Variational algorithms for linear algebra

Mitigating Realistic Noise in Practical Noisy Intermediate-Scale Quantum Devices

(2021) Jinzhao Sun et al.   Physical Review Applied

Quantum Simulation with Hybrid Tensor Networks

(2021) Xiao Yuan et al.   PHYSICAL REVIEW LETTERS

Variational Quantum Singular Value Decomposition

(2021) Xin Wang et al.   Quantum

Noise Resilience of Variational Quantum Compiling

(2020) Kunal Sharma et al.   NEW JOURNAL OF PHYSICS

Quantum computational chemistry

(2020) Sam McArdle et al.   REVIEWS OF MODERN PHYSICS

Variational Quantum Simulation of General Processes

(2020) Suguru Endo et al.   PHYSICAL REVIEW LETTERS

Demonstration of Adiabatic Variational Quantum Computing with a Superconducting Quantum Coprocessor

(2020) Ming-Cheng Chen et al.   PHYSICAL REVIEW LETTERS

Supervised learning with quantum-enhanced feature spaces

(2019) Vojtěch Havlíček et al.   NATURE

Self-verifying variational quantum simulation of lattice models

(2019) C. Kokail et al.   NATURE

Error-Mitigated Digital Quantum Simulation

(2019) Sam McArdle et al.   PHYSICAL REVIEW LETTERS

An adaptive variational algorithm for exact molecular simulations on a quantum computer

(2019) Harper R. Grimsley et al.   Nature Communications

QuEST and High Performance Simulation of Quantum Computers

(2019) Tyson Jones et al.   Scientific Reports

Quantum Chemistry in the Age of Quantum Computing

(2019) Yudong Cao et al.   CHEMICAL REVIEWS

Variational ansatz-based quantum simulation of imaginary time evolution

(2019) Sam McArdle et al.   npj Quantum Information

Quantum Linear System Algorithm for Dense Matrices

(2018) Leonard Wossnig et al.   PHYSICAL REVIEW LETTERS

Adiabatic quantum computation

(2018) Tameem Albash et al.   REVIEWS OF MODERN PHYSICS

Witnessing eigenstates for quantum simulation of Hamiltonian spectra

(2018) Raffaele Santagati et al.   Science Advances

Quantum Generative Adversarial Learning

(2018) Seth Lloyd et al.   PHYSICAL REVIEW LETTERS

Learning the quantum algorithm for state overlap

(2018) Lukasz Cincio et al.   NEW JOURNAL OF PHYSICS

Barren plateaus in quantum neural network training landscapes

(2018) Jarrod R. McClean et al.   Nature Communications

Hardware-efficient variational quantum eigensolver for small molecules and quantum magnets

(2017) Abhinav Kandala et al.   NATURE

Quantum machine learning

(2017) Jacob Biamonte et al.   NATURE

Experimental Bayesian Quantum Phase Estimation on a Silicon Photonic Chip

(2017) S. Paesani et al.   PHYSICAL REVIEW LETTERS

Error Mitigation for Short-Depth Quantum Circuits

(2017) Kristan Temme et al.   PHYSICAL REVIEW LETTERS

Quantum Algorithm for Systems of Linear Equations with Exponentially Improved Dependence on Precision

(2017) Andrew M. Childs et al.   SIAM JOURNAL ON COMPUTING

The theory of variational hybrid quantum-classical algorithms

(2016) Jarrod R McClean et al.   NEW JOURNAL OF PHYSICS

Quantum Simulation of Helium Hydride Cation in a Solid-State Spin Register

(2015) Ya Wang et al.   ACS Nano

Progress towards practical quantum variational algorithms

(2015) Dave Wecker et al.   PHYSICAL REVIEW A

Quantum principal component analysis

(2014) Seth Lloyd et al.   Nature Physics

Quantum Support Vector Machine for Big Data Classification

(2014) Patrick Rebentrost et al.   PHYSICAL REVIEW LETTERS

A variational eigenvalue solver on a photonic quantum processor

(2014) Alberto Peruzzo et al.   Nature Communications

Preconditioned Quantum Linear System Algorithm

(2013) B. D. Clader et al.   PHYSICAL REVIEW LETTERS

Quantum Algorithm for Linear Systems of Equations

(2009) Aram W. Harrow et al.   PHYSICAL REVIEW LETTERS