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  1. Artificial Intelligence-Guided Electrospray Deposition of Polymeric Films, Role: Co-PI (lead PI at SUNY Buffalo), PI: P. Chiarot (SUNY Binghamton), Co-PIs: D.H. Won (SUNY Binghamton) and X. Yong (SUNY Buffalo), 01/01/2025-12/31/2027, National Science Foundation, $517,969 (25% share).
  2. The Roadmap Towards an Optimized and Improved Conformal Coating Process, Role: Co-PI, PI: S. Park (SUNY Binghamton), Co-PI: S.W. Yoon (SUNY Binghamton), 01/04/2024-01/03/2025, Koh Young Technology, $140,000 (33% share)
  3. Pharmacy System Design Validation and Principle Development Through Data Analytics and Simulation Modeling, Role: Co-PI, PI: K. Srihari (SUNY Binghamton), Co-PI: S.W. Yoon (SUNY Binghamton), 05/15/2023-12/31/2023, Innovation Associate, $198,893 (33% share)
  4. Simulation-based Business Intelligence and Analytics for Digital Transformation in Manufacturing, Role: Co-PI, PI: K. Srihari (SUNY Binghamton), Co-PIs: M. Khasawneh, D.H. Won, and S.W. Yoon (SUNY Binghamton), 08/28/2023-08/27/2024, Zebra Technologies, $72,228 (20% share)
  5. Conformal Coating Process Optimization based on a Sequential Multi-Stage Model, Role: PI, Co-PI: D.H. Won (SUNY Binghamton), 07/01/2023-06/30/2024, Integrated Electronics Engineering Center, $48,000 (50% share)
  6. A Physics-Informed Machine Learning Approach to Athletic Footwear Fit Estimation, Role: Co-PI, PI: P. Wu (SUNY Binghamton), Co-PI: V. Lugade (SUNY Binghamton), 07/01/2023-06/30/2024, Transdisciplinary Area of Excellence Seed Grant, $10,000 (33% share)
  7. Pharmacy System Design Validation and Improvement Through Data Analytics and Simulation Modeling, Role: Co-PI, PI: K. Srihari (SUNY Binghamton), Co-PI: S.W. Yoon (SUNY Binghamton), 05/16/2022-05/12/2023, Innovation Associate, $298,447 (33% share)
  8. CFP Process Evaluation, Sortation System Improvement, and Conveyor Design Principle Study for Cost Reduction, Role: Co-PI, PI: K. Srihari (SUNY Binghamton), Co-PIs: S.W. Yoon and Y. Wang (SUNY Binghamton), 05/16/2022-05/12/2023, Innovation Associate, $100,432 (25% share)
  9. Simulation-based Business Intelligence and Analytics for Digital Transformation in Manufacturing, Role: Co-PI, PI: K. Srihari (SUNY Binghamton), Co-PIs: M. Khasawneh, D.H. Won, and S.W. Yoon (SUNY Binghamton), 05/01/2022-05/01/2023, Zebra Technologies, $73,085 (20% share)
  10. Development of a Virtual Environment for Pharmacy Automation Systems for Software Testing, Training, and Marketing Purposes, Role: Co-PI, PI: K. Srihari (SUNY Binghamton), Co-PI: S.W. Yoon (SUNY Binghamton), 01/17/2022-08/12/2022, Innovation Associate, $113,830 (33% share)
  11. Soldering Reflow Process Optimization based on the Thermal Profile Prediction with the Physics-Guided Deep Domain Adaptation, Role: PI, Co-PI: D.H. Won (SUNY Binghamton), 07/01/2022-06/30/2023, Integrated Electronics Engineering Center, $50,000 (50% share)
  12. An Integration of Physical Simulation Model and Data-Driven Approaches on an Internet of Things Platform for the Realization of Metal Additive Manufacturing Digital Twin, Role: PI, Co-PI: F. Ning (SUNY Binghamton), 07/01/2021-06/30/2022, Transdisciplinary Area of Excellence Seed Grant, $12,000 (50% share)
  13. Predictive Modeling for Solder Paste’s Physical Properties during Reflow Soldering in the Surface Mount Technology via Physics-Informed Deep Neural Networks, Role: Co-PI, PI: D.H. Won (SUNY Binghamton), 07/01/2021-06/30/2022, Integrated Electronics Engineering Center, $20,000 (50% share)