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Abenezer Taye

Vanderbilt University

Curriculum Vitae

Comprehensive overview of academic and professional background

Abenezer Taye

Post-Doctoral Research Scholar

Institute for Software Integrated Systems, Vanderbilt University

Nashville, TN 37212
abenezertaye@gvu.edu

Education

Ph.D. in Aerospace Engineering

George Washington University

January 2021 - August 2025
Washington, DC

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

August 2019 - December 2020
Greensboro, North Carolina

Transferred Before Completion

B.S. in Electro-Mechanical Engineering

Addis Ababa Science and Technology University

Graduated June 2017
Addis Ababa, Ethiopia

Ambassador of Science and Technology of the graduation year 2017

Major Research Projects

NASA System-Wide Safety: In-Time Learning-Based Safety Management

Technical Thrust Lead2022 - Present

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

Technical LeadSept 2022 - Present

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

Technical Lead2021 - 2024

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

Summer 2023
  • 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

Summer 2022
  • Developed decentralized trajectory planning framework
  • 78% reduction in near-midair collisions in simulations
  • Online learning algorithm for collision avoidance

Research Interests

Advanced Air Mobility (AAM)
Trajectory Planning & Optimization
Autonomous Systems & Robotics
Multi-Agent Systems
Machine Learning in Aviation
Battery Prognostics & Energy Efficiency
Flight Control Systems
UAV/UAS Operations

Awards & Honors

Honorable Mention Award, AIAA Young Professionals, Students, and Educators (YPSE) Conference 2022
Ambassador of Science and Technology of the graduation year 2017, Ministry of Science and Technology of Ethiopia

Professional Affiliations

American Institute of Aeronautics and Astronautics (AIAA), Student Member
Institute of Electrical and Electronic Engineers (IEEE), Student Member
Institute for Operations Research and the Management Sciences (INFORMS), Student Member

Download the complete CV with detailed publications, conference presentations, and technical reports

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