Peter Sadowski

Associate Professor, Information and Computer Sciences, University of Hawaii Manoa
Joined
September 2016

Names

Peter Sadowski (Preferred)
, 
Peter J. Sadowski

Emails

****@uci.edu (Confirmed)
, 
****@gmail.com (Confirmed)
, 
****@hawaii.edu (Confirmed)
, 
****@hawaii.edu (Confirmed)

Personal Links

Career & Education History

Associate Professor
Information and Computer Sciences, University of Hawaii Manoa (hawaii.edu)
2023 – Present
Assistant Professor
Information and Computer Sciences, University of Hawaii Manoa (hawaii.edu)
2018 – 2023
Postdoc
Computer Science, University of California, Irvine (uci.edu)
2016 – 2018
PhD student
Computer Science, University of California, Irvine (uci.edu)
2010 – 2016

Advisors, Relations & Conflicts

PhD Advisor
Pierre Baldi
2010 – 2018

Expertise

neural networks
, 
deep learning
Present
local learning
, 
biologically plausible learning
, 
deep learning algorithms
Present
probabilistic machine learning
, 
uncertainty quantification
Present
climate modeling
, 
weather modeling
, 
earth systems modeling
, 
downscaling
, 
solar
, 
precipitation
Present
inverse problems
, 
amortized variational inference
, 
surrogate models
, 
simulation based learning
Present

Publications

Co-Authors