Gauss Newton Method for Solving Variational Problems of PDEs with Neural Network Discretizaitons. [PDF]
Hao W, Hong Q, Jin X.
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Graph ODEs and Beyond: A Comprehensive Survey on Integrating Differential Equations with Graph Neural Networks. [PDF]
Liu Z +5 more
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Deep VMD-attention network for arrhythmia signal classification based on Hodgkin-Huxley model and multi-objective crayfish optimization algorithm. [PDF]
Zhao H, Yin X.
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Generative diffusion model surrogates for mechanistic agent-based biological models. [PDF]
Comlekoglu T +5 more
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Analytical insights and physical behavior of solitons in the fractional stochastic Allen-Cahn equations using a novel method. [PDF]
Nazari-Golshan A.
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Inf-sup stable space-time Local Discontinuous Galerkin method for the heat equation. [PDF]
Gómez S, Perinati C, Stocker P.
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Speed and Shape of Population Fronts with Density-Dependent Diffusion. [PDF]
Stokes BM, Rogers T, James R.
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Immersed isogeometric analysis with boundary conformal quadrature for finite deformation elasticity. [PDF]
Elbadry YT, Antolín P, Weeger O.
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Stabilized Radial Basis Function Finite Difference Schemes with Mass Conservation for the Cahn-Hilliard Equation on Surfaces. [PDF]
Qiao J, Qiao Y, He Y.
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Implicit Low-Rank Riemannian Schemes for the Time Integration of Stiff Partial Differential Equations. [PDF]
Sutti M, Vandereycken B.
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