Week 03
Automatic Differentiation & Variational Data Assimilation
January 22- 26
Lectures
| Topic | Subtitle | Date |
|---|---|---|
| Adjoint state | Inverse Problems | Mon, Jan 22 |
| Differential Programming | Automatic Differentiation | Mon, Jan 22 |
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Assignments
| Assignment | Title | Due |
|---|---|---|
| Lab | Lab 02: Data visualization with ggplot2! | Fri, Sep 23 |
| Lab | Differentiable Programming | Fri, Jan 26 |
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Readings
| Chapter 8 — A toolbox for digital twins section 8.7 |
| Automatic Differentiation in Machine Learning: a Survey |