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tensor-based physics-informed neural networks

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    New Hierarchical Representation Boosts Physics-Informed Neural Networks

    Researchers have introduced a novel Hierarchical Rank-Evolving (HRE) representation designed to enhance physics-informed neural networks (PINNs). This new method addresses limitations in existing tensor-based PINNs by a…