Zhen-Ni / MFNN
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
- ☆37Updated last year
- ☆37Updated last year
- ☆18Updated last year
- Multi-fidelity regression with neural networks☆12Updated 4 months ago
- Physics-guided neural network framework for elastic plates☆38Updated 3 years ago
- ☆36Updated 2 years ago
- ☆39Updated last year
- Multi-fidelity probability machine learning☆17Updated 2 months ago
- A Backward Compatible -- Physics Informed Neural Network for Allen Cahn and Cahn Hilliard Equations☆29Updated 3 years ago
- POD-PINN code and manuscript☆51Updated 5 months ago
- Physics-Informed Neural Network (PINN) for Solving Direct and Inverse Heat Conduction Problems☆13Updated 2 years ago
- A kind of loss function based on Least Squares Weighted Residual method for computational solid mechanics☆55Updated 10 months ago
- Code for 'Physics-Informed Neural Networks for Shell Structures'☆36Updated 8 months ago
- Multi-fidelity reduced-order surrogate modeling☆21Updated 4 months ago
- Pytorch implementation of Bayesian physics-informed neural networks☆57Updated 3 years ago
- Soving heat transfer problems using PINN with tf2.0☆19Updated 3 years ago
- Multi-head attention network for airfoil flow field prediction☆12Updated 2 years ago
- ☆50Updated last year
- A collection of Jupyter notebooks providing tutorials on reduced order modeling techniques like DeepONet, FNO, DL-ROM, and POD-DL-ROM. Ea…☆25Updated 2 months ago
- Multifidelity DeepONet☆31Updated last year
- Research/development of physics-informed neural networks for dynamic systems☆19Updated 4 months ago
- Physics-informed radial basis network☆30Updated 10 months ago
- A method based on a feed forward neural network to solve partial differential equations in nonlinear elasticity at finite strain based on…☆57Updated 3 years ago
- Source code for POD-DL-ROM: enhancing deep learning-based reduced order models for nonlinear parametrized PDEs by proper orthogonal decom…☆29Updated last year
- Proper Orthogonal Decomposition - Radial Basis Function (POD-RBF) Network☆65Updated last year
- 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
- Physics-Informed Neural Network, Finite Element Method enhanced neural network, and FEM data-based neural network☆18Updated last month
- Automated representative volume element simulator via abaqus for material constitutive law discovery☆20Updated 2 months ago
- A-PINN: Auxiliary physics informed neural networks for forward and inverse problems of nonlinear integro-differential equations☆17Updated 2 years ago
- Physics-informed neural networks for identifying material properties in solid mechanics☆18Updated last year