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Laboratory for Intelligent Systems and Analytics

The Harold and Inge Marcus Department of Industrial and Manufacturing Engineering

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Research Publications

Explore our scholarly contributions to the field of intelligent systems and analytics

Featured Publications

A selection of recent and impactful publications from our lab

Near linear time algorithm to detect community structures in large-scale networks

Usha Nandini Raghavan, Réka Albert, Soundar Kumara

Journal of Physical Review - Physical Review E 25th Anniversary Milestones

DOI PDF

Cyber-physical systems in manufacturing

L. Monostori, B. Kádár, T. Bauernhansl, S. Kondoh, S. Kumara, G. Reinhart, O. Sauer, G. Schuh, W. Sihn, K. Ueda,

Cyber-physical systems in manufacturing, CIRP Annals

DOI PDF

A comparative study on machine learning algorithms for smart manufacturing: tool wear prediction using random forests

Dazhong Wu, Connor Jennings, Janis Terpenny, Robert X Gao, Soundar Kumara

Journal of Manufacturing Science and Engineering

DOI PDF

The internet of things for smart manufacturing: A review

Hui Yang, Soundar Kumara, Satish TS Bukkapatnam, Fugee Tsung

IISE Transactions

DOI PDF

For a full list of publications, please visit:

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Laboratory for Intelligent Systems and Analytics at Penn State University

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