Nicholas H. Nelsen

Postdoc, Massachusetts Institute of Technology

PhD student, California Institute of Technology

  • Joined April 2023

Names

Nicholas H. Nelsen (Preferred)
,
Nicholas H Nelsen
,
Nicholas Nelsen

Emails

****@caltech.edu (Confirmed)
,
****@gmail.com (Confirmed)
,
****@mit.edu (Confirmed)

Personal Links

Career & Education History

Postdoc
Massachusetts Institute of Technology (mit.edu)
2024 – Present
 
PhD student
California Institute of Technology (caltech.edu)
2018 – 2024
 
Undergrad student
Oklahoma State University (okstate.edu)
2014 – 2018
 

Advisors, Relations & Conflicts

No relations added

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