The AI in Complex Systems Lab
Located at ETEC, University at Albany 1200 Washington Avenue Albany, NY 12226
The AI in Complex Systems Laboratory, led by Dr. Canbaz, is at the forefront of advancing artificial intelligence within complex systems and networks.
About Our Director
Dr. M. Abdullah Canbaz, the director of the AI in Complex Systems Lab, is a leading expert in the fields of complex networks, graph data science, and multi-layer data representation and analytics. His research focuses on developing foundational models and algorithms for AI integration at the tactical edge.
For more details please visit[ drcanbaz.com ]
What We Do
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Complex Networks, Internet of Things, Wearables, and Data
Harnessing the interconnectedness of the Internet of Things, Wearables, and the transformative power of Big Data.
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Measurement Studies
Creating novel assessment metrics and monitoring frameworks to quantify the impact of AI integration in complex domains.
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Data Curation
Developing multi-modal data conversion algorithms to harmonize and integrate diverse data sources for advanced analytics.
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Process/Quality Monitoring
Deploying AI-driven quality monitoring systems to optimize production workflows, as demonstrated in the Bayer Pharma partnership.
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Digital Twinning
Combining data entanglement techniques with AI to enable highly accurate digital twins for complex systems and networks.
Our Work
LLMs' Emotion Detection Abilities: Use cases from the Middle East
Untangling Emotional Threads: Hallucination Networks of LLMs
LLM-Assisted Crisis Management: Building Advanced LLM Platforms for Effective Emergency Response & Public Collaboration
Harnessing Deep Learning and Satellite Imagery for Post-Buyout Land Cover Mapping
Creating Real-World Impact
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Interdisciplinary Collaboration
Fostering interdisciplinary collaborations to address real-world problems and societal challenges.
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Talent Development
Nurturing talent in AI research and contributing to the development of AI-driven solutions for complex systems and networks.
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Efficiency Enhancement
Making our interconnected world smarter and more efficient through innovative AI-driven solutions.
Our Team
- Director, M. Abdullah Canbaz, Ph.D.
- Ph.D. Student, Radhakrishnan VenkataKrishnan
- Ph.D. Student, Mahsa Goodarzi
- Ph.D. Student, Mizan Rahman
- Ph.D. Student, Hakan Otal
- Ph.D. Student, Rawan Al Makinah
- Ph.D. Student, Melany Rumman
- Ph.D. Student, Mikail Demir
- Masters Student, Christoph Schwartz
- Undergraduate Student, Betul Tok
- Undergraduate Student, Kenny Huang
- Undergraduate Student, Bekzod Iskandarov
- Undergraduate Student, Rumeysa Kara
