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most citedWhat You See is Not What You Get: Neural Partial Differential Equations and The Illusion of Learning

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cs.DC2025

Characterizing Adaptive Mesh Refinement on Heterogeneous Platforms with Parthenon-VIBE

Akash Poptani, Alireza Khadem, Scott Mahlke +3

Hero-class HPC simulations rely on Adaptive Mesh Refinement (AMR) to reduce compute and memory demands while maintaining accuracy. This work analyzes the performance of Parthenon,…