geekyifei

geekyifei's Stars

• ShashankSubramanian/neuraloperators-TL-scaling

  Code for Characterizing Scaling and Transfer Learning Behavior of FNO in SciML

  Language:Python321

• katiana22/TL-DeepONet

  Source code of 'Deep transfer operator learning for partial differential equations under conditional shift'.

  Language:Python589

• neuraloperator/neuraloperator

  Learning in infinite dimension with neural operators.

  Language:Python2k534

• HarisIqbal88/PlotNeuralNet

  Latex code for making neural networks diagrams

  Language:TeX21.8k2.8k

• gmdsi/GMDSI_notebooks

  python-based predictive groundwater modeling workflow examples

  Language:Jupyter Notebook5734

• Ceyron/machine-learning-and-simulation

  All the handwritten notes 📝 and source code files 🖥️ used in my YouTube Videos on Machine Learning & Simulation (https://www.youtube.com/channel/UCh0P7KwJhuQ4vrzc3IRuw4Q)

  Language:Jupyter Notebook826177

• rjwalia/Navier-Stokes-Numerical-Solution-Using-FDM-FVM-LBM-Solver-Python-Scripting

  Python script for Linear, Non-Linear Convection, Burger’s & Poisson Equation in 1D & 2D, 1D Diffusion Equation using Standard Wall Function, 2D Heat Conduction Convection equation with Dirichlet & Neumann BC, full Navier-Stokes Equation coupled with Poisson equation for Cavity and Channel flow in 2D using Finite Difference Method & Finite Volume Method.

  Language:Python18651

• lu-group/deeponet-fno

  DeepONet & FNO (with practical extensions)

  Language:Python20542

• chi-feng/mcmc-demo

  Interactive Markov-chain Monte Carlo Javascript demos

  Language:JavaScript778115

• google-research/google-research

  Google Research

  Language:Jupyter Notebook33.8k7.8k

• jzliu-100/visualize-neural-network

  Visualize neural network with or without weights

  Language:Python5723

• dilinwang820/Stein-Variational-Gradient-Descent

  code for the paper "Stein Variational Gradient Descent (SVGD): A General Purpose Bayesian Inference Algorithm"

  Language:Python378120

• google/spectral-density

  Hessian spectral density estimation in TF and Jax

  Language:Python11228

• deepmorzaria/Physics-Informed-Neural-Network-PINNs---TF-2.0

  Tensoflow 2 implementation of physics informed deep learning.

  Language:Jupyter Notebook244

• ShotaDeguchi/PINN_TF2

  Implementation of PINNs in TensorFlow 2

  Language:Python6719

• modflowpy/flopy

  A Python package to create, run, and post-process MODFLOW-based models.

  Language:Python507307