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Takashi Maruyama
Takashi Maruyama
3
papers
73
total citations
papers (3)
Learning to Accelerate Partial Differential Equations via Latent Global Evolution
NEURIPS 2022
arXiv
38
citations
Adaptive Message Passing: A General Framework to Mitigate Oversmoothing, Oversquashing, and Underreaching
ICML 2025
arXiv
19
citations
Compositional Generative Inverse Design
ICLR 2024
arXiv
16
citations