Nicholas H. Nelsen (Preferred)
, Nicholas H Nelsen
, Nicholas Nelsen
Nicholas H. Nelsen
California Institute of Technology
- Joined April 2023
Names
Emails
****@caltech.edu (Confirmed)
, ****@gmail.com (Confirmed)
Personal Links
Education & Career History
PhD student
California Institute of Technology (caltech.edu)
2018 – Present
Intern
Sandia National Laboratories (sandia.gov)
2017 – 2018
Undergrad student
Oklahoma State University (okstate.edu)
2014 – 2018
Advisors, Relations & Conflicts
Expertise
learning theory, statistical learning theory, statistics
Present
uncertainty quantification, inverse problems, Bayesian inverse problems
Present
Bayesian inference, nonparametric statistics, posterior consistency
Present
operator learning, operator networks, neural operators, scientific machine learning
Present
functional data analysis, function spaces, partial differential equations
Present
kernel methods, kernel regression, Gaussian processes, random features
Present