Beast code in Giters

Fighting's starred repositories

pytorch-3dunet

3D U-Net model for volumetric semantic segmentation written in pytorch

Language:Jupyter NotebookMIT1930 360

hithesis

嗨！thesis！哈尔滨工业大学毕业论文LaTeX模板

Language:TeX1617 20 193

thesisuestc

ThesisUESTC-电子科技大学毕业论文模板

Language:TeX1334 18 211

jaxpi

Language:PythonNOASSERTION181 8 16

PINN-laminar-flow

Physics-informed neural network for solving fluid dynamics problems

Language:Python175 7 5

latticeboltzmann-python

Lattice Boltzmann fluid simulation

Language:PythonGPL-3.0169 6 7

pinns-torch

PINNs-Torch, Physics-informed Neural Networks (PINNs) implemented in PyTorch.

Language:PythonBSD-3-Clause139 2 8

CausalPINNs

Language:Jupyter NotebookNOASSERTION130 9 9

MultiscalePINNs

Language:Python109 9 7

heat-pinn

A Physics-Informed Neural Network to solve 2D steady-state heat equations.

Language:Jupyter NotebookMIT91 2 1

PINN-for-NS-equation

A pytorch implementaion of physics informed neural networks for two dimensional NS equation

Language:Python91 2 4

AFiD

A highly parallel application for Rayleigh-Benard and Taylor-Couette flows

Language:FortranNOASSERTION86 21 10

NSFnets

PINN in solving Navier–Stokes equation

Language:Python72 2 3

PINN-for-turbulence

A pytorch implementation of several approaches using PINN to slove turbulent flow

Language:PythonMIT53 3 1

JAX_tutorial_Chinese_version

Translate from: https://jax.readthedocs.io/en/latest

Language:Jupyter Notebook39 10

PINNs-TF2.x

Physics Informed Neural Networks: a starting step for CFD specialists

Language:PythonMIT26 10

PINN-MPI

parallel PINNs; RANS equations; spatiotemporal parallel; PINNs

Language:PythonMIT24 10

PINNs_Cylinder

Language:Python24 1 2

PINN-incompressive-laminar-cylinder

Language:Python23 10

pinn-2phaseflow

Application of a Physics Informed Neural Network to a two phase flow in porous media problem

Language:Python21 10

PINN

Physics Informed Neural Networks (based on Raissi et al) extended to three dimensions on the heat diffusion equations

Language:Jupyter Notebook16 20

Physics-informed-NN

A physics informed deep learning model for flow through porous media using data acquired from LBM simulations.

Language:Python8 10

PINNs_Cylinder

Language:Python500

PINN_SA

Use of Turbulence Model (Spalart-Allmaras) with PINNs for mean flow reconstruction

Language:PythonMIT5 10

PINN_cylinder

重庆大学明月科创实验班数学物理方法项目作业

Language:Python3 10

modulus-examples-with-notes

重新整理并完善的Module Examples，包含必要注释（zh-cn）。

Language:Jupyter NotebookMIT2 10

PINN-for-2D-Rayleigh-Benard-convection

Language:Python2 10

PINNs

Physics Informed Deep Learning: Data-driven Solutions and Discovery of Nonlinear Partial Differential Equations

Language:Jupyter NotebookMIT100

Baseline4SolvingRBConvection

The baseline of Solving the Rayleigh–Bénard Convection with PINN

Language:PythonMIT1 1 1

Baseline4SolvingSchrodingerEquation

The baseline of Solving the Schrödinger Equation with PINN

Language:Python1 10