Basic features

• Getting started
• 1. Half-cell OCP
• 2. Full-cell OCV
• 3. Half-cell GITT
• 4. Full-cell validation

Advanced features

• Using callbacks in objectives
  • Creating a custom callback
  • Cost logger
• Combining Objectives example
  • Simple pulse example
• Data Fit example
  • Simple non-battery example
  • Battery example: constant-current experiment
• Fitting diffusivity
  • 0. Generate synthetic data
  • 1. Fitting a scalar across all pulses
  • 2. Fitting a scalar for each pulse
  • 3. Calculating the diffusivity from each pulse
• EIS fiting
  • Generate data
  • Fit parameters
• Exchange-current density from resistance
• Fitting features in GITT data
  • Generate data
  • Extracting features
  • Fitting the features
• Interactive optimizer
• Parameter library
• Fitting LAM in composite electrodes
• Fitting OCP hysteresis
  • Fit the lithiation and delithiation separately to get an initial guess and bounds for the parameters
  • Fit the MSMR half-cell model with hysteresis
• Half-cell OCP fitting
  • Pre-process and visualize the data
  • Fit the MSMR model to data
  • Fit OCP as a function of stoichiometry
• Particle Swarm Optimizer
• Weighted cost functions
  • Generate data
  • Fit model