A Posteriori Error Estimation for the Stochastic Collocation Finite Element Method
D. Guignard, F. Nobile
semanticscholar +1 more source
Surrogate model-based multi-objective Bayesian optimisation of porous acoustic barriers. [PDF]
Liravi H +3 more
europepmc +1 more source
Accelerated computation for 2D isogeometric acoustic model with ground reflection by integrating Taylor expansion and deep neural network. [PDF]
Gao J, Ma H, Miao D, Yao R, Zhang Y.
europepmc +1 more source
Employing variance component estimation for point cloud based geometric surface representation by B-splines. [PDF]
Ötsch E, Harmening C, Neuner H.
europepmc +1 more source
Physics-informed deep learning quantifies propagated uncertainty in seismic structure and hypocenter determination. [PDF]
Agata R, Shiraishi K, Fujie G.
europepmc +1 more source
Physics-informed neural network simulation of thermal cavity flow. [PDF]
Fowler E, McDevitt CJ, Roy S.
europepmc +1 more source
A deep learning approach: physics-informed neural networks for solving a nonlinear telegraph equation with different boundary conditions. [PDF]
Deresse AT, Bekela AS.
europepmc +1 more source
Computational analysis of a class of singular nonlinear fractional multi-order heat conduction model of the human head. [PDF]
Izadi M, Atangana A.
europepmc +1 more source
Investigating the use of physics informed neural networks for dam-break scenarios. [PDF]
Mumtaz K +3 more
europepmc +1 more source
A primer on variational inference for physics-informed deep generative modelling. [PDF]
Glyn-Davies A +4 more
europepmc +1 more source

