Proactive decisions for Digital Twin

Dr. John Park received his B.S. degree in Physics and double-majored for B.S. degree and M.S. degree in Urban Planning & Engineering, with a  focus on Transportation Engineering, from Yonsei University in Seoul, Korea. He served as a project manager in a large engineering company (which has now merged with a different firm) for three years, during which he interacted mostly with state agencies, and also worked as a Scientist at at Yonsei University for one year

While pursuing Ph.D. degree in Civil & Environmental Engineering from the University of Maryland College Park, he worked as an Onsite Consultant with FHWA. Following his graduation, he worked as a Postdoctoral Research Associate at University of Massachusetts Amherst for 1 year and later as an Assistant Professor at North Carolina A & T State University for a period of 6 years. 

Now, he is an Associate Professor at Old Dominion University focusing on online Machine Learning via temporal multimodal multivariate learning of extreme uncertainly that exist in various data sources.



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Research Area

NSF (No. 1910397, 2106989, 2200590), NASA JPL (No. 1625294, 1646362, 1659540), DOT Projects developed knowledge discovery and data mining to understand large-scale dynamics, extract multi-dimensional spatiotemporal correlations, predict behaviors, and make intelligent decisions in complex heterogeneous networks applied to active sensing (US Patent 10,743,198) and transfer learning (US Patent 11,046,247).



Mobility



VRU Mobility

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Multimodal




Mixed Mobility

Energy & Automation




EV Wireless Charging




Reconfigurable CPS




Vehicle Monitoring

Climate Change



Active Sensing




Monitoring



Automation

Latest News

Publications

H. Park, J. Darko, N. Deshpande, V. Pandley, H. Sui, M. Ono, D. Barkely, D. Posselt, S. Chien. Temporal Multimodal Multivariate Learning (TMML). The…

2 Research Awards to Park

2 Research Awards to Park

During 2022 Research award ceremony, Dr. Park received two awards, first time in NCAT award history two awards given to one faculty: Outstanding Young…

Dr. Park Joins The Eastern Transportation Coalition Committee

Dr. Park Joins The Eastern Transportation Coalition Committee

As a faculty committee member of The Eastern Transportation Coalition (TETC), Dr. Park will help selecting vendor for the TETC Transportation Data Marketplace, lead…

Research Summary

I make proactive dynamic distributed decisions by integrating different types of resources (aerial + ground + CAV, electric vehicles) and modality (on-demand + walk),…

NSF CISE Information Theoretic Navigation

NSF CISE Information Theoretic Navigation

Part of this project was in collaboration with NASA JPL MAARS: Machine learning-based Analytics for Rover Systems. Imagine you are a food writer for…

“Active Sensing”   News, ESS Journal, Press Release  ​

"Active Sensing" News, ESS Journal, Press Release ​

1. Nationwide News through Spectrum Network Link 2. ESS Journal Publication Link In collaboration with Masahiro Ono at Hui Su at the Jet Propulsion…

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