Individualizing glioma radiotherapy planning by optimization of a data and physics-informed discrete loss. [PDF]
Balcerak M +11 more
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IGANets: Isogeometric analysis networks and their applications to linear structural analysis problems. [PDF]
Möller M +5 more
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Assessing parameter identifiability of a hemodynamics PDE model using spectral surrogates and dimension reduction. [PDF]
Colebank MJ.
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On the use of elliptic PDEs for the parameterisation of planar multipatch domains: Part 1: Numerical algorithms and foundations of parametric control. [PDF]
Hinz J, Buffa A.
europepmc +1 more source
Enhancing convergence speed with feature enforcing physics-informed neural networks using boundary conditions as prior knowledge. [PDF]
Jahani-Nasab M, Bijarchi MA.
europepmc +1 more source
InVAErt networks for amortized inference and identifiability analysis of lumped-parameter haemodynamic models. [PDF]
Tong GG, Sing-Long CA, Schiavazzi DE.
europepmc +1 more source
Machine Learning in Computational Design and Optimization of Disordered Nanoporous Materials. [PDF]
Vishnyakov A.
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Challenges and opportunities in uncertainty quantification for healthcare and biological systems. [PDF]
Kimpton LM +3 more
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Nonlinear SPDEs and Maximal Regularity: An Extended Survey. [PDF]
Agresti A, Veraar M.
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