Ashwin Renganathan

Assistant Professor, Institute of Computational and Data Sciences, Pennsylvania State University

  • Joined July 2020

Names

Ashwin Renganathan (Preferred)

Emails

****@anl.gov (Confirmed)
,
****@psu.edu (Confirmed)
,
****@gmail.com (Confirmed)

Career & Education History

Assistant Professor
Institute of Computational and Data Sciences, Pennsylvania State University (psu.edu)
2023Present
 
Assistant Professor
Mechanical Engineering, University of Utah (utah.edu)
20212022
 
Postdoc
Mathematics and Computer Science, Argonne National Laboratory (anl.gov)
20182020
 
PhD student
Aerospace Engineering, Georgia Institute of Technology (gatech.edu)
20122018
 

Advisors, Relations & Conflicts

Postdoc Advisor
2019Present
 
Postdoc Advisor
Jeffrey Larson
2019Present
 

Expertise

Multi-objective optimization
2022Present
 
Stochastic optimization
2018Present
 
Markov chain Monte Carlo
2018Present
 
Dimensionality reduction
2016Present
 
Bayesian optimization
2015Present
 
Gaussian processes
2015Present
 
Bayesian computing
2015Present
 
Kernel methods
2015Present
 
Probabilistic methods
2015Present
 
Multi-fidelity optimization
2015Present