Applied Math

 https://x.com/RitOnchain/status/2065754844888260835

Matrix Calculus

Recommended Path by EDA Domain

For Physical Design (Placement, Routing, Timing)

1. 18.06 Linear Algebra
2. 18.02 Multivariable Calculus
3. 18.03 Differential Equations
4. 6.251J Introduction to Mathematical Programming
5. 6.006 Introduction to Algorithms
6. 18.335 Introduction to Numerical Methods

For Verification and Formal Tools

1. 6.042 Mathematics for Computer Science
2. 18.05 Introduction to Probability and Statistics
3. 6.006 Introduction to Algorithms
4. 6.046 Design and Analysis of Algorithms
5. 6.045 Automata, Computability, and Complexity
6. 6.840J Theory of Computation

If You Want to Build EDA Tools

The strongest mathematical foundation is:

• Linear Algebra
• Optimization
• Graph Theory
• Numerical Analysis
• Probability
• Logic/Formal Methods

That combination covers the core mathematics behind synthesis, timing analysis, placement, routing, SAT solving, model checking, circuit simulation, and modern AI-assisted EDA systems.