Introduction to quantum bits and quantum gates
Programming and Simulating quantum circuits
Applications: QFT, Quantum Adder, QAOA
In this tutorial, we will dive into combinatorial optimization problems and explore how effectively encode these problems using the Quadratic Unconstrained Binary Optimization (QUBO) formulation and how to tackle them using the Quantum Approximate Optimization Algorithm (QAOA).
In this tutorial, we will dive into combinatorial optimization problems and explore how effectively encode these problems using the Quadratic Unconstrained Binary Optimization (QUBO) formulation and how to tackle them using the Quantum Approximate Optimization Algorithm (QAOA).
Full dynamics of a CLOSED quantum spin-1/2 system: gate-based quantum computer & quantum annealer;
Full dynamics of an OPEN quantum spin-1/2 system: gate-based quantum computer & quantum annealer;
Solving the time-dependent Schrödinger equation numerically;
(Part of) our history of emulating quantum computers;
Optimization Problems: Airline Scheduling, TSP, Garden Optimization
Constraint Problem: 2-SAT
Machine Learning Problem: Quantum Support Vector Machine
Sampling Problem: Quantum Boltzmann Machin
As much as we want to isolate them, we must see quantum machines as open systems. Interactions happen between the quantum machine and its environment leading to decoherence. This effectively give different types of noise at the level of the machine. What are they and how can we take them into account when doing simulation on our classical computer?