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Intro and Approach
Foundations
Pre-course Preparation
Python Resources
Excel Resources
Equipment
Safety
Modules
01 - Motivation
01b - Python Basics
02 - Arrays, Lists, Dictionaries
03 - Basic Loop
03b - Loops: Brownian Motion
04 - Functions: Gases
04b - Function and Class Basics
05 - Functions: Heat Transfer
06 - Debugging
07 - Units
08 - Equations to Solve Problems
09 - Solving More Equations
10 - Newton’s Method Example Exercise
11 - ODEs
12 - More ODEs
12b - ODE Example
13 - Regression and Interpolation
14 - Introduction to Data Science
15 - Exam Review (Python)
16 - Excel Basics
17 - More Excel Practice
18 - Excel Functions
19 - Excel and Visual Basic for Applications (VBA)
20 - SolidWorks
21 - Aspen Plus
22 - Ansys Workbench and FEA
22b - Cantera
23 - Exam 2 Review
24 - Case Studies
24b - Optimization
27 - Final Exam Review
Practice Problems
HW01: Introduction to Python
HW02: Arrays
HW03: Practice Programming Loops
HW04: Functions and Objects
HW05: More Functions and Objects
HW06: Debugging and Documentation
HW07: Units
HW08: Solve Equations
HW09: Additional Equation Solving Practice
HW10: Newton’s Method Practice
HW11: Solving Ordinary Differential Equations (ODEs)
HW12: More Solving of Ordinary Differential Equations (ODEs)
HW13: Regression and Interpolation
HW14: Interpolation and Models
HW15: Excel Introduction
Case Studies
Case Study Documentation
Heat Transfer
Thermodynamics
Molecular Dynamics
Data Collection
Acknowledgement
Repository
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