PCE-PINNs: Physics-Informed Neural Networks for Uncertainty Propagation in Ocean Modeling

Björn Lütjens, Catherine H. Crawford, Mark Veillette +1

Climate models project an uncertainty range of possible warming scenarios from 1.5 to 5 degree Celsius global temperature increase until 2100, according to the CMIP6 model ensemble…