tianjuxue / AmorFEA
☆12Updated 3 years ago
Alternatives and similar repositories for AmorFEA:
Users that are interested in AmorFEA are comparing it to the libraries listed below
- ☆30Updated 2 years ago
- Code for the paper "Structure-preserving neural networks" published in Journal of Computational Physics (JCP).☆19Updated last year
- Variational Neural Networks for the Solution of Partial Differential Equations☆8Updated 5 years ago
- ☆34Updated last year
- ☆14Updated 3 years ago
- This repository hosts some educational resources in topology optimisation and related fields.☆16Updated 2 months ago
- ☆14Updated 8 months ago
- Code for the paper "Deep learning of thermodynamics-aware reduced-order models from data" published in Computer Methods in Applied Mechan…☆14Updated last year
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆37Updated 2 years ago
- Code accompanying the manuscript "Augmented Physics-Informed Neural Networks (APINNs): A gating network-based soft domain decomposition m…☆15Updated last year
- A sequential DeepONet model implementation that uses a recurrent neural network (GRU and LSTM) in the branch and a feed-forward neural ne…☆14Updated last year
- The unsupervised learning problem trains a diffeomorphic spatio-temporal grid, that registers the output sequence of the PDEs onto a non-…☆19Updated 2 years ago
- mechanoChemML library☆17Updated 2 years ago
- ☆14Updated last year
- Multifidelity DeepONet☆31Updated last year
- Subject files and solutions to the mini-course "An introduction to shape and topology optimization"☆24Updated 5 years ago
- ☆10Updated last year
- Derivative-Informed Neural Operator: An Efficient Framework for High-Dimensional Parametric Derivative Learning☆17Updated last year
- ☆28Updated 2 years ago
- ☆14Updated 2 years ago
- Sparse Identification of Truncation Errors (SITE) for Data-Driven Discovery of Modified Differential Equations☆10Updated 5 years ago
- ☆26Updated last month
- A differentiable finite element analysis solver for structural optimization based on JAX☆28Updated 7 months ago
- Rheological Universal Differential Equations: scientific machine learning for modeling complex fluids☆17Updated 2 years ago
- ☆10Updated last year
- A novel DeepONet architecture that is specifically designed for generating predictions on different 3D geometries discretized by differen…☆14Updated 9 months ago
- machine learning-accelerated computational fluid dynamics☆18Updated 3 years ago
- ☆13Updated 3 years ago
- Code for "Robust flow field reconstruction from limited measurements vis sparse representation" (J. Callaham, K. Maeda, and S. Brunton 20…☆14Updated 6 years ago
- Source code for deep learning-based reduced order models in cardiac electrophysiology. Available on doi.org/10.1371/journal.pone.0239416.☆15Updated last year