Publications

Publications

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ASDL disseminates knowledge to the industry through conferences and publications. ASDL Research Engineers and graduate students present their research at a number of conferences through the year. More than 900 ASDL papers have been presented at conferences in the last 20 years. In addition, ASDL publishes more extensive research in peer-reviewed journals, with 200 journal papers being published in the last two decades. See Georgia Tech’s Digital Repository here to access additional ASDL publications.

ASDL presented a number of papers at the 2024 AIAA AVIATION Forum and ASCEND in July.

  1. Kehler, A.M., Cai, Y., and Mavris, D., “Power Management Optimization of Off-Design Missions for a Sized Hybrid-Electric Turboprop Aircraft,” AIAA AVIATION Forum and ASCEND 2024, doi:10.2514/6.2024-3578
  2. Daga, T., Bhanpato, J., Behere, A., and Mavris, D., “Aircraft Takeoff Weight Estimation for Real-World Flight Trajectory Data Using CNN-LSTM,” AIAA AVIATION Forum and ASCEND 2024, doi:10.2514/6.2024-4291
  3. Zhang, W., Payan, A., and Mavris, D., “Aircraft Trajectory Prediction in Terminal Airspace Through Deep Learning Approaches,” AIAA AVIATION Forum and ASCEND 2024, doi:10.2514/6.2024-4649
  4. Behere, A., Bhanpato, J., Kirby, M.R., and Mavris, D., “Model Order Reduction of Terminal Area Noise Metrics for Parametric Ground Tracks,” AIAA AVIATION Forum and ASCEND 2024, doi:10.2514/6.2024-3857
  5. Behere, A., Bhanpato, J., Kirby, M.R., and Mavris, D., “Optimal Design of Noise Abatement Departure Procedures Using a Model Order Reduction Framework,” AIAA AVIATION Forum and ASCEND 2024, doi:10.2514/6.2024-3859
  6. Tan, S., and Mavris, D., “CFD Validation of Engine Inlet Duct Pressure Loss Model for Subsonic Non-Uniform Cross-Section Duct,” AIAA AVIATION Forum and ASCEND 2024, doi:10.2514/6.2024-3918
  7. Gladin, J.C., Patel, S., Ahuja, J., and Mavris, D., “Near Zero Emissions Flight Enabled by a Robust Hybrid-Electric Architecture,” AIAA AVIATION Forum and ASCEND 2024, doi:10.2514/6.2024-3630
  8. Morales, F.A., Peak, V.J., Robertson, B., and Mavris, D., “An Integrated Approach to Environmental Control and Life Support System Modeling for Space System Trade Studies,” AIAA AVIATION Forum and ASCEND 2024, doi:10.2514/6.2024-4871
  9. Aydin, E., Gladin, J.C., Kenny, J.D., and Mavris, D., “Electric Power Transfer Model Algorithm Development and Practical Limitations,” AIAA AVIATION Forum and ASCEND 2024, doi:10.2514/6.2024-3830
  10. Kim, S., Justin, C.Y., and Mavris, D., “Investigation of Weather Considerations for Battery Electric Regional Air Mobility Flights,” AIAA AVIATION Forum and ASCEND 2024, doi:10.2514/6.2024-3728
  11. Aydin, E., Baltman, E.M., Tai, J.C., and Mavris, D., “Sizing of SAF&Hydrogen-Fueled Transcontinental Business Jet,” AIAA AVIATION Forum and ASCEND 2024, doi:10.2514/6.2024-3749
  12. Verberne, J., Lee, Y., Justin, C.Y., and Mavris, D., “Revisiting Energy Reserve Requirements for Battery-Electric VTOL Aircraft,” AIAA AVIATION Forum and ASCEND 2024, doi:10.2514/6.2024-3904
  13. Jing, X., Sawant, K., Bendarkar, M.V., Elias, L.R., and Mavris, D., “Expanding Aviation Knowledge Graph Using Deep Learning for Safety Analysis,” AIAA AVIATION Forum and ASCEND 2024, doi:10.2514/6.2024-4603
  14. Pattanayak, T., Uzodinma, J., Gautier, R.H., Walter, M., Zaidi, T., and Mavris, D., “Uncertainty Analysis of Turbofan and Turboprop Architectures for Hybrid Electric Propulsion in NASA EPFD Vehicles,” AIAA AVIATION Forum and ASCEND 2024, doi:10.2514/6.2024-3826
  15. Tan, S., Cimtalay, S., and Mavris, D., “An MBSE Approach to Hydrogen Combustion Turbofan Propulsion System Design,” AIAA AVIATION Forum and ASCEND 2024, doi:10.2514/6.2024-4378
  16. Cai, Y., Xie, J., Pastra, C.L., Ndifor, N.R., Kehler, A.M., and Mavris, D., “Parametric Mission Performance Assessment of Regional Turboprop Aircraft Retrofitted With Hybrid Electric Propulsion,” AIAA AVIATION Forum and ASCEND 2024, doi:10.2514/6.2024-4038
  17. Harrison, E., Bendarkar, M.V., Baker, A., Misra, M., Paulson, L., Garcia, E., and Mavris, D., “Development of Aircraft Architecture Descriptions to Support Model-Based Regulatory Analysis,” AIAA AVIATION Forum and ASCEND 2024, doi:10.2514/6.2024-3957
  18. Arra, A., Achour, G., Payan, A., Harrison, E., and Mavris, D., “Automatic Speech Recognition Model Fine-Tuning and Development of a New Evaluation Metric for Terminal Airspace Safety Analysis,” AIAA AVIATION Forum and ASCEND 2024, doi:10.2514/6.2024-4570
  19. Atasoy, M., Gotchel, E., Karbelkar, M.R., Rhode, D., Gladin, J.C., and Mavris, D., “Assessing the Performance and Sizing Impacts of Ammonia as an Aviation Energy Source.” AIAA AVIATION Forum and ASCEND 2024, doi:10.2514/6.2024-3987
  20. Atasoy, M., Aydin, E., Ravikanti, B., Justin, C.Y., Harrison, E., and Mavris, D., “System of a Systems Methodology to Architecting Aircraft Engine Maintenance and Repair,” AIAA AVIATION Forum and ASCEND 2024, doi:10.2514/6.2024-4607
  21. Da Silva Duarte, N.L., Ravikanti, B., Bhanpato, J., Gautier, R.H., Kirby, M.R., and Mavris, D., “Identifying Precursors to Flight Safety Events: A Comparative Analysis of Machine Learning Models Using FOQA Data,” AIAA AVIATION Forum and ASCEND 2024, doi:10.2514/6.2024-4659
  22. Hayachiguti, E.S.O., Arra, A., Bhanpato, J., Gautier, R.H., Kirby, M.R., and Mavris, D., “Sensitivity Analysis of Missing Data and Imputation Techniques in Flight Safety Event Detection,” AIAA AVIATION Forum and ASCEND 2024, doi:10.2514/6.2024-4660
  23. Nastac, G., Ernst, Z., Hickey, A., Walden, A., Jacobson, K., Jones, W., Nielsen, E.J., Diskin, B., Wang, L., Korzun, A., Moran, P., Dean, H., Robertson, R., and Mavris, D., “Closed-Loop Simulations of Human-Scale Mars Lander Descent Trajectories on Frontier,” AIAA AVIATION Forum and ASCEND 2024, doi:10.2514/6.2024-3535