External:

1. Center of Excellence: AI-Empowered Spatial Computing. US Department of Education, Center of Excellence in Spatial Computing Grant Program, P116Q220003, 12/31/2022-12/31/2025, $1,022,078, Co-PI (PI: Shu-Ching Chen).

2. Establishment of a Public-Private Transportation Data Exchange Center. Missouri Department of Transportation (MoDOT)/Federal Highway Administration (FHWA) - Transportation Pooled Fund (TPF) Program, 12/01/2024-11/30/2028, $200,000, Co-PI (PI: Shu-Ching Chen).

3. Florida Public Hurricane Loss Model (FPHLM). Florida International University/Florida Office of Insurance Regulation, 04/02/2024-06/30/2025, $471,000, Co-PI (PI: Shu-Ching Chen).

4. Developing Automated Aircraft Asset Management and Readiness platform for DAF MXG Operations. Kilsor Inc (Air Force/DoD STTR Phase I), 9/22/2023-9/21/2024, $33,000, PI.

5. SEW-REDI. University of Miami/The Children's Trust via YWCA South Florida, Inc., 10/01/2022-09/30/2024, $40,000, Subcontract PI.

6. Enhancing Task Efficiency for Large Language Model-Powered Agents with KQML-based Communication. Microsoft Accelerating Foundation Models Research, $20,000, Co-PI (PI: Shu-Ching Chen).

7. Helping Children Manage Strong Emotions: Avatar Simulation Training in Virtual Reality. The Children's Trust, 10/01/2022-03/31/2024, $47,000 (Total $90,000), Co-PI (PI: Jason Jent, Co-PI: Cristina T. del Busto, University of Miami).

8. Recruiting Optimization and Analysis Dashboard (ROAD). VIA Science/DoD (Air Force STTR Phase II), 02/01/2023-09/30/2023, $225,000, Co-PI (PI: Shu-Ching Chen).

9. Florida Public Hurricane Model. Florida International University/Florida Office of Insurance Regulation, 01/01/2023-12/31/2023, $250,000, Co-PI (PI: Shu-Ching Chen).

10. Florida Public Hurricane Model. Florida International University/Florida Office of Insurance Regulation, 11/01/2020-12/31/2022, $120,000, Subcontract PI.

11. Florida Public Hurricane Loss Model. Florida International University/Florida Office of Insurance Regulation, 08/01/2017-12/31/2020, $120,000, Subcontract PI.

12. Pandemics, Classroom Interaction, and Contagion Potential. Microsoft AI for Health COVID-19 Grant Program, 07/01/2020-07/31/2021, $20,000 (Azure credits), PI (Co-I: Daniel Messinger, Chaoming Song, Lynn Perry).

13. Pandemics, Classroom Interaction, and Contagion Potential. Google Cloud COVID-19 Research Credits Program, 06/08/2020-12/04/2020, $5,000, PI (Co-I: Daniel Messinger, Chaoming Song, Lynn Perry).

14. DNN-based Nerve Fibre Layer Thickness Estimation for Mice Eyes. Google Cloud Platform Research Credits Grant, 02/10/2020-02/09/2021, $5,000, PI.

15. FPHL Model Operation and Maintenance, and Model Upgrades. Florida International University/Florida Office of Insurance Regulation, 12/09/2013-09/30/2017, $115,000, Subcontract PI.

16. Florida Public Hurricane Loss Model Project Enhancements to Estimate Losses from Storm Surge and Flooding. Florida International University/Florida Office of Insurance Regulation, 01/01/2014-12/31/2017, $173,000, Subcontract PI.

17. System Support for the Development & Simulation of Tropical Cyclone Numerical Models in a Cluster System. NOAA, 08/01/2007-09/30/2015, $154,535, PI.

18. Data Integration and Data Mining Support for Tropical Cyclone Integrated Observing System. NOAA, 08/01/2007-09/30/2015, $154,535, PI.

19. Data Mining Assisted Disaster Information Management for Effective Crisis Management and Disaster Recovery Planning and Management. Sayling Wen Cultural & Educational Foundation, Service Science Society of Taiwan, 01/01/2014-12/31/2014, $3,400 (Total NT$300,000, about $10,000), Co-PI (Collaborator: Dr. Chi-Min Shu).

20. Public Hurricane Model. Florida International University/Florida Office of Insurance Regulation, 02/01/2010-06/30/2013, $109,939, Subcontract PI.

21. TCL Research America, gift funds, $80,000.

22. Data Analysis and Near-Real-time Quality Control in Support of the International Argo Project. NOAA, 03/01/2008-06/30/2012, $102,500, PI.

23. Research and Implementation of a Hydrographic Database in Support of the Operational and Research Community. NOAA, 08/15/2008-06/30/2012, $81,013, PI.

24. Huawei (FutureWei Technologies, Inc.), gift funds, $15,840, 2008.

25. Design and Development of the Caribbean-wide Reef Fish Visual Census Universal Database. NOAA, 02/04/2003-09/30/2010, $154,114, PI.

26. Research and Development of Oracle Content Management System and Web Tools for the NOAA Southeast Coral Reef Research Program. NOAA, 01/15/2004-06/30/2009, $161,947, PI.

27. Hurricane Loss Projection Model. Florida International University/Florida Office of Insurance Regulation, 01/09/2006-09/30/2009, $154,038, Subcontract PI.

28. ITR: Collaborative Research: Distributed Information Fusion Networks for Threat Detection and Assessment. NSF ITR (Medium) IIS-0325260, 08/15/2003-07/31/2007, $399,647, Co-PI (PI: Kamal Premaratne).

29. Research Experiences for Undergraduates. NSF, 05/03/04-07/31/04, $6,000, Co-PI (PI: Kamal Premaratne).

30. Design and Development of the Florida Keys Coral Reef Ecological Assessment Universal Database. University of North Carolina/NOAA, 06/01/2005-05/31/2006, $20,000, Subcontract PI.

31. Implementation of the NOAA Southeast Coral Reef Database System (SeCoRDS). NOAA, 02/10/2003-05/31/2004, $46,979, PI.

32. Hurricane Risk and Insured Loss Projection Model, Florida International University/Florida Department of Insurance, 08/15/2002-09/01/2005, Amount: $ 81,531, Subcontract PI.

33. Fishery Resource Habitat Use Modeling in Florida Bay: Development and Application to Everglades Restoration Implementation (Phase 1). National Park Service, 12/03/2003-06/03/2005, $21,581, Collaborating Investigator (PI: Jerald Ault), Total amount: $101,008.

34. Distributed Intrusion Detection Systems Research Support. Florida International University/Naval Research Laboratory (NRL), 04/2004-12/28/2004, $5,000, Subcontract PI.

35. Resource Management and Quality of Service in Multimedia Wireless Networks, Telecommunications & Information Technology Institute/Florida International University, 01/14/2002-12/31/2002, Amount: $ 58,606, Co-PI (Collaborators: Dr. Shu-Ching Chen and Dr. Raimund Ege).

36. Reduction of OSHA Recordable Injuries in a Large Utility Company. Florida Power and Light, 6/2001-12/2001, Amount: $38,500, Senior Investigator (PI: Dr. S. Asfour).

Internal:

1. Kansas City Futurist: An AI Digitization and Text-Mining Oeuvre of Robert Heinlein, Funding For Excellence Program, Office of Research & Economic Development, University of Missouri-Kansas City, 05/22/2024-05/21/2025, Amount: $14,778, Co-PI (PI: Larry Wigger).

2. Augmented Reality Enabled Risk Communication and Resilience Assessment for Community-based Substance Overdose Mitigation, Funding For Excellence Program, Office of Research & Economic Development, University of Missouri-Kansas City, 01/10/2024-01/09/2025, Amount: $29,999.70, Co-PI (PI: ZhiQiang Chen, Co-PIs: Holly Hagle, Yifei Liu).

3. Multimodal Computational Approach to Autism Spectrum Disorder (ASD) Assessment and Diagnosis, The Institute for Data Science and Computing (IDSC), Expanding the Use of Collaborative Data Science at UM grant program, University of Miami, 01/01/2022-12/31/2022, Amount: $20,000 plus 1 million Service Units (SUs), PI.

4. Learning to manage child tantrums using MR: An innovative tool to teach evidence-based behavior management strategies, Clinical and Translational Science Institute (CTSI), University of Miami, 01/01/2020-07/30/2020, Amount: $10,000, Co-I (PI: Angela Blizzard).

5. Examining the Heterogeneous Clinical Expression of Social Communication Disturbances in ASD, Miami CTSI Pilot Awards FY19, University of Miami, 11/01/2018-10/31/2019, Amount: $40,000, Co-I (PIs: Daniel Messinger and Lynn Perry).

6. Large Scale Multimedia Semantic Information Retrieval via Multimedia Data Mining and Semantic Association Network, Provost Research Award, University of Miami, 06/01/2012-05/31/2013, Amount: $16,800, PI.

7. Adaptive Network Transmission Control Mechanism for Optimal Resource Utilization, General Research Support Award, Research Council, University of Miami, 06/01/2002-05/31/2003, Amount: $ 5,000, PI.

8. Aerodynamic Design Optimization with Artificial Intelligence for Efficient Search of Global Optimum, College of Engineering (CoE) Research Council, University of Miami, 2/1/2002-12/31/2002, Amount: $ 25,000, Co-PI (Collaborator: Dr. Gecheng Zha).

9. Data Mining for Web Document Management. University of Miami, 05/16/2001-08/15/2001, Amount: $9,300, PI.