Assistant Professor of Mechanical Engineering
PhD 2020, Physics, University of Michigan, Ann Arbor
Contact Information
- Office Holmes Hall 303
- Phone (808) 956-9833
- E-mail aklishin@hawaii.edu
- Research Website: https://aklishin.science
Research Interests
- Physics-informed machine learning
- Complex systems
- Statistical mechanics
- Design problems
- Network theory
Education
Postdoctoral Scholar, Department of Mechanical Engineering, University of Washington,
Seattle, 2022-2024
Postdoctoral Researcher, Department of Bioengineering, University of Pennsylvania, 2020-2022
PhD, Physics, University of Michigan, Ann Arbor, 2020
BSc, Physics, Massachusetts Institute of Technology, 2015
Selected Publications
- A. A. Klishin, J. Bakarji, J. N. Kutz, K. Manohar, Statistical Mechanics of Dynamical
System Identification, arXiv:2403.01723 - A. A. Klishin, J. N. Kutz, K. Manohar, Data-Induced Interactions of Sparse Sensors,
arXiv:2307.11838 - P. Chitnelawong, A. A. Klishin, N. MacKay, D. J. Singer, G. van Anders, No Free Lunch for
Avoiding Clustering Vulnerabilities in Distributed Systems, Scientific Reports, 14.1
(2024): 12789 - A. A. Klishin, D. J. Singer, and G. van Anders, Avoidance, Adjacency, and Association in
Distributed Systems Design, Journal of Physics: Complexity, 2.2 (2021): 025015 - A. A. Klishin and G. van Anders, When Does Entropy Promote Local Organization?, Soft
Matter, 16.28 (2020): 6523-6531
Full list of publications available:
https://scholar.google.com/citations?user=I-3-O_MAAAAJ&hl=en
Courses Offered
- ME360. Computer Methods in Engineering
