Week 03

Adjoint-state methods for inverse problems & Automatic Differentiation

January 26- 30

Lectures

Topic Subtitle Date
Adjoint state Inverse Problems Mon, Jan 26
Differential Programming Automatic Differentiation Wed, Jan 28
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Assignments

Assignment Title Due
Lab Differentiable Programming Fri, Jan 30
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Readings

Chapter 8 — A toolbox for digital twins section 8.7
Automatic Differentiation in Machine Learning: a Survey
The Elements of Differentiable Programming