1 citations · 2 across the 2 of their papers we have counts for
2 papers
cs.LG2021★ 1 cited
Probabilistic modeling of lake surface water temperature using a Bayesian spatio-temporal graph convolutional neural network
Michael Stalder, Firat Ozdemir, Artur Safin +3
Accurate lake temperature estimation is essential for numerous problems tackled in both hydrological and ecological domains. Nowadays physical models are developed to estimate lake…
stat.CO2017★ 1 cited
SPUX: Scalable Particle Markov Chain Monte Carlo for uncertainty quantification in stochastic ecological models
Jonas Šukys, Mira Kattwinkel
Calibration of individual based models (IBMs), successful in modeling complex ecological dynamical systems, is often performed only ad-hoc. Bayesian inference can be used for both…