chuang05

babbler

Gaussian-random-fields

Matlab script to generate non-isotropic gaussian random fields with Matern covariance parametrization. The covariance matrix is factorised using circulant embedding.

homogenization

Homogenization code for 3D lattice structure

hp-VPINNs

hp-VPINNs: variational physics-informed neural network with domain decomposition is a general framework to solve differential equations

i-NN

Machine-Learning-Collection

A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)

PhyCRNet

Physics-informed convolutional-recurrent neural networks for solving spatiotemporal PDEs

PINNs

PyTorch Implementation of Physics-informed Neural Networks

python_1

AI and python project

SMA-UMAT

A user-defined material subroutine for polycrystalline shape memory alloys under large deformations

chuang05/babbler

chuang05/Gaussian-random-fields

Matlab script to generate non-isotropic gaussian random fields with Matern covariance parametrization. The covariance matrix is factorised using circulant embedding.

chuang05/homogenization

Homogenization code for 3D lattice structure

chuang05/hp-VPINNs

hp-VPINNs: variational physics-informed neural network with domain decomposition is a general framework to solve differential equations

chuang05/i-NN

chuang05/Machine-Learning-Collection

A resource for learning about ML, DL, PyTorch and TensorFlow. Feedback always appreciated :)

chuang05/PhyCRNet

Physics-informed convolutional-recurrent neural networks for solving spatiotemporal PDEs

chuang05/PINNs

PyTorch Implementation of Physics-informed Neural Networks

chuang05/python_1

AI and python project

chuang05/SMA-UMAT

A user-defined material subroutine for polycrystalline shape memory alloys under large deformations

chuang05/SMA_UMAT_3D

ABAQUS Subroutine for the Implementation of Thermomechanical Constitutive Model for Shape Memory Alloys

chuang05/UnifyingTrussDesignSpace

Code for 'Unifying the design space of truss metamaterials by generative modeling'

chuang05/WaveFunctionCollapse

Bitmap & tilemap generation from a single example with the help of ideas from quantum mechanics