Krishna Garikipati

Full Professor, Aerospace & Mechanical Engineering, University of Southern California
Joined
May 2023

Names

Krishna Garikipati (Preferred)

Emails

****@umich.edu (Confirmed)
, 
****@usc.edu (Confirmed)

Personal Links

Career & Education History

Full Professor
Aerospace & Mechanical Engineering, University of Southern California (usc.edu)
2024 – Present
Full Professor
Mechanical Engineering and Mathematics, University of Michigan - Ann Arbor (umich.edu)
2012 – 2023
Associate Professor
Mechanical Engineering, University of Michigan - Ann Arbor (umich.edu)
2006 – 2012
Assistant Professor
Mechanical Engineering, University of Michigan - Ann Arbor (umich.edu)
2000 – 2006
Researcher
Mechanics & Computation, Stanford University (stanford.edu)
1998 – 1999
Postdoc
Mechanics & Computation, Stanford University (stanford.edu)
1996 – 1998
PhD student
Aeronautics & Astronautics, Stanford University (stanford.edu)
1992 – 1996

Advisors, Relations & Conflicts

Postdoc Advisor
Robert C Dutton
1998 – 1999
Postdoc Advisor
Thomas JR Hughes
1996 – 1999
PhD Advisor
Thomas JR Hughes
1994 – 1996
PhD Advisor
Francisco Armero
1994 – 1996
PhD Advisor
Juan C Simo
1992 – 1994

Expertise

Data-driven Modeling
, 
Inference
, 
System Identification
, 
Optimal Transport
Present
Graph Theory
, 
Nonlocal Calculus on Graphs
, 
Graph Neural Networks
Present
Machine Learning
, 
Scientific Machine Learning
, 
Bayesian Neural Networks
2015 – Present
Computational Science
, 
Biophysics
2002 – Present

Publications

View all 16 publications

Co-Authors

View all 38 co-authors