Fighting (Fightingzzy)

Fightingzzy

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thesisuestc

ThesisUESTC-电子科技大学毕业论文模板

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hithesis

嗨!thesis!哈尔滨工业大学毕业论文LaTeX模板

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JAX_tutorial_Chinese_version

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

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PINN

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

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pinn-2phaseflow

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

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heat-pinn

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

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PINN-MPI

parallel PINNs; RANS equations; spatiotemporal parallel; PINNs

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NSFnets

PINN in solving Navier–Stokes equation

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PINN-for-NS-equation

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

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Physics-informed-NN

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

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pytorch-3dunet

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

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latticeboltzmann-python

Lattice Boltzmann fluid simulation

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PINN_cylinder

重庆大学明月科创实验班数学物理方法项目作业

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pinns-torch

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

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PINN-laminar-flow

Physics-informed neural network for solving fluid dynamics problems

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AFiD

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

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modulus-examples-with-notes

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

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Baseline4SolvingRBConvection

The baseline of Solving the Rayleigh–Bénard Convection with PINN

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Baseline4SolvingSchrodingerEquation

The baseline of Solving the Schrödinger Equation with PINN

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PINN-for-turbulence

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

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PINN_SA

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

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PINNs

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

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PINNs-TF2.x

Physics Informed Neural Networks: a starting step for CFD specialists

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