196 citations · 208 across the 2 of their papers we have counts for
2 papers
physics.geo-ph2022★ 12 cited
Carefully choose the baseline: Lessons learned from applying XAI attribution methods for regression tasks in geoscience
Antonios Mamalakis, Elizabeth A. Barnes, Imme Ebert-Uphoff
Methods of eXplainable Artificial Intelligence (XAI) are used in geoscientific applications to gain insights into the decision-making strategy of Neural Networks (NNs) highlighting…
physics.ao-ph2020★ 196 cited
Zonally opposing shifts of the intertropical convergence zone in response to climate change
Antonios Mamalakis, James T. Randerson, Jin-Yi Yu +6
Future changes in the location of the intertropical convergence zone (ITCZ) due to climate change are of high interest since they could substantially alter precipitation patterns i…