Publications & Research Contributions
A comprehensive collection of academic research, articles, patents, and open source contributions spanning VR/AR technology, machine learning, and wireless communications.
📚 Research Articles
Virtual Reality & Extended Reality
“Metaverse Framework for Wireless Systems Management” Innovative framework integrating metaverse technologies with wireless network infrastructure
“Less Is More: Efficient Networked VR Transformation Handling Using Geometric Algebra” Advanced optimization techniques for virtual reality networking systems
“MAGES 4.0: Accelerating the world’s transition to medical VR training” Next-generation medical training platforms using immersive virtual reality
“Assessing unconstrained surgical cuttings in VR using CNNs” Developed machine learning approaches for evaluating surgical procedures in virtual reality
“Recording and replaying psychomotor user actions in VR” Methodology for capturing and analyzing user interactions in virtual reality systems
Wireless Communications & Signal Processing
“A Digital Twin Based Reconfigurable Intelligent Surface Phase Adaptation Using Spiking Reinforcement Learning Policy Optimization” Optimizing intelligent surfaces in wireless networks using digital twin and spiking reinforcement learning techniques.
“Low-complexity random rotation-based schemes for intelligent reflecting surfaces” Wireless communication optimization using innovative signal processing techniques
“Random rotation-based low-complexity schemes for intelligent reflecting surfaces” Advanced wireless communication protocols for next-generation networks
Software Engineering & Machine Learning
“User-perceived reusability estimation based on analysis of software repositories” Software engineering research on code reusability and developer perception
Healthcare Technology & COVID-19 Response
“Smartphone-based Biofeedback Games for Shielding of Immune System against COVID-19: The CovidShield Game Suite design approach” Mobile health applications combining gamification with biofeedback for immune system enhancement
📝 General Articles & Industry Contributions
“Learn Data Science from the experts” Educational content and insights for aspiring data scientists
“Top tips for submitting competition entries from an Imagine Cup Winner” Strategic advice and best practices for technology competitions based on Microsoft Imagine Cup experience
🔬 Patents
“Using virtual reality for behavioral analysis” U.S. Patent | Innovative VR-based system for psychological and behavioral assessment
Revolutionary approach to behavioral analysis through immersive virtual reality experiences, enabling precise measurement and evaluation of human responses in controlled virtual environments.
💻 Open Source Software Contributions
“Implementation of a Proximal Policy Optimization agent” Featured on Keras Official Documentation
- Code reviewed by François Chollet (creator of Keras)
- Published on Hugging Face
- Comprehensive deep reinforcement learning tutorial
“Unity3D Basics” Educational resources and foundational tools for Unity development
“University projects” Academic research implementations and educational code repositories
📊 Publication Impact & Recognition
Academic Contributions
- 10 research articles across multiple domains
- IEEE and ACM publications
- Medical VR training advancement through MAGES 4.0 collaboration
- COVID-19 response through innovative mobile health applications
Industry Recognition
- Microsoft Imagine Cup World Champion (2016)
- U.S. Patent for VR behavioral analysis innovation
- Keras official documentation contributor (code reviewed by François Chollet)
- Hugging Face featured model publication
Open Source Leadership
- Deep reinforcement learning educational contributions
- Unity3D development resources and tutorials
- Research code sharing and academic transparency
- Global developer community impact through Keras/TensorFlow ecosystem
Research Areas Coverage
- Extended Reality applications and optimization
- Machine Learning & Deep Learning for immersive systems, software engineering, and wireless communications
- Wireless Communications and signal processing
- Human-Computer Interaction in virtual environments
- Medical Technology and VR training systems
- Software Engineering and code reusability analysis
📖 Publication Philosophy
“Research without real-world application is just academic exercise. Every publication should advance both theoretical understanding and practical implementation.”
Core Principles
- Practical Impact: Research that solves real-world problems
- Open Science: Sharing knowledge through open source contributions
- Interdisciplinary Approach: Combining multiple fields for innovative solutions
- Community Building: Contributing to the global research community
🤝 Research Collaborations
Interested in collaboration? I’m always open to:
- Joint research projects in XR and AI
- Academic partnerships and cross-institutional research
- Industry collaborations for practical application development
- Student mentorship and research guidance
Contact: iliachry@iliachry.com for research inquiries and collaboration opportunities.
Note: For detailed abstracts, full papers, and citation information, please refer to my academic profiles or contact me directly.
"I solve problems you didn't know you had in ways you don't understand, using technology from tomorrow."
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