/2024)
- Emergency Vehicle Operator I, II, III (08/18/2024)
- Driver/Pumper Operator (ongoing
- 16.03 - 24.03
Education
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21.08 - 24.12 Charlottesville, VA
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19.08 - 21.05 Iowa City, IA
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15.01 - 17.05 Iowa City, IA
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15.01 - 17.05 Iowa City, IA
Awards
- 2024/03
Lifetime Member
UVA Raven Society
Honored for superior academic and extra-curricular achievement (1 or 2 students selected out of ~100 MS and PhD students in UVA's School of Data Science). The Raven Society is the oldest and most prestigious honorary society at UVA. Selection is highly competitive and members in clude a former CEO of Prudential Financial (#67 on Fortune 500), John Strangfeld.
- 2022/09
- 2020/03
ISE Best Grad - 2020 College of Engineering Research Open House
School of Engineering, University of Iowa
place holder
- 2019/03
Certificates
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Stanford University | 2018/01 |
Publications
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2024/04 -
2023/05 challenges and opportunities for machine learning in multiscale computational modeling
Journal of Computing and Information Science in Engineering
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2023/04 Atrificial Intelligence approach for materials-by-design and their application to energetic materials: state-of-the-art, challenges, and future direction
Propellants, Explosives, Pyrotechnics
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2023/03 A Physics-aware deep learning model for energy localization in multiscale shock-to-detonation simulations of heterogeneous energetic materials
Propellants, Explosives, Pyrotechnics
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2022/12 Federated learning enables big data for rare cancer boundary detection
Nature Communications
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2022/07 Establishing the structure-property-performance linkage of pressed energetic materials using physics-aware recurrent convolutional neural networks (PARC)
Bulletin of the American Physical Society
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2022/07 A Novel AI-assisted framework for microstructure design of shock materials
Bulletin of the American Physical Society
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2020/08 Deep Learning for synthetic microstructure generation in a materials by design framework for heterogeneous energetic materials
Scientific Reports
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2019/10 NADS-Net: A nimble architecture for driver and seat belt detection via convolutional neural networks
International Conference on Compuber Vision (ICCV) - Autonomous Driving Workshop
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2019/05 Asphalt pavement crack detection based on deep learning
International Conference on Smart Cities
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Skills
Physics | |
place holder | |
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Languages
Korean | |
Native speaker |
English | |
Fluent |
Interests
Physics | |
place holder | |
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References
Professor John Doe | |
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Professor John Doe | |
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