Ryan Feng Lin, Ph.D.
MAPLES Lab
To improve people's quality of life.
01 / Our purpose
We develop methodological frameworks for personalized digital twins in real-world settings where individual heterogeneity matters—bringing human-centered AI, domain knowledge, and AI systems into one synergistic cycle.
Updates
Welcome, new lab members!
We welcome our first cohort of graduate researchers to the lab.
MAPLES Lab is officially launched!
We are excited to announce the launch of the MAPLES Lab at Mississippi State University.
Lab Members
Ryan Feng Lin, Ph.D.
Our Work
Developing methodological frameworks for personalized digital twins in real-world settings where individual heterogeneity matters.
Extracting and operationalizing domain expertise to build interpretable, knowledge-grounded AI models.
A Framework for Personalized Digital Twins with Individual Heterogeneity
Ryan Lin, Co-Author A, Co-Author B
Journal of Manufacturing Science and Engineering
Human-Centered AI for Engineering System Monitoring
Ryan Lin, Co-Author C
IISE Annual Conference
Community
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Opportunities