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Research & Publications
My research applies bifurcation theory, ecological network analysis, and reinforcement learning to problems in infrastructure resilience and autonomous systems.
$80K
SCEEE Grant
$4K
Philanthropy Grant
$1.6K
Travel Grants
6+
Publications
Peer-reviewed publications
Democratizing Resilience Analysis: Open-Source Tool Adaptation for Multi-Stakeholder Infrastructure Assessment
INCOSE International Symposium 2026, Yokohama, Japan
Evaluating Complex System Resilience Through BARD: A Bifurcation Analysis for Resilience Diagnostics Framework
Systems Engineering
Soft Actor-Critic Reinforcement Learning Approach to Multi-Drone 3D Terrain Scanning and Target Detection in Search and Rescue Operations
AIAA SciTech Forum 2026
Bifurcation Analysis for System Resilience: A Case Study on Power Infrastructure
INCOSE International Symposium 2025
Barriers to Sustainable System Evolution: A Simulation Study Exploring the Transition from Private to Public Transportation
ASME IDETC/CIE 2024
A Framework to Use Bifurcation Analysis for Insight into Complex Systems Resilience
INCOSE International Symposium 2024
Under review
Advancing System of Systems Resilience Through Transient Ecological Network Metrics and Dynamic Performance Analysis
IEEE Systems Journal
The BARD Framework Applied to Power Systems: Quantifying Absorptive, Adaptive, and Recovery Capabilities
Reliability Engineering and System Safety
In preparation
Multi-Agent Reinforcement Learning for Prosumer Energy Management in Distributed Energy Networks
Target: AAAI
Bifurcation Analysis in Deep Neural Networks: Understanding Critical Transitions and Stability
Target: NeurIPS
Funded research projects
Bio-inspired Electrical Grid Design
SCEEE Development Grant · Investigator & Grant Composer
Combining biological inspiration, machine learning, and graph theory to improve early-stage electric grid transient response design.
UAV Swarm Navigation for Search & Rescue
Philanthropy Council Grant · Investigator & Grant Composer
Autonomous UAV swarm coordination algorithms for search and rescue mission optimization.
Theses and research reports
Resilience Engineering via Bifurcation and Ecological Network Analysis
Doctoral Dissertation, Embry-Riddle Aeronautical University (2025)
An Open-Source Graphical Platform for Electrical Systems Analysis
Master's Thesis, ICAI Comillas (2024)
Augmented Reality Solutions for Industrial Equipment Maintenance
Bachelor's Thesis, ICAI Comillas (2020)
ADS-B Security: A Critical Review and Proposed ML Defense Mechanism
Qualifying Exam Report, ERAU (2024)
Optimizing Flight Operations: Data-Driven Strategies to Combat Air Traffic Delays
Qualifying Exam Report, ERAU (2024)
Grant proposals
ARPA-E IGNIITE 2025: Biologically Inspired Architecture Screening Tool
U.S. Department of Energy · Co-author