AndreWeiner/phd_notebooks AndreWeiner/phd_notebooks

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    8
  • Rank 2,094,048 (Top 42 %)
  • Language
    Jupyter Notebook
  • License
    MIT License
  • Created about 5 years ago
  • Updated over 4 years ago
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AndreWeiner/phd_notebooks
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AndreWeiner

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Repository Details

Jupyter notebooks related to my PhD

More Repositories

1

ml-cfd-lecture

Lecture material for machine learning applied to computational fluid mechanics
Jupyter Notebook
319
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2

machine-learning-applied-to-cfd

Examples of how to use machine learning algorithms in computational fluid dynamics.
Jupyter Notebook
240
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3

of_pytorch_docker

Dockerfile to create an image with OpenFOAM-plus and PyTorch support
C
34
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4

phd_openfoam

OpenFOAM utilities and solvers related to my PhD
C++
33
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5

turbulence_modelling_lecture

Modelling and simulation of turbulent flows - lecture material
C++
29
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6

phd_basilisk

Basilisk simulations related to my PhD
C
15
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7

ofw2022_dmd_training

Material for the OpenFOAM workshop 2022
Jupyter Notebook
14
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8

sgs_model_test_transient

Evaluation of an SGS model for mass transfer at risining bubbles in the initial transient stage
Jupyter Notebook
12
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9

ml-cfd

Blog about ML and CFD
Ruby
10
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10

drl_in_fluids_articles

An overview of articles related to deep reinforcement learning in fluid mechanics
10
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11

ml-cfd-slides

Course slides
HTML
9
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12

wall_modeling

Development of OpenFOAM wall functions for turbulent flows
Jupyter Notebook
9
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13

mlp_pde_solution

Constructing approximate solutions for differential equations based neural networks
Jupyter Notebook
5
star
14

udacity_cpp_course

Code examples for the Udacity C++ course
C++
2
star
15

optDMD

Backpropagation and gradient descent for an optimized DMD
Jupyter Notebook
2
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16

turb-slides

Reveal.js slides for lecture on turbulence modeling
JavaScript
1
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17

basilisk_docker

Dockerfiles to build Basilisk Docker images
1
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18

fvm

pyhton scritps for finite volume method
Python
1
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19

discovering_disease_outbreaks

Jupyter notebooks realated to the corresponding Manning liveProject
Jupyter Notebook
1
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