AI RESEARCH
Adaptive Physics Transformer with Fused Global-Local Attention for Subsurface Energy Systems
arXiv CS.LG
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ArXi:2602.11208v2 Announce Type: replace The Earth's subsurface is a cornerstone of modern society, providing essential energy resources like hydrocarbons, geothermal, and minerals while serving as the primary reservoir for $CO_2$ sequestration. However, full physics numerical simulations of these systems are notoriously computationally expensive due to geological heterogeneity, high resolution requirements, and the tight coupling of physical processes with distinct propagation time scales.