Skip to content
Snippets Groups Projects
Commit fe0ad108 authored by Henning Wessels's avatar Henning Wessels
Browse files

update

parent 9a5b611b
No related branches found
No related tags found
No related merge requests found
...@@ -31,4 +31,8 @@ chapters: ...@@ -31,4 +31,8 @@ chapters:
# sections: # sections:
# - file: content/06_vr/1_paraview # - file: content/06_vr/1_paraview
# - file: content/06_vr/2_advanced # - file: content/06_vr/2_advanced
- file: content/07_hub/0_intro - file: content/07_hub/0_intro
\ No newline at end of file sections:
- file: content/07_hub/1_programming_basics
- file: content/07_hub/2_ml_basics
- file: content/07_hub/3_datadrivenmodeling
\ No newline at end of file
...@@ -18,76 +18,13 @@ The possible extent of the microcredits below is as follows: ...@@ -18,76 +18,13 @@ The possible extent of the microcredits below is as follows:
## Python introduction
This microcredit introduces you to python programming.
Get the material from:
```console
git clone https://git.rz.tu-bs.de/my-name-space/my-repo.git
```
**Extent: 3 Microcredits (ECTS??)** \
**Responsible: IFN, TU BS**
## Machine Learning Introduction
Placeholder.
```console
git clone https://git.rz.tu-bs.de/my-name-space/my-repo.git
```
**Extent: 3 Microcredits (ECTS??)**\
**Responsible: IFN, TU BS**
## PyTorch and Tensorflow Introduction (3 Microcredits)
Placeholder.
```console
git clone https://git.rz.tu-bs.de/my-name-space/my-repo.git
```
**Extent: 3 Microcredits (ECTS??)**\
**Responsible: IFN, TU BS**
## Physics-Informed Neural Networks
Neural networks are an exciting technique to solve a variety of scientific
problems. They are usually used in the data-driven regime. Less known is their
applicability to `partial differential equations` (PDE), where they can
be used to obtain solutions to boundary value problems directly without any
data. This approach is called `physics informed neural networks` (PINN).
In this small project, you will familiarize yourself with this approach and
solve a simple steady-state heat equation.
```console
git clone https://git.rz.tu-bs.de/my-name-space/my-repo.git
```
**Extent: 1 ECTS**\
**Responsible: iRMB, TU BS**
## Statistical Finite Element Method
Placeholder.
```console
git clone https://git.rz.tu-bs.de/my-name-space/my-repo.git
```
**Extent: 1 ECTS**\
**Responsible: iRMB, TU BS**
## Genetic Algorithms
Placeholder.
```console
git clone https://git.rz.tu-bs.de/my-name-space/my-repo.git
```
**Extent: 1 ECTS**\
**Responsible: iRMB, TU BS**
## Gaussian Processes
Placeholder.
```console
git clone https://git.rz.tu-bs.de/my-name-space/my-repo.git
```
**Extent: 1 ECTS**\
**Responsible: iRMB, TU BS**
# Programming basics
## Python introduction
This microcredit introduces you to python programming.
Get the material from:
```console
git clone https://git.rz.tu-bs.de/my-name-space/my-repo.git
```
**Extent: 3 Microcredits (ECTS??)** \
**Responsible: IFN, TU BS**
\ No newline at end of file
# Machine learning basics
## Machine Learning Introduction
Placeholder.
```console
git clone https://git.rz.tu-bs.de/my-name-space/my-repo.git
```
**Extent: 3 Microcredits (ECTS??)**\
**Responsible: IFN, TU BS**
## PyTorch and Tensorflow Introduction
Placeholder.
```console
git clone https://git.rz.tu-bs.de/my-name-space/my-repo.git
```
**Extent: 3 Microcredits (ECTS??)**\
**Responsible: IFN, TU BS**
\ No newline at end of file
# Data-driven modeling
## Physics-Informed Neural Networks
Neural networks are an exciting technique to solve a variety of scientific
problems. They are usually used in the data-driven regime. Less known is their
applicability to `partial differential equations` (PDE), where they can
be used to obtain solutions to boundary value problems directly without any
data. This approach is called `physics informed neural networks` (PINN).
In this small project, you will familiarize yourself with this approach and
solve a simple steady-state heat equation.
```console
git clone https://git.rz.tu-bs.de/my-name-space/my-repo.git
```
**Extent: 1 ECTS**\
**Responsible: iRMB, TU BS**
## Statistical Finite Element Method
Placeholder.
```console
git clone https://git.rz.tu-bs.de/my-name-space/my-repo.git
```
**Extent: 1 ECTS**\
**Responsible: iRMB, TU BS**
## Genetic Algorithms
Placeholder.
```console
git clone https://git.rz.tu-bs.de/my-name-space/my-repo.git
```
**Extent: 1 ECTS**\
**Responsible: iRMB, TU BS**
## Gaussian Processes
Placeholder.
```console
git clone https://git.rz.tu-bs.de/my-name-space/my-repo.git
```
**Extent: 1 ECTS**\
**Responsible: iRMB, TU BS**
\ No newline at end of file
0% Loading or .
You are about to add 0 people to the discussion. Proceed with caution.
Finish editing this message first!
Please register or to comment