21 citations · 25 across the 3 of their papers we have counts for
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cs.LG2026
Striding Across Reynolds Numbers: Representation Geometry in Neural PDE Generalisation
Jianing Shi
Cross-Reynolds generalisation in neural PDE solvers remains poorly characterised. On the canonical forced 2D Navier-Stokes benchmark, a trained Fourier Neural Operator reaches 46.6…
cs.LG2021★ 4 cited
JueWu-MC: Playing Minecraft with Sample-efficient Hierarchical Reinforcement Learning
Zichuan Lin, Junyou Li, Jianing Shi +3
Learning rational behaviors in open-world games like Minecraft remains to be challenging for Reinforcement Learning (RL) research due to the compound challenge of partial observabi…