Zhen-Ni / MFNNLinks
multi-fidelity neural network
☆18Updated last year
Alternatives and similar repositories for MFNN
Users that are interested in MFNN are comparing it to the libraries listed below
Sorting:
- ☆39Updated 2 years ago
- ☆37Updated last year
- Multi-fidelity regression with neural networks☆12Updated 6 months ago
- ☆19Updated last year
- Pytorch implementation of Bayesian physics-informed neural networks☆59Updated 3 years ago
- Multifidelity Kriging, Efficient Global Optimization☆18Updated 6 years ago
- Physics-Informed Neural Network (PINN) for Solving Direct and Inverse Heat Conduction Problems☆13Updated 2 years ago
- ☆38Updated 3 years ago
- Multi-fidelity probability machine learning☆18Updated 4 months ago
- Multi-fidelity reduced-order surrogate modeling☆23Updated last month
- Physics-guided neural network framework for elastic plates☆39Updated 3 years ago
- A Matlab toolbox for solving the generalized density evolution equation (GDEE) in the probability density evolution method (PDEM) by fini…☆27Updated 6 months ago
- Research/development of physics-informed neural networks for dynamic systems☆23Updated 6 months ago
- A convolutional neural network for drag prediction in laminar flows☆14Updated 4 years ago
- an active-learning method for reliability analysis based on multi-fidelity kriging model☆33Updated last year
- POD-PINN code and manuscript☆51Updated 6 months ago
- A-PINN: Auxiliary physics informed neural networks for forward and inverse problems of nonlinear integro-differential equations☆18Updated 2 years ago
- I am doing a surrogate optimization of a transonic airfoil. I am using an artificial neural network as my surrogate model to approximate …☆8Updated 4 years ago
- Multi-fidelity Gaussian Process☆27Updated 4 years ago
- Physics-informed deep learning for structural dynamics under moving load☆13Updated 8 months ago
- Customized FERUM (Finite Element Reliability Using Matlab)☆13Updated 3 years ago
- ☆16Updated 2 months ago
- Enhancing PINNs for Solving PDEs via Adaptive Collocation Point Movement and Adaptive Loss Weighting☆32Updated 2 years ago
- A collection of Jupyter notebooks providing tutorials on reduced order modeling techniques like DeepONet, FNO, DL-ROM, and POD-DL-ROM. Ea…☆25Updated 4 months ago
- ☆21Updated 7 months ago
- A physics-informed deep learning (DL)-based constitutive model for investigating epoxy based composites under different ambient condition…☆13Updated 2 weeks ago
- ☆39Updated last year
- Physics-Informed Neural Network, Finite Element Method enhanced neural network, and FEM data-based neural network☆18Updated 3 months ago
- A kind of loss function based on Least Squares Weighted Residual method for computational solid mechanics☆56Updated last year
- Examplary code for NN, MFNN, DynNet, PINNs and CNN☆49Updated 3 years ago