Module 1 — Numerical Methods

Problem sets accompanying the Module 1 chapters. Each is worth 100 points; see Problem Sets for the part structure and grading split.

• 1.1 - Python Basics - Water Properties (accompanies Python Basics) · zip

• 1.2 - Linear Algebra - Steam Methane Reforming (accompanies Linear Algebra) · zip

• 1.3 - Linear Regression - Methanol IR Spectrum (accompanies Linear Regression) · zip

• 1.4 - Numerical Optimization - CO2 Adsorption Isotherm (accompanies Numerical Optimization) · zip

• 1.5 - Nonlinear Parameter Estimation - Isotherm Uncertainty (accompanies Nonlinear Parameter Estimation) · zip