okada39 / pinn_projectileLinks
Physics Informed Neural Network (PINN) for a projectile motion.
☆13Updated 5 years ago
Alternatives and similar repositories for pinn_projectile
Users that are interested in pinn_projectile are comparing it to the libraries listed below
Sorting:
- Computers, Waves, Simulations: A Practical Introduction to Numerical Methods using Python☆13Updated 5 years ago
- Rheological Universal Differential Equations: scientific machine learning for modeling complex fluids☆18Updated 2 years ago
- Convolutional Solvers for Partial Differential Equations☆28Updated 5 years ago
- This codes calculates the dimensionalized POD and uses SINDy from the PySINDy python package to build a data-driven model for it. The cod…☆20Updated 4 years ago
- This repo is a work in progress aimed at gathering useful open-source resources for CFD engineers in one place. It includes notes, script…☆11Updated last month
- Stiff-PINN: Physics-Informed Neural Network for Stiff Chemical Kinetics☆63Updated 3 years ago
- To address some of the failure modes in training of physics informed neural networks, a Lagrangian architecture is designed to conform to…☆49Updated 2 years 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
- Random snippets of code I've developed over the years (generally when bored)☆12Updated 2 years ago
- Finite Volume PINNs for Hyperbolic Conservation Laws & Compressible Flow☆18Updated 2 years ago
- Sparse Identification of Nonlinear Dynamics for Boundary Value Problems☆12Updated 4 years ago
- Code for the paper "Structure-preserving neural networks" published in Journal of Computational Physics (JCP).☆19Updated last year
- Spectral methods in matlab☆11Updated 3 months ago
- Tutorial on a number of topics in Deep Learning☆35Updated 5 years ago
- Interpretable machine learning (symbolic regression) using Genetic programming/Gene expression programming and Sparse regression used …☆33Updated 4 years ago
- FastVPINNs - A tensor-driven acceleration of VPINNs for complex geometries☆42Updated 5 months ago
- Code for MAE 423 Heat Transfer (Fall 2019-20).☆15Updated 5 years ago
- 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
- Numerical Gaussian Processes for Time-dependent and Non-linear Partial Differential Equations☆69Updated 5 years ago
- Code for the paper "Thermodynamics-informed graph neural networks" published in IEEE Transactions on Artificial Intelligence (TAI).☆102Updated 10 months ago
- Basic Finite Volume Method codes of example problems☆8Updated 2 years ago
- Solving the Navier-Stokes Equations in Python 🐍 simply using NumPy.☆15Updated 3 years ago
- Notes and examples on how to solve partial differential equations with numerical methods, using Python.☆33Updated 2 years ago
- This repository contains the MATLAB implementation of popular numerical methods in Computation Fluid dynamics. Starting from simple meth…☆11Updated 3 years ago
- Tensoflow 2 implementation of physics informed deep learning.☆27Updated 4 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
- Rheology-informed Machine Learning Projects☆19Updated last year
- Bayesian optimized physics-informed neural network for parameter estimation☆32Updated 7 months ago
- Repository for project codes related to turbulence modelling.☆11Updated 9 months ago
- Deep Learning of Turbulent Scalar Mixing☆17Updated 5 years ago