Curriculum Vitae
Comprehensive overview of academic and professional background
Abenezer Taye
Post-Doctoral Research Scholar
Institute for Software Integrated Systems, Vanderbilt University
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Education
Ph.D. in Aerospace Engineering
George Washington University
Advisor: Prof. Peng Wei | Dissertation: Enhancing Safety and Energy-Efficiency in Advanced Air Mobility Through Trajectory Planning and Mission Feasibility Assessment Strategies
Ph.D. in Electrical and Computer Engineering
North Carolina Agricultural and Technical State University
Transferred Before Completion
B.S. in Electro-Mechanical Engineering
Addis Ababa Science and Technology University
Ambassador of Science and Technology of the graduation year 2017
Major Research Projects
NASA System-Wide Safety: In-Time Learning-Based Safety Management
Leading a $2.5M NASA-funded project to develop scalable safety management systems for Advanced Air Mobility operations.
- Mission feasibility assessment framework
- Battery prognostics integration
- Real-world scenario validation
Learning-based Li-ion Battery Modeling for Online Decision Making
Developed real-time predictive models using Neural ODEs and Physics-Informed Neural Networks.
- 33× speedup in battery state prediction
- Enabled mid-flight replanning
- Maintained accuracy under constraints
Safe, Scalable, and Energy-Efficient Trajectory Planner for AAM
Real-time multi-agent trajectory planner for urban air mobility operations.
- Reachability analysis integration
- Action-shielding safety strategies
- Energy optimization
Industry Experience
Research Intern
MathWorks - Sensor Fusion and Tracking Toolbox
- Accelerated tracker development cycle by 60%
- Built MATLAB application for multi-agent tracking analysis
- Enabled support for advanced tracking algorithms
Research Intern
MathWorks - Advanced Research and Technology Office
- Developed decentralized trajectory planning framework
- 78% reduction in near-midair collisions in simulations
- Online learning algorithm for collision avoidance
Research Interests
Awards & Honors
Professional Affiliations
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