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Adiabatic Quantum Computation and Quantum Annealing Conference - AQC2022

ICTP Condensed Matter and Statistical Physics via YouTube

Overview

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Explore cutting-edge research in adiabatic quantum computation and quantum annealing through this comprehensive conference featuring 50+ technical presentations from leading researchers worldwide. Delve into recent advances in coherent Ising machines, benchmarking methodologies for various Ising machine types, and performance comparisons of spin-fixing methods in quantum annealing systems. Examine theoretical foundations including parity quantum optimization for constraint encoding, localization phenomena, quantum phase transitions, and graph theory applications in adiabatic quantum computing. Investigate practical applications spanning cost and power feasibility analysis for NextG cellular wireless networks, semiclassical approximate optimization algorithms, and optimal control strategies in many-body quantum machines. Learn about fast-forward adiabatic quantum dynamics on Kagome lattices, quantum utility milestones, and signatures of open quantum system dynamics in single qubit annealing. Discover advanced techniques including nonlocal Monte Carlo moves with algorithmic quantum and thermal fluctuations, quantum annealing applications for optimization and classification, and structure optimization methods for truss design. Study quantum annealing with twisted fields, decoding strategies for parity quantum approximate optimization, and coupling mechanisms for 3-Josephson junction flux qubits in non-stoquastic adiabatic quantum computation. Explore excited states in quantum annealing, variational shortcuts-to-adiabaticity for Lindbladian dynamics, and nonnegative binary matrix factorization through continuous relaxation and reverse annealing. Analyze hyperparameter estimation on constrained Ising models, dissipative Landau-Zener tunneling phenomena, and the power of coherent quantum annealing systems. Examine performance lower bounds for shortcuts to adiabaticity, analogue quantum variational embedding classifiers, and augmented Lagrangian methods in Ising machines. Investigate lossy matrix compression through black-box optimization, diversity measures for discrete optimization, and quantum critical dynamics in 5000-qubit spin glass systems. Address limitations of noisy quantum annealers, adiabatic theorems for open systems with acceleration and speedup considerations, and quantum annealing algorithms for qubit allocation problems. Study unconstrained binary models for traveling salesman problem variants, precision improvement using copies in continuous-time quantum computing, and classical simulation theory for quantum annealing in thermal baths. Explore domain wall behavior on Ising machines, four-body interactions of superconducting qubits, and quantum annealing approaches to solving phase problems in macromolecular crystallography. Analyze effects of XX-catalysts on quantum annealing spectra, quantum information scrambling over bipartitions, and problem-size independent angles for Grover-driven quantum approximate optimization algorithms. Compare hardness of Max 2-SAT problem instances for quantum versus classical algorithms, examine high-quality thermal Gibbs sampling with quantum annealing hardware, and learn about next-generation quantum annealing processor developments. Discover open quantum system toolkits for Hamiltonian quantum computing, design progress in analog computing and quantum annealing, and multi-objective QUBO solvers for bi-objective quadratic assignment problems. Study digitized-counterdiabatic quantum algorithms, phase transition identification with and without quantum annealers, and gain insights into how quantum annealing solves complex problems, including effective prime factorization via modular locally-structured embedding techniques.

Syllabus

Recent Progress in Coherent Ising Machines
Benchmarking Various Types of Ising Machines
Performance comparison among various methods of fixing spins in quantum annealing
Parity Quantum Optimization: Encoding Constraints
Localisation, Quantum Phase Transitions and Graph Theory for Adiabatic Quantum Computing
A Cost and Power Feasibility Analysis of Quantum Annealing for NextG Cellular Wireless Networks
Semiclassical Approximate Optimization Algorithm
Optimal control in many-body quantum machines
Fast forward adiabatic quantum dynamics of XY spin model on Kagome lattice
Milestones on the Quantum Utility Highway
Signatures of Open Quantum System Dynamics in Single Qubit Annealing
Nonlocal Monte Carlo moves with algorithmic quantum and thermal fluctuation
Quantum annealing for optimization and classification
Structure optimization method of truss by quantum annealing
Quantum annealing with twisted fields
Decoding strategies to enhance Parity Quantum Approximate Optimization
Coupling 3-Josephson junctions flux qubits for Non-stoquastic Adiabatic Quantum Computation
Excited States in Quantum Annealing
Variational shortcuts-to-adiabaticity for Lindbladian dynamics
Nonnegative binary matrix factorization by continuous relaxation and reverse annealing
Estimation of hyperparameters on Ising model with constraint
Dissipative Landau Zener tunneling: crossover from weak to strong environment coupling
The power of coherent quantum annealing
Lower bounds for performance of shortcuts to adiabaticity
An analogue quantum variational embedding classifier
Augmented Lagrangian method in Ising machines
Lossy compression of matrices by black-box optimisation of mixed-integer non-linear programmin
Diversity measure for discrete optimization: Sampling rare solutions via algorithmic quantum anne...
Quantum critical dynamics in a 5000-qubit spin glass
Limitations of noisy quantum annealers
Adiabatic theorem for open systems. Acceleration and speedup
A Quantum Annealing Algorithm For The Qubit Allocation Problem
Unconstrained binary models of the Travelling Salesman Problem variants for quantum optimization
Using copies to improve precision in continuous-time quantum computing
Classical simulation and theory of quantum annealing in a thermal bath
Domain Wall Behaviour on Ising Machines
Four-body interaction of superconducting qubits for quantum annealing
Towards a quantum annealing approach to solving the phase problem in macromolecular crystallography
Effects of XX-catalysts on quantum annealing spectra with perturbative crossings
Quantum Information Scrambling over Bipartitions
Problem-Size Independent Angles for a Grover-Driven Quantum Approximate Optimisation Algorithm
Comparing the Hardness of Max 2-SAT Problem Instances for Quantum and Classical Algorithms
High-quality Thermal Gibbs Sampling with Quantum Annealing Hardware
Next Generation Quantum Annealing Processor
The open quantum system toolkit for Hamiltonian quantum computing
Pushing the Limits of Analog Computing and Quantum Annealing: Design Progress and Theoretical Con...
Multi-objective QUBO Solver: Bi-objective Quadratic Assignment Problem
Digitized-Counterdiabatic Quantum Algorithms
Identifying phase transitions with and without quantum annealers
Understanding how quantum annealing solves problems
Effective Prime Factorization via Quantum Annealing by Modular Locally-structured Embedding

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ICTP Condensed Matter and Statistical Physics

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