Modelling cross-diffusion in MHD Williamson nanofluid flow over a nonlinear stretching surface via Morlet wavelet neural networks. [PDF]
Sci RepArif K +5 more
europepmc +1 more source
Optimizing entropy generation in MHD Maxwell dusty nanofluid flow via nanoparticle radius and inter-particle spacing on an inclined stretching sheet. [PDF]
Sci RepAwan AU +6 more
europepmc +1 more source
Immersed isogeometric analysis with boundary conformal quadrature for finite deformation elasticity. [PDF]
Arch Appl MechElbadry YT, Antolín P, Weeger O.
europepmc +1 more source
Automatic Differentiation is Essential in Training Neural Networks for Solving Differential Equations. [PDF]
J Sci ComputChen C, Yang Y, Xiang Y, Hao W.
europepmc +1 more source
Physics informed neural networks for fluid flow analysis with repetitive parameter initialization. [PDF]
Sci RepLee J +7 more
europepmc +1 more source
Solving the Richards infiltration equation by coupling physics-informed neural networks with Hydrus-1D. [PDF]
Sci RepLi Y, Sun Q, Fu Y, Wei J.
europepmc +1 more source
Physics-Informed Neural Networks in Polymers: A Review. [PDF]
Polymers (Basel)Malashin I +4 more
europepmc +1 more source
Assessing parameter identifiability of a hemodynamics PDE model using spectral surrogates and dimension reduction. [PDF]
PLoS Comput BiolColebank MJ.
europepmc +1 more source
Investigating the use of physics informed neural networks for dam-break scenarios. [PDF]
PLoS OneMumtaz K +3 more
europepmc +1 more source
ANN-based analysis of MHD third-grade hybrid nanofluid flow over a thin needle with fuzzy volume fraction under nonlinear radiation and heat generation. [PDF]
Sci RepSiddique I +6 more
europepmc +1 more source