AI RESEARCH
TI-DeepONet: Learnable Time Integration for Stable Long-Term Extrapolation
arXiv CS.LG
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ArXi:2505.17341v3 Announce Type: replace Accurate temporal extrapolation remains a fundamental challenge for neural operators modeling dynamical systems, where predictions must extend far beyond the