Modular compositional learning improves 1D hydrodynamic lake model performance by merging process-based modeling with deep learning
- Robert Ladwig
, - A Daw,
- Ellen A Albright,
- C Buelo,
- A Karpatne,
- Michael F Meyer,
- Paul Hanson,
- A Neog,
- H Dugan
Robert Ladwig
Center for Limnology, University of Wisconsin-Madison
Corresponding Author:rladwig2@wisc.edu
Author ProfileEllen A Albright
Center for Limnology, University of Wisconsin-Madison
Author ProfileC Buelo
Center for Limnology, University of Wisconsin-Madison
Author ProfileA Karpatne
Department of Computer Sciences, Virginia Tech
Author ProfileMichael F Meyer
United States Geological Survey, Center for Limnology, University of Wisconsin-Madison, U.S. Geological Survey, Observing Systems Division
Author ProfilePaul Hanson
Center for Limnology, University of Wisconsin-Madison
Author ProfileH Dugan
Center for Limnology, University of Wisconsin-Madison
Author Profile07 Aug 2023Submitted to ESS Open Archive 07 Aug 2023Published in ESS Open Archive
