A universal algorithm constructs DOF transformation matrices for arbitrary Ciarlet elements from the element definition and reference cell only, implemented in Basix.
Argyris, Isaac Fried, and Dieter W
2 Pith papers cite this work, alongside 466 external citations. Polarity classification is still indexing.
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Bio-PINNs with a near-to-far curriculum and deformation-uncertainty proxy recover cell-induced densified phases and tether morphologies more reliably than standard adaptive PINN baselines in single-cell and multicellular settings.
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Algorithm XXXX: Computation of finite element degree-of-freedom transformation matrices
A universal algorithm constructs DOF transformation matrices for arbitrary Ciarlet elements from the element definition and reference cell only, implemented in Basix.
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Cell-induced densification and tether formation in fibrous extracellular matrices with biomimetic physics-informed neural networks
Bio-PINNs with a near-to-far curriculum and deformation-uncertainty proxy recover cell-induced densified phases and tether morphologies more reliably than standard adaptive PINN baselines in single-cell and multicellular settings.