Tutorials

Welcome to the feedbackGRAPE tutorials! These interactive notebooks will guide you through the key concepts and practical applications of GRAPE (Gradient Ascent Pulse Engineering) optimization.

GRAPE Tutorials

Learn the fundamentals of GRAPE optimization for quantum control. Covers basic concepts, time-dependent Hamiltonians, and various optimization techniques.

GRAPE Tutorials

FeedbackGRAPE Tutorials

Explore advanced feedback-based GRAPE techniques for enhanced quantum control with real-time optimization.

FeedbackGRAPE Tutorials

QubitCavity API Tutorials

Use an easier more intuitive way to model your qubit in a cavity systems.

QubitCavity Class Tutorials

Examples Using Qutip’s operators

Use qutip’s extensive library of operators and states to construct your system dynamics with the jaxify function from feedback_grape.utils.operators

Examples Using Qutip’s operators

Quick Start Guide

1. New to quantum control? Start with GRAPE for CNOT

2. Familiar with GRAPE? Jump to A1. State preparation with Jaynes-Cummings controls for | 1 ⟩ + | 3 ⟩ fock state

3. Looking for specific examples? Browse the sections above

See also

fgrape (feedback GRAPE)

API documentation for feedbackGRAPE functions

grape (GRadient Ascent Pulse Engineering)

API documentation for standard GRAPE functions