Python for Beginners
A faculty development workshop introducing Python fundamentals and practical computational applications.
Explore EventPython · Mathematics · Artificial Intelligence
PMAI Lab is a multidisciplinary research and learning platform advancing artificial intelligence, deep learning, graph neural networks and data-driven technologies—grounded in mathematical strength and computational practice.
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Recent events, ideas and research directions from our multidisciplinary community.
A faculty development workshop introducing Python fundamentals and practical computational applications.
Explore EventA PMAI Lab perspective on how mathematical reasoning supports the understanding of intelligent systems.
Read InsightExploring graph-based mathematical representations for advancing learning in neural and graph neural networks.
Explore ResearchStructure and Reasoning
Computation and Experimentation
Learning and Intelligence
PMAI Foundations
The PMAI Perspective
Connected scientific frontiers
Studying mathematical structures, connectivity and relationships within complex networks.
Exploring the linear algebra, probability and optimization underlying modern learning systems.
Investigating connections between graph structures, network representations and machine learning.
Applying mathematical and computational methods to data-driven problems across different fields.
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