Field-Space Attention for Structure-Preserving Earth System Transformers

Maximilian Witte, Johannes Meuer, Étienne Plésiat +1

Accurate and physically consistent modeling of Earth system dynamics requires machine-learning architectures that operate directly on continuous geophysical fields and preserve the…