MPTCO / FiniteNetLinks
Code for the FiniteNet ICML Paper
☆18Updated 5 years ago
Alternatives and similar repositories for FiniteNet
Users that are interested in FiniteNet are comparing it to the libraries listed below
Sorting:
- Physics-constrained auto-regressive convolutional neural networks for dynamical PDEs☆93Updated 3 years ago
- POD-PINN code and manuscript☆57Updated last year
- Sparse Physics-based and Interpretable Neural Networks☆52Updated 4 years ago
- Generative Adversarial Network (GAN) for physically realistic enrichment of turbulent flow fields☆68Updated 4 years ago
- ☆29Updated last year
- Physics-Constrained Bayesian Neural Network for Fluid Flow Reconstruction with Sparse and Noisy Data☆50Updated 5 years ago
- Surrogate Modeling for Fluid Flows Based on Physics-Constrained Label-Free Deep Learning☆94Updated 2 years ago
- PhyGeoNet: Physics-Informed Geometry-Adaptive Convolutional Neural Networks for Solving Parametric PDEs on Irregular Domain☆92Updated 4 years ago
- Reduced-Order Modeling of Fluid Flows with Transformers☆24Updated 2 years ago
- XPINN code written in TensorFlow 2☆28Updated 2 years ago
- Multi-fidelity Generative Deep Learning Turbulent Flows☆37Updated 5 years ago
- ☆25Updated 5 years ago
- Source code for deep learning-based reduced order models for nonlinear time-dependent parametrized PDEs. Available on doi.org/10.1007/s10…☆26Updated 2 years ago
- Pseudospectral Kolmogorov Flow Solver☆41Updated 2 years ago
- Reliable extrapolation of deep neural operators informed by physics or sparse observations☆28Updated 2 years ago
- Machine learning of linear differential equations using Gaussian processes☆25Updated 7 years ago
- Control of 2D Rayleigh Benard Convection using Deep Reinforcement Learning with Tensorforce and Shenfun.☆21Updated 2 years ago
- Turbulent flow network source code☆71Updated 10 months ago
- ☆63Updated 6 years ago
- Simple OOP Python Code to run some Pseudo-Spectral 2D Simulations of Turbulence☆70Updated 2 years ago
- Discontinuity Computing Using Physics-Informed Neural Network☆26Updated last year
- ☆54Updated 3 years ago
- DAFI: Ensemble based data assimilation and field inversion, repository for internal development☆63Updated 6 months ago
- hp-VPINNs: variational physics-informed neural network with domain decomposition is a general framework to solve differential equations☆87Updated 4 months ago
- One-dimensional unsteady compressible reacting flow simulation framework, designed for simple prototyping and testing of novel reduced-or…☆29Updated 2 years ago
- Generative Adversarial Networks are used to super resolve turbulent flow fields from low resolution (RANS/LES) fields to high resolution …☆23Updated 4 years ago
- ☆26Updated 7 years ago
- MIONet: Learning multiple-input operators via tensor product☆43Updated 3 years ago
- Data-driven Identification of 2D Partial Differential Equations using Extracted Physical Features☆12Updated 4 years ago
- Uncertainty Quantification of RANS Data-Driven Turbulence Modeling☆62Updated 5 years ago