1 citations · 1 across the 2 of their papers we have counts for
2 papers
stat.AP2021
Assessing Ecosystem State Space Models: Identifiability and Estimation
John W. Smith, Leah R. Johnson, Robert Q. Thomas
Bayesian methods are increasingly being applied to parameterize mechanistic process models used in environmental prediction and forecasting. In particular, models describing ecosys…
cs.LG2019★ 1 cited
Physics-Guided Architecture (PGA) of Neural Networks for Quantifying Uncertainty in Lake Temperature Modeling
Arka Daw, R. Quinn Thomas, Cayelan C. Carey +3
To simultaneously address the rising need of expressing uncertainties in deep learning models along with producing model outputs which are consistent with the known scientific know…