From 14d4c259c26fc7ae50d64a2ab60b4e84ba45ea77 Mon Sep 17 00:00:00 2001 From: Christian Kolset Date: Mon, 25 Aug 2025 15:22:36 -0600 Subject: Added links and files for module 4 & 5 --- README.md | 10 +++--- material_research.md | 40 ---------------------- tutorials/module_3/material_research.md | 40 ++++++++++++++++++++++ tutorials/module_4/data_processing.md | 1 + tutorials/module_4/data_visualization.md | 1 + tutorials/module_4/importing_scientific_data.md | 1 + tutorials/module_4/plotting.md | 1 + tutorials/module_5/neural_networks.md | 2 ++ .../supervised_vs_unsupervised_learning.md | 2 ++ 9 files changed, 53 insertions(+), 45 deletions(-) delete mode 100644 material_research.md create mode 100644 tutorials/module_3/material_research.md create mode 100644 tutorials/module_4/data_processing.md create mode 100644 tutorials/module_4/data_visualization.md create mode 100644 tutorials/module_4/importing_scientific_data.md create mode 100644 tutorials/module_5/neural_networks.md create mode 100644 tutorials/module_5/supervised_vs_unsupervised_learning.md diff --git a/README.md b/README.md index 1424ae5..e2a753b 100644 --- a/README.md +++ b/README.md @@ -61,13 +61,13 @@ See the tutorials under the /tutorials/ directory. - Numerical Integration - Ordinary Differential Equations #### Data Analysis of Processing -- Importing scientific data -- Data Processing +- [[importing_scientific_data]] +- [[data_processing]] - [Linear Regression](tutorials/linear_regression.md) - [Plotting](plotting.md) -- Data Visualization +- [[data_visualization]] #### Introduction to AI for Engineering Problems -- Supervised vs unsupervised learning -- Neural Networks +- [[supervised_vs_unsupervised_learning]] +- [[neural_networks]] Comprehensive book (.pdf) -> [Tutorials Book](book/computingME.pdf) diff --git a/material_research.md b/material_research.md deleted file mode 100644 index 97f9409..0000000 --- a/material_research.md +++ /dev/null @@ -1,40 +0,0 @@ -# Assignment Material Research - -## Numerical Differentiation and Integration Applications - - -### Vibrations - - -### Supersonic - -AI Generated Problem: -> An aircraft flying at supersonic speed (Mach > 1) can experience normal shock waves in the engine intake or around the airframe. A normal shock causes a sudden drop in Mach number and changes in flow properties. -> -> Assume air behaves as an ideal gas with specific heat ratio γ=1.4γ=1.4. -> -> You are given the upstream Mach number M1M1​, and you need to compute the following properties after the shock: -> Downstream Mach number M2M2​ -> Ratio of pressures P2/P1P2​/P1​ -> Ratio of temperatures T2/T1T2​/T1​ -> Ratio of densities ρ2/ρ1ρ2​/ρ1​ -> Using the following equations for a normal shock: - -### Mechatronics - MECH 207/307 -Loads on a circuit - -### Statics Problems - CIVE 260 -Loads on a bridge - - -### Dynamics of Machines - MECH 324 -Modelling of Fourbar linkakes - -### Thermo - MECH 339/439 -https://kyleniemeyer.github.io/computational-thermo/content/intro-solving-problems.html - -### Heat and Mass Transfer - MECH 344 -2D - CFD Simulation - -### Thermosci MECH 338 -LMDT Analysis \ No newline at end of file diff --git a/tutorials/module_3/material_research.md b/tutorials/module_3/material_research.md new file mode 100644 index 0000000..97f9409 --- /dev/null +++ b/tutorials/module_3/material_research.md @@ -0,0 +1,40 @@ +# Assignment Material Research + +## Numerical Differentiation and Integration Applications + + +### Vibrations + + +### Supersonic + +AI Generated Problem: +> An aircraft flying at supersonic speed (Mach > 1) can experience normal shock waves in the engine intake or around the airframe. A normal shock causes a sudden drop in Mach number and changes in flow properties. +> +> Assume air behaves as an ideal gas with specific heat ratio γ=1.4γ=1.4. +> +> You are given the upstream Mach number M1M1​, and you need to compute the following properties after the shock: +> Downstream Mach number M2M2​ +> Ratio of pressures P2/P1P2​/P1​ +> Ratio of temperatures T2/T1T2​/T1​ +> Ratio of densities ρ2/ρ1ρ2​/ρ1​ +> Using the following equations for a normal shock: + +### Mechatronics - MECH 207/307 +Loads on a circuit + +### Statics Problems - CIVE 260 +Loads on a bridge + + +### Dynamics of Machines - MECH 324 +Modelling of Fourbar linkakes + +### Thermo - MECH 339/439 +https://kyleniemeyer.github.io/computational-thermo/content/intro-solving-problems.html + +### Heat and Mass Transfer - MECH 344 +2D - CFD Simulation + +### Thermosci MECH 338 +LMDT Analysis \ No newline at end of file diff --git a/tutorials/module_4/data_processing.md b/tutorials/module_4/data_processing.md new file mode 100644 index 0000000..0f2795e --- /dev/null +++ b/tutorials/module_4/data_processing.md @@ -0,0 +1 @@ +# Data Processing diff --git a/tutorials/module_4/data_visualization.md b/tutorials/module_4/data_visualization.md new file mode 100644 index 0000000..43b0170 --- /dev/null +++ b/tutorials/module_4/data_visualization.md @@ -0,0 +1 @@ +# Data Visualization diff --git a/tutorials/module_4/importing_scientific_data.md b/tutorials/module_4/importing_scientific_data.md new file mode 100644 index 0000000..5f3e48a --- /dev/null +++ b/tutorials/module_4/importing_scientific_data.md @@ -0,0 +1 @@ +# Importing Scientific Data \ No newline at end of file diff --git a/tutorials/module_4/plotting.md b/tutorials/module_4/plotting.md index b309e2f..42f82cc 100644 --- a/tutorials/module_4/plotting.md +++ b/tutorials/module_4/plotting.md @@ -1,3 +1,4 @@ # Plotting ## matlibplot + diff --git a/tutorials/module_5/neural_networks.md b/tutorials/module_5/neural_networks.md new file mode 100644 index 0000000..f3a7b56 --- /dev/null +++ b/tutorials/module_5/neural_networks.md @@ -0,0 +1,2 @@ +# Neural Networks + diff --git a/tutorials/module_5/supervised_vs_unsupervised_learning.md b/tutorials/module_5/supervised_vs_unsupervised_learning.md new file mode 100644 index 0000000..2f283f0 --- /dev/null +++ b/tutorials/module_5/supervised_vs_unsupervised_learning.md @@ -0,0 +1,2 @@ +# Supervised vs unsupervised learning + -- cgit v1.2.3