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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

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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

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

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),…