AI/ML/Data Mining/Signal Processing

Data science 480 major

Artificial intelligence, machine learning, and related areas have transformed all aspects of our society and are poised to accelerate the pace of discovery in every scientific field. The College of Science and Engineering has a strong network of faculty who are pushing the boundaries of research in each of these areas.

 


 

Affiliated Faculty

chris
Assistant Professor, Chemical Engineering and Materials Science
Adjunct Faculty, Department of Electrical and Computer Engineering
natalie
Assistant Professor, Department of Chemical Engineering and Materials Science
Rene Boiteau
Assistant Professor, Department of Chemistry
Jeff Calder headshot
Associate Professor, Mathematics
Yu (Kevin) Cao
Professor, Department of Electrical and Computer Engineering
Martina Cardone
Assistant Professor, Department of Electrical and Computer Engineering
Stevie Chancellor
Assistant Professor, Department of Computer Science & Engineering
Yao-Yi Chiang
Associate Professor, Department of Computer Science & Engineering
Changhyun Choi
Assistant Professor, Department of Electrical and Computer Engineering
Seongjin Choi
Assistant Professor (beginnning January 2024), Department of Civil, Environmental, and Geo- Engineering
Michael Coughlin headhot
Assistant Professor, School of Physics and Astronomy
Ying Cui headshot
Assistant Professor, Department of Industrial and Systems Engineering
Prodromos Daoutidis
College of Science and Engineering Distinguished Professor and Executive Officer, Chemical Engineering and Materials Science
Jie Ding
Associate Professor, School of Statistics
K dos Santos
Assistant Professor, Department of Civil, Environmental, and Geo- Engineering
Traian Dumitric√£ headshot
Professor, Mechanical Engineering
Senior Biostatistician, Clinical and Translational Science Institute
Lucy Fortson
Associate Head, School of Physics and Astronomy, Professor, School of Physics and Astronomy
Renee Frontiera
Professor, Director of Graduate Studies for Chemical Physics, Department of Chemistry
Ge Chang headshot
Assistant Professor, Department of Computer Science & Engineering
Michele Guala
Professor, Department of Civil, Environmental, and Geo- Engineering and St. Anthony Falls Laboratory
Gregory Handy
Assistant Professor, School of Mathematics
Professor Jarvis Haupt
Associate Professor; Associate Dept. Head, Department of Electrical and Computer Engineering
Christy Haynes
Department Head, Distinguished McKnight University Professor, Department of Chemistry
Qizhi He
Assistant Professor, Department of Civil, Environmental, and Geo- Engineering
Alon Herschhorn
Associate Professor of Medicine, Division of Infectious Diseases and International Medicine, Medical School
Mingyi Hong
Associate Professor, Department of Electrical and Computer Engineering
Krishnamurthy Iyer headshot
Associate Professor, Department of Industrial and Systems Engineering
Richard D. James headshot
Distinguished McKnight University Professor, Department of Aerospace Engineering Mechanics
Zhenong Jin headshot
Assistant Professor, Department of Bioproducts and Biosystems Engineering
Dongyeop Kang headshot
Assistant Professor, Department of Computer Science & Engineering
George Karypis headshot
Distinguished McKnight University Professor, Department of Computer Science & Engineering
Mostafa Kaveh
Professor, Department of Electrical and Computer Engineering
Alireza Khani headshot
Associate Professor, Department of Civil, Environmental, and Geo- Engineering
Steven Koester
Russell J. Penrose Professor in Nanotechnology, Department of Electrical and Computer Engineering
konstan
Distinguished McKnight University Professor;, Distinguished University Teaching Professor, Department of Computer Science & Engineering, Associate Dean for Research, College of Science & Engineering
Vipin Kumar headshot
Regents Professor, Department of Computer Science & Engineering, William Norris Land Grant Chair in Large-Scale Computing, Director, CSE Data Science Initiative
Erich Kummerfeld
Research Assistant Professor, Institute for Health Informatics
Scientific Computing Consultant, Minnesota Supercomputing Institute
Andrew Lamperski
Associate Professor, Department of Electrical and Computer Engineering
William Leeb
Assistant Professor, School of Mathematics
Lauren Linderman
Associate Professor, Department of Civil, Environmental, and Geo- Engineering
Yulong Lu
Assistant Professor, School of Mathematics
Zhaosong Lu headshot
Professor, Department of Industrial and Systems Engineering
Mohammad Ali Maddah-Ali
Associate Professor, Department of Electrical and Computer Engineering
Vuk Mandic
Professor, School of Physics and Astronomy
Soheil Mohajer headshot
Associate Professor, Department of Electrical and Computer Engineering
Mohamed F. Mokbel
Professor, Distinguished McKnight University Professor, Department of Computer Science & Engineering
Peter Olver
Professor, School of Mathematics
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Benjamin Y.H. Liu / TSI Applied Technology Chair, Department of Mechanical Engineering
Marc Riedel
Associate Professor, Department of Electrical and Computer Engineering
Sandra Safo
Assistant Professor, Division of Biostatistics & Health Data Science, School of Public Health
Murti Salapaka headshot
Professor, Vincentine Hermes-Luh Chair, Department of Electrical and Computer Engineering
Sachin Sapatnekar
Distinguished McKnight University Professor, Robert and Marjorie Henle Chair, Department of Electrical and Computer Engineering
John Sartori
Associate Professor, Department of Electrical and Computer Engineering
Shashi Shekhar
Professor, Distinguished McKnight University Professor, Distinguished University Teaching Professor, Department of Computer Science & Engineering, ADC/CSE Chair
Lian Shen headshot
Kenneth T. Whitby Professor, Mechanical Engineering
Jaideep Srivastava headshot
Professor, Data Science Director of Undergraduate Studies, Department of Computer Science & Engineering
Michael Steinbach umn
Researcher, Department of Computer Science & Engineering, Assistant Director, CSE Data Science Initiative
Nadja Strobbe
Assistant Professor, School of Physics and Astronomy
Xiaoran Sun
Assistant Professor, Family Social Science
Ellad B. Tadmor headshot
Professor, Department of Aerospace Engineering & Mechanics
Yogatheesan Varatharajah
Assistant Professor, Department of Computer Science & Engineering
Ce Yang headshot
Assistant Professor, Department of Bioproducts and Biosystems Engineering
Suo Yang headshot
Richard and Barbara Nelson Assistant Professor, Department of Mechanical Engineering
Qi Zhang
Assistant Professor, Department of Chemical Engineering and Materials Science
Rui Zhang
Founding Division Chief of the Division of Computational Health Sciences, Medical School
Yiling-Zhang
Assistant Professor, Department of Industrial and Systems Engineering
Zhi-Li Zhang
Professor, Distinguished McKnight University Professor, Qwest Land Grant Chair in Telecommunications, Department of Computer Science & Engineering
Catherine
Associate Professor, Department of Computer Science & Engineering
di zhu headshot
Assistant Professor, Geography, Environment & Society

 


 

Labs and Research Groups

Organizations

Selected Projects