Convex Optimization at NASA πŸš€
by CVXPY Team

CVXPY Course at NASA

This is a collection of marimo notebooks that were used to teach an eight-week course on convex optimization using CVXPY, at NASA in the summer of 2024.

For the full course materials, including lecture slides, visit the course website at https://cvxgrp.org/nasa

1. Intro: DCP Analysis

Akshay AgrawalAA

1. Intro: Fuel use as a function of distance and speed

Akshay AgrawalAA

2. DCP: Diet Problem

Akshay AgrawalAA

2. DCP: Portfolio Optimization

Akshay AgrawalAA

3. MPC: Trajectory Planning

Akshay AgrawalAA

4. Robust Kalman Filter and Sensitivity Analysis

Akshay AgrawalAA

5. Comparing regularizers in regression

Akshay AgrawalAA

6. Aircraft Design

Akshay AgrawalAA

7. Energy Storage

Akshay AgrawalAA

7. Systems Biology

Akshay AgrawalAA