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Design Verification of Airborne AI/ML Systems
The verification process of safety-critical systems must ensure system design performs all intended functionality within the required output ranges and safety limits. It must also ensure that no intended functionality is present having a risk larger than the stated development assurance level.
The verification process of safety-critical systems must ensure system design performs all intended functionality within the required output ranges and safety limits. It must also ensure that no intended functionality is present having a risk larger than the stated development assurance level. The objective of the AI/ML-based system is to assist with the detection of unintended behavior during operations that results in enhanced online hazard analysis and risk mitigation. Validation and verification techniques must be developed for these systems with the future goal of adopting them in airborne operations.
Categories: Faculty-Staff
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GAANN
CO-I William Engblom
CO-I J. Gordon Leishman
This project is sponsored by the Department of Education Graduate Assistance in Areas of National Need (GAANN) fellowship program to support six to 10 Ph.D. students of high ability and financial need in the Department of Aerospace Engineering at Embry-Riddle Aeronautical University.
This project is sponsored by the Department of Education Graduate Assistance in Areas of National Need (GAANN) fellowship program to support six to 10 Ph.D. students of high ability and financial need in the Department of Aerospace Engineering at Embry-Riddle Aeronautical University. The purpose of the program is to enhance and diversify the pool of U.S. citizens who are qualified to teach and pursue research careers in the field of aerospace engineering.
Embry-Riddle's Aerospace Engineering Department is among the top aerospace engineering programs in the nation. It is currently ranked 32nd for its graduate programs and 8th for its undergraduate program by U.S. News and World Report. The department currently has 34 faculty comprised of distinguished researchers and teachers in the fields of aerodynamics and propulsion, dynamics and control, as well as structures and materials.
GAANN Fellows will participate in a formal training/teaching program, which will allow them to learn, observe experienced teachers and gain hands-on experience in teaching. Fellows will receive instruction on effective teaching techniques and will be evaluated formally on their teaching. A far-reaching recruitment plan will allow Embry-Riddle to identify outstanding and eligible students, especially from traditionally underrepresented groups. Embry-Riddle is contributing matching funds in the form of tuition and fee assistance.
If you are interested in being supported as a GAANN Fellow, please contact Dr. Lyrintzis at lyrintzi@erau.edu.Categories: Faculty-Staff
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