Katie Smith
VMASC
SUFFOLK, 23435
Ph.D. in Modeling and Simulation, ºÚÁϲ»´òìÈ, (2022)
M.S. in Applied and Computational Mathematics, ºÚÁϲ»´òìÈ, (2009)
B.S. in Applied Mathematics, ºÚÁϲ»´òìÈ, (2008)
B.S. in Mechanical Engineering, ºÚÁϲ»´òìÈ, (2008)
- Modeling and Simulation
- Sponsoring Organization: ºÚÁϲ»´òìÈ
- Date Obtained:
Contracts, Grants and Sponsored Research
- Czack, R., Johnson, J., Smith, K., Lynch, C., Cvijetic, B., Garcia, H. M. and Dudley, J. "Supervisor of Shipbuilding (SUPSHIP) Workforce 4/0/5.0 Training" $1,291,295. March 19, 2025 - February 19, 2027
- Smith, K. and Kuzlu, M. "Multi-Building HVAC Energy Use Optimization" $200,000. Commercial. December 31, 2025 - December 31, 2026
- Smith, K. and Feldhaus, B. "Improved Maintenance and Sustainment Training Through Digitized Solutions" $347,248. Commercial. July 1, 2025 - June 30, 2026
- Whitney, M., Smith, K., Lynch, C. and Czack, R. "SBIR/STTR Technology Integration into Shipyards" $609,848. Federal. June 26, 2024 - June 25, 2026
- Smith, K. "Multi-Builidng HVAC Energy Use Optimization" $150,000. Commercial. August 1, 2024 - December 31, 2025
- Smith, K. "ODIN-SCSTC Extension" $70,000. Commercial. June 1, 2025 - August 31, 2025
- Smith, K. and Diaz, R. "CPS: A Trusted Decision-Making System for Autonomous Driving in Supply Networks with Untrusted Components." $50,000. January 15, 2024 - July 31, 2025
- Smith, K. "Operationally Directed Instructional Network Eng Library" $217,882. July 1, 2024 - June 30, 2025
- Diaz, R., Behr, J. G., Amason (Draper), D. and Smith, K. "Water System Infrastructure - Innovative Experiential Learning Model to Enhance Career Interest in Cyber-Water" $100,000. June 7, 2024 - June 30, 2025
- Diaz, R., Smith, K. and Behr, J. G. "A Real-Time Dependency Network Approach to Quantifying Risks and Ripple Effects from Cyberattacks in Shipbuildling and Repair Supply Networks" $150,000. July 1, 2021 - June 30, 2025
- Smith, K. "Operationally Directed Instructional Network-Engineering Library - Option Year 3 & 4" $280,075. July 1, 2023 - December 31, 2024
- Johnson, J., Shetty, S., Papelis, Y. E., Amason (Draper), D., Padilla, J., Frydenlund, E., Rechowicz, K., Diaz, R., Nelson, M. L., Smith, K. and Richter, H. G. "GROW M&S: Enhancing Graduate Research" $1,151,446. Federal. December 31, 2021 - December 31, 2024
- Smith, K. and Johnson, J. "CACHE Phase 2" $301,418. Federal. December 12, 2022 - December 12, 2024
- Smith, K. "Surface Combat Systems Training Command – ODIN Extension" $119,926. Commercial. March 19, 2024 - August 31, 2024
- Diaz, R. and Smith, K. "CCI: Machine-learning enabled Dependency Network Analysis for Quantifying Risks and Ripple Effects stemming from Cybersecurity Non-Compliance Issues" $37,033. March 1, 2023 - January 31, 2024
- Smith, K. and Ball, D. "CACHE Phase 2 Subclin" $37,500. Federal. July 11, 2023 - December 31, 2023
- Smith, K., Johnson, J. and Amason (Draper), D. "Operationally Directed Instructional Network-Engineering Library" $264,984. July 1, 2020 - June 30, 2023
- Collins, A., Lynch, C., Cotter, T., Leathrum, J. F., Huang, J., Smith, K., Amason (Draper), D. and Gore, R. "Automation Tools and Analytics Courses for the Naval Shipyard Project Extension" $1,679,378. Federal. September 28, 2019 - March 31, 2023
- Johnson, J. and Smith, K. "DSB+STEM" $185,000. March 29, 2021 - February 28, 2023
- Smith, K. and Johnson, J. "SBIR: CACHE Phase 1" $30,000. Federal. June 1, 2022 - November 14, 2022
- Johnson, J. and Smith, K. "Maritime Careers Experience: MCx" $75,000. Commercial. October 1, 2021 - September 30, 2022
- Diaz, R., Smith, K. and Garcia, H. M. "Virginia State Investments in Port of Virginia: A simulation-based framework for identifying, assessing, and mitigating systemic cybersecurity at the operational technology layer" $77,761. State. January 1, 2021 - June 30, 2022
- Smith, K., Johnson, J. and Amason (Draper), D. "Operationally Directed Instructional Network-Engineering Library" $476,971. July 1, 2020 - June 30, 2022
- Smith, K. and Johnson, J. "CACHE (Collaborative Automated Curation Holistic Engine)" $42,000. Federal. July 6, 2021 - November 22, 2021
- Smith, K. "STTR: Competency Evaluation System (CES) Texting" $58,650. December 9, 2020 - June 9, 2021
- Smith, K. "ºÚÁϲ»´òìÈ Math Festival" $3,000. November 22, 2019 - January 22, 2020
- Xu, Y., Kaneko, H., Hu, F. Q. and Smith, K. "International Conference on Mathematics of Data Science" $15,000. Federal. November 1, 2018 - October 31, 2019
- Sousa-Poza, A., Seck, M., Pazos-Lago, M., Daniels, C., Smith, K. and Pinto, C. Ariel. "Program Management Support" $209,985. Commercial. October 3, 2017 - September 30, 2018
- Davis, S. and Smith, K. "Supplemental Critical Thinking Explorations to Promote Discovery and Deeper Comprehension" $3,000. ºÚÁϲ»´òìÈ. January 2017 - December 2017
Expertise
Research Interests
Data science and machine learning, systems modeling and network analysis with applications in supply chain, cyber physical systems, and energy modeling, data-driven implementation of industry 4.0 technologies, and serious game development for STEM education; instructional technologies that promote student understanding of STEM
Articles
- Lynch, C., Jensen, E., Gore, R., Zamponi, V., O'Brien, K., Feldhaus, B., Smith, K., MartÃnez, J., Munro, M. H., Ozkose, T. E., Gundogdu, T. B., Reinhold, A. Marie., Kavak, H. and Ezell, B. (2025). AI-Generated Messaging for Life Events Using Structured Prompts: A Comparative Study of GPT with Human Experts and Machine Learning. IEEE Access 13 , pp. 147002-147033.
- Smith, K., Diaz, R. and Shen, Y. (2025). A quantified hypervulnerability approach for assessing resilience in supply chain networks. International Journal of Simulation and Process Modelling 21 (3) , pp. 166-178.
- Diaz, R., Smith, K., Bertagna, S. and Bucci, V. (2023). Digital Transformation, Applications, and Vulnerabilities in Maritime and Shipbuilding Ecosystems. Procedia Computer Science 217 , pp. 1396-1405.
- Smith, K., Diaz, R. and Shen, Y. (2022). Development of a framework to support informed shipbuilding based on supply chain disruptions. Procedia Computer Science 200 , pp. 1093-1102.
- Diaz, R., Smith, K., Acero, B., Longo, F. and Padovano, A. (2021). Developing an Artificial Intelligence Framework to Assess Shipbuilding and Repair Sub-Tier Supply Chains Risk. Procedia Computer Science 180 , pp. 996-1002.
- Diaz, R., Smith, K., Landaeta, R. and Padovano, A. (2020). Shipbuilding Supply Chain Framework and Digital Transformation: A Project Portfolios Risk Evaluation. Procedia Manufacturing 42 , pp. 173-180.
- Smith, K., Shull, J., Dean, A. W., Shen, Y. and Michaeli, J. (2016). SiGMA: A software framework for integrating advanced mathematical capabilities in serious game development. Advances in Engineering Software 100 , pp. 319-325.
Book Chapters
- Smith, K., Shull, J., Shen, Y., Dean, A. W. and Heaney, P. (2018). A Framework for Designing Smarter Serious Games Smart Universities: Concepts, Systems, Research (pp. 263-294) Springer.
Conference Proceeding
- Jensen, E. John., Leathrum, J. F., Lynch, C., Smith, K. and Gore, R. (2025). Out of Order and Causally Correct: Ready-Event Discovery through Data-Dependence Analysis Proceedings of the 39th ACM SIGSIM Conference on Principles of Advanced Discrete Simulation (pp. 88-98) ACM.
- Kosteczko, J., Smith, K., Johnson, J. and Diaz, R. (2020). Virginia Digital Shipbuilding Program (VDSP): Building an Agile Modern Workforce to Improve Performance in the Shipbuilding and Ship Repair Industry 2020 ASEE Virtual Annual Conference Content Access Proceedings ASEE Conferences.
- Smith, K., Shull, J., Heaney, P., Shen, Y., Dean, A. and Michaeli, J. (2017). Overview of Game and Content Design for a Mobile Game that will Prepare Students in Calculus and Physics Prerequisites to the Engineering Curriculum 2017 ASEE Annual Conference & Exposition Proceedings Columbus, OH: ASEE Conferences.
- Smith, K. Implementation of Dynamic Geometry Applets to Enhance Student Learning in Online Courses Proceedings of the Twenty-ninth Annual International Conference on Technology in Collegiate Mathematics.
- Smith, K., Shen, Y., Shull, J., Dean, A. W. and Michaeli, J. (2016). A Toolkit for Presenting Advanced Mathematics in Serious Games IEEE SouthEastCon.
Presentations
- Smith, K. (May 17, 2017). Using Open-Source Software to Increase Engagement Oral Presentation 2017 Faculty Summer Institute Norfolk, VA.
- Smith, K., Liu, Z. and Shen, Y. (April , 2017). ActiveFLOVE: A Framework for Explorative Visualization of Large Flow Data Demonstration SpringSim 2017 Virginia Beach, VA.
- Shull, J. and Smith, K. (February , 2016). A Toolkit for Presenting Advanced Mathematics in Serious Gaming Poster ASNE Day 2016 Arlington, VA.
- 2024: Innovators and Disruptors: Women on the Leading Edge, CoVABiz Magazine
- 2024: Inspire STEM Award, ºÚÁϲ»´òìÈ Office of Enterprise Research and Innovation
- 2023: ºÚÁϲ»´òìÈ Alumni Association 40 under 40, ºÚÁϲ»´òìÈ Alumni Association
- 2019: John R. Broderick Diversity Champion Award, ºÚÁϲ»´òìÈ
- 2015: College of Sciences Distinguished Teaching Award - Lecturer, ºÚÁϲ»´òìÈ College of Sciences