Physics

Nonlinear system

Pure mathematics

Overfitting

Mathematics

Basis function

Partial differential equation

Algorithm

Parametric statistics

Statistics

Mathematical optimization

Mathematical analysis

Artificial intelligence

Computer science

Quantum mechanics

Applied mathematics

Artificial neural network

Perceptron

Affine transformation

Journal of Computational Physics

We develop a non-intrusive reduced basis (RB) method for parametrized steady-state partial differential equations (PDEs). The method extracts a reduce…

Non-intrusive reduced order modeling of nonlinear problems using neural networks